<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"
        xmlns:news="http://www.google.com/schemas/sitemap-news/0.9">
  <url>
    <loc>https://ax-news.com/?article=61778669</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T07:12:46+00:00</news:publication_date>
      <news:title>NY Life asset manager steps up Japan private market push</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61778670</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T07:12:46+00:00</news:publication_date>
      <news:title>AI and self-driving cars will unlock EVs' potential, says Foxconn exec</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61778671</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T07:12:46+00:00</news:publication_date>
      <news:title>Japan revises corporate governance code: 5 things to know</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61778672</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T07:00:00+00:00</news:publication_date>
      <news:title>South Africa wants every SIM to become a digital ID</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61778673</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T07:00:00+00:00</news:publication_date>
      <news:title>IHI explores Kuva hyperspectral satellites for Japan’s multi-sensor constellation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61778674</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T07:00:00+00:00</news:publication_date>
      <news:title>Carbon Nanotube Firm Strengthens Executive Team to Build CNT Ecosystem</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61058661</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T07:00:00+00:00</news:publication_date>
      <news:title>[July 20th] OpenAI heard the ‘recognition’ during the time of calling a famous writer</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61778675</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:56:16+00:00</news:publication_date>
      <news:title>Trump offers tariff relief to aluminum producers investing in US smelters</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61058662</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:55:00+00:00</news:publication_date>
      <news:title>Copyright c Nvidia. All rights reserved.</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61778676</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:51:44+00:00</news:publication_date>
      <news:title>China's magnet exports hit record highs even as it turns the export tap into a political lever</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61778677</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:50:14+00:00</news:publication_date>
      <news:title>Why l (new runtime for k and q)</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61778678</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:50:13+00:00</news:publication_date>
      <news:title>Taiwan's top motherboard makers slash 2026 shipments again, with Asus, Gigabyte below 10M units</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61733661</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:41:29+00:00</news:publication_date>
      <news:title>Tesla restarts the HW3 model FSD v14 Lite delivery, adding multiple features to close the gap with the new model</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61733662</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:40:54+00:00</news:publication_date>
      <news:title>OpenAI: 1806 ChatGPT 01, 1801</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61733663</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:38:45+00:00</news:publication_date>
      <news:title>The news is that Samsung Electronics plans for the next five years to build 4 crystal mills in Korea.</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61733664</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:38:20+00:00</news:publication_date>
      <news:title>Designer 3D print box: Eat a snack first and finish the specified number of steps</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61733665</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:37:43+00:00</news:publication_date>
      <news:title>Chile tenders 2,835 GWh of backup supply open to renewables, storage</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61733667</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:32:12+00:00</news:publication_date>
      <news:title>Colombia’s PV capacity tops 4.58 GW, with 1.19 GW under testing</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61778679</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:31:10+00:00</news:publication_date>
      <news:title>Kimi K3 surge traces to Moonshot AI's GTC roadmap</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61778680</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:26:16+00:00</news:publication_date>
      <news:title>30 to 70 PRs a Day: How We Managed to Not Wreck Our Systems</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61733668</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:20:04+00:00</news:publication_date>
      <news:title>The AI wave boosted global demand for semiconductors, South Korea 20 days before July.</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61778681</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:17:43+00:00</news:publication_date>
      <news:title>ORiS secures €5 million to develop wireless power transmission systems for space and dual-use applications</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61733670</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:12:55+00:00</news:publication_date>
      <news:title>Access to non-linear cities: Seacracker 12kg Laundry 1278 yuan straight down, 1.21+ Electric 12-year charter</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61688667</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:11:25+00:00</news:publication_date>
      <news:title>India's SBI Funds Management lists at 7% premium in public debut</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61688668</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:11:25+00:00</news:publication_date>
      <news:title>Takaichi's new economic blueprint for Japan: 4 things to know</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61688669</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:11:25+00:00</news:publication_date>
      <news:title>German travel app Omio raises $10m from Japan-Singapore fund</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61688670</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:09:48+00:00</news:publication_date>
      <news:title>FCC plans to ban companies selling DJI products under other brands</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61733671</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:07:10+00:00</news:publication_date>
      <news:title>"The Heart of the Kingdom: The Missing Ring" was shown in a full-hand animation for about five minutes.</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61733672</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:06:54+00:00</news:publication_date>
      <news:title>ACME Solar secures PPA for 300 MW hybrid wind-solar project in India</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61733673</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:02:14+00:00</news:publication_date>
      <news:title>Low-cost catalyst innovation boosts green hydrogen production</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61733674</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T06:00:02+00:00</news:publication_date>
      <news:title>More Galaxy Z Fold8 (wide) renders surface ahead of Unpacked</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61733675</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T05:58:44+00:00</news:publication_date>
      <news:title>When solar has nowhere to go: turning curtailed PV into dispatchable power</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61733676</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T05:55:33+00:00</news:publication_date>
      <news:title>Tech Multi-AORUS ININFINITY Hardware Loader, released on July 24th at 10:00</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61688671</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T05:53:41+00:00</news:publication_date>
      <news:title>Cautionary tale for Taiwan's electric scooter industry: Supply-chain feud nearly turns to disaster</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61733678</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T05:45:30+00:00</news:publication_date>
      <news:title>SUV, Galli Galaxy 700.</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61733679</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T05:45:06+00:00</news:publication_date>
      <news:title>The age threshold of exposure to the E-2 is a figment.</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61688672</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T05:42:45+00:00</news:publication_date>
      <news:title>Power and water constraints cast doubt on South Korea's Honam memory cluster, experts say</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61643661</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T05:33:35+00:00</news:publication_date>
      <news:title>Generated with bytes Seedance 2.0, the director of District 9 released his first AI short film, The Vigilante.</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61643663</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T05:17:22+00:00</news:publication_date>
      <news:title>2026 Fortune China 500: The national grid is at the top of the list, making it the most lucrative Internet business.</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61748661</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T05:16:06+00:00</news:publication_date>
      <news:title>Paytm Q1 net profit rises 79% in FY27</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61778682</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T05:15:06+00:00</news:publication_date>
      <news:title>Recent Quant Links from Quantocracy as of 07/20/2026</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61688673</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T05:12:35+00:00</news:publication_date>
      <news:title>Iran and US trade more attacks as Houthis threaten blockade</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61598664</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T05:10:15+00:00</news:publication_date>
      <news:title>Private jets find new runway in Vietnam</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61598665</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T05:10:15+00:00</news:publication_date>
      <news:title>Philippines warns ASEAN risks being pulled apart by external pressures</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61598666</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T05:09:24+00:00</news:publication_date>
      <news:title>Washington judge blocks Kalshi’s sports prediction markets over state gambling laws</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61643664</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T05:00:02+00:00</news:publication_date>
      <news:title>iQOO 16T's key specs tipped</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61598667</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:53:59+00:00</news:publication_date>
      <news:title>Samsung, SK Hynix and Micron pull back on in-house CXL controller plans</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61748662</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:45:00+00:00</news:publication_date>
      <news:title>5 Books that change how you think about personal freedom</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61553662</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:36:34+00:00</news:publication_date>
      <news:title>The byte jump founder, Zhang Yihong, made a further donation of 300 million yuan to support the development of Dragonstone Education and Health in his hometown.</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61598668</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:24:36+00:00</news:publication_date>
      <news:title>Middlemen emerge as ASEAN's No. 2 AI compute buyers</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61553664</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:23:59+00:00</news:publication_date>
      <news:title>Peng Group released TuringViT, claiming to recreate the big visual model training model.</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61598669</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:22:23+00:00</news:publication_date>
      <news:title>Neill Blomkamp’s New Horror Clip Is Entirely AI-Generated, Sucks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61598670</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:19:06+00:00</news:publication_date>
      <news:title>BNPL Zip pulls out of New Zealand</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61553665</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:12:35+00:00</news:publication_date>
      <news:title>XG259QNSR Ace</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61598671</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:11:00+00:00</news:publication_date>
      <news:title>The IPO hype machine is moving faster than the stocks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61598672</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:05:59+00:00</news:publication_date>
      <news:title>China's EUV gap keeps semiconductor catch-up in check</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61598673</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:05:00+00:00</news:publication_date>
      <news:title>China's Z.ai reportedly powers up 1GW data center built entirely on domestic chips</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61598674</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:04:35+00:00</news:publication_date>
      <news:title>DDR5 module spot prices hit record highs as China-made dies narrow price gap</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508668</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:01:41+00:00</news:publication_date>
      <news:title>Italian startup ORiS raises funding for laser power-beaming technology</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508719</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Unified Physics-Informed Neural Network for Modeling Coupled Electro- and Elastodynamic Wave Propagation Using Three-Stage Loss Optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508931</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Thermal and chemical response from entanglement entropy</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509165</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A BIM-enabled, Agent-based Discrete-event Simulation Platform for Robotic Studies: A Method based on Graph Theory</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509172</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509362</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>VDAR-Router: Adaptive LLMs Routing via Verbalized Query Difficulty Analysis Retrieval</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509589</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Robust Assamese Speech Recognition through Controlled Fine-Tuning of Whisper Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509790</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>How Does Alignment Tuning Shape Representations of Sycophancy and Related Cue-Induced Biases in LLMs?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510051</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Pailitao-MMSearch: Building Native E-Commerce Multimodal Search Foundation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510322</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Enhancing LLMs' Clinical Reasoning with Real-World Data from a Nationwide Sepsis Registry</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510453</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Phantom Transitions in Language Model Fine-Tuning: A Density-Matrix Analysis</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508683</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>ExpertPlex: A High-Goodput Disaggregated Serving System for MoE LLMs with Adaptive Persistent Kernels</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508810</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Unifying Charge-Learnability Transitions in U(1)-Symmetric Quantum Circuits through Informational Power of Local Measurement</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508860</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Adaptive Measurement-Device-Independent Quantum Key Distribution</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509265</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Dodona Protocol: A Living Design Science Experiment on Blockchain Oracles</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509420</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Octo-planner: On-device Language Model for Planner-Action Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509679</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Overcoming the BCI Calibration Bottleneck: A Clinically-Grounded Architecture using Riemannian Alignment and Stochastic Weight Averaging</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509937</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Bayesian Signal Component Decomposition via Diffusion-within-Gibbs Sampling</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510039</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Coordinated Disentanglement with Iterative Mode Discovery Under Hidden Correlations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510082</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SAGE: Subgoal-Conditioned Action Generation for Latent World Model Planning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510458</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>AI Contagion in Social Networks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508724</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>From Heuristic Selection to Automated Algorithm Design: LLMs Benefit from Strong Priors</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510005</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>From Modalities to Propositions: A Language-Centric Framework for Multimodal Intelligence</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510489</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Decision Making Needs Uncertainty Quantification [Lecture Notes]</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61598675</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Why Maine’s Sandy Shorelines Turn Jagged</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508750</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Geometric Power Capacity of Coherent Ergotropy in Quantum Batteries</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509040</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>GhostShell: Streaming LLM Function Calls for Concurrent Embodied Programming</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509038</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Unsupervised Discovery of Failure Taxonomies from Deployment Logs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509051</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SoMA: A Real-to-Sim Neural Simulator for Robotic Soft-body Manipulation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509428</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Implicit Actor Critic Coupling via a Supervised Learning Framework for RLVR</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509502</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Operator-Aware Mixed-Precision Tolerance Calibration for Tensor Kernels</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508684</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>HyMCache: A KV Cache Framework for Multi-Turn LLM Serving with CXL-Hybrid Memory</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509408</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Self-State Attacks on Self-Hosted AI Agents: How Far Can OS Defenses Go?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509517</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CIGPO: Contextual Information-Gain Policy Optimization for Multi-Turn Evidence-Reading LLM Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509575</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Investigation of Polycystic Ovary Syndrome (PCOS) Diagnosis Using Machine Learning Approaches</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510023</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Lomekwi: Resource-Bounded Tool Discovery in LLM Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510091</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SGA: Plug＆Play Geometric Verification for Educational Video Synthesis</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509936</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Where Not to Learn: Prior-Aligned Training with Subset-based Attribution Constraints for Reliable Decision-Making</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508900</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Comparative assessment of germanium-based spin-qubit modalities: donor, acceptor, gate-defined hole, and gate-defined electron platforms</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510113</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>High-accuracy Low-Bit KV-Cache Quantization via Local Distribution Restoration</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510170</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Autonomous VR-Based Risk Detection for Situational Awareness in Dangerous Settings</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510423</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>IoUCert: Robustness Verification for Anchor-based Object Detectors</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510270</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Autonomous Discovery of Wireless Communications Algorithms</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510459</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Position: Coding Benchmarks Are Misaligned with Agentic Software Engineering</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510364</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Visual Access Boundaries in Vision-Language Model Reasoning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509005</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Does Robust VIO Need More Learning? Geometry-Verified Visual Measurements under Distribution Shift</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510260</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Beyond Objective Expressivity: Geometry Preservation in Multimodal Contrastive Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509011</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>UniETP: Unifying Environments for Generalizable Embodied Task Planning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508905</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Quantum-enhanced estimation of stimulated Raman optical activity</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508906</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>An ultralow-loss integrated photonic platform for discrete-variable quantum information processing</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508909</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Hybrid Quantum and Classical Workload Management with Graph-based Scheduling</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508924</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Edwards Localization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508673</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Roomie: Interference-Aware Colocation for Efficient Model Serving</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508718</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>TEFormer: Structured Bidirectional Temporal Enhancement Modeling in Spiking Transformers</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508727</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>EPIC-CIM: Training Convolutional Neural Networks on a Coherent Ising Machine via Equilibrium Propagation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508767</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Precision dynamics of resonantly enhanced optical parametric amplifiers</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508779</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>QBism Logic</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508811</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>How the Quantum Sorites Phenomenon Strengthens the Bell Argument and How a Random-Matrix Collapse Dynamics Answers It</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508819</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CutBackdoor: A Circuit Cut Triggered Backdoor Attack on Variational Quantum Algorithms</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508824</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Simulating neural network criticality and resource dynamics with Rydberg gases</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508856</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Preserving Mass Shell Condition in the Stochastic Optimal Control Derivation of the Dirac Equation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508880</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Quantum phase estimation with optimal confidence interval using three control qubits</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508892</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Hybrid physical/logical zero-noise extrapolation with limited logical executions</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508922</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The holographic dual of the GHZ state</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508947</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Control Design for a Rideable Animatronic Two-Wheeled Robot with Quadruped Form</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508949</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>S.E.A.G.R: A Socially and Emotionally Aware Greeting Robot Framework with Dual-Layer Cultural and Affective Modulation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508964</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A BIM-enabled, Agent-based Discrete-event Simulation Platform for Robotic Studies: A Method based on Graph Theory</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508967</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>G2-Nav: Grounded and Guarded Vision-Language Costmaps for Robot Social Navigation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508977</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Asynchronous Multimodal Diffusion Policy Composition via Latency-Aware Guidance Fusion</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508983</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Predicting Grasping Compliance in Robotic Hands through Analytical-Model-Informed Neural Networks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509006</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>MEVION: Low-Cost Open-Source Data Collection System for Powerful and High-Speed Dual-Arm Manipulation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509009</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Closing the Loop in Humanoid VLA: Persistent 3D Object Tokens for Verifiable Loco-Manipulation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509021</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Algorithmic Accuracy as a Motivational Driver in Robot-Mediated Learning: A Comparative Study of Cross-Correlation and CNN-Based Sound Detection in an Interactive Quiz Game</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509024</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Depth-Regularized JEPA World Models Learn More Transferable Representations from Real Outdoor Robot Data</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509108</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Topology in Synthetic Domain Theory and its Formalisation in Agda</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509152</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>How Agent Skills Fail under Long Contexts: A White-Box Study in Code Auditing</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509164</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>OpenLanguageModel: Readable and Composable Small-Language-Model Pretraining for Education and Research</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509193</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Boundary-Seeking GAN-Augmented TabTransformer for Adversarially Robust Intrusion Detection</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509202</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Auditable Session Admission for Cross-Silo Federated Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509206</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Rollback-Free Cross-Chain Atomicity Through Forward-Only Correction</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509226</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Protecting Floating-Point Computation for DNN Binaries with MBA Obfuscation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509235</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>JUMP: Single-Pass Membership Inference on Fine-Tuned Diffusion Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509240</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>How Do You Choose Your AI Component? An Interview Study of Secure AI Integration in Practice</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509260</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Inside Qubic's Selfish Mining Campaign on Monero: Evidence, Tactics, and Limits</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509263</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SEC-bench Pro: Can Language Models Solve Long-Horizon Software Security Tasks?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509268</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Resilient Liquid Democracy: Mitigating Voting Power Imbalances via Secure Delegation Networks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509271</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Exploring Delay-Based PUFs for Energy-Efficient Low-Overhead Security of Wearable Devices</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509286</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Rtl2lean: Automated RTL-to-Lean Translation with Hierarchical Theorem Generation and Lemma Reuse</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509296</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>New Number Formats for FFT IP Cores in Optical OFDM Transceivers</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509333</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Scope3Trace: Evidence-Based Identification and Extraction of Scope 3 GHG Emissions from Sustainability Reports</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509360</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Pancasila-Dilemmas: Evaluating Large Language Models on Indonesian Human Value Dilemmas Grounded in Pancasila</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509378</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>One Modality to Forget Them All: Enhancing Cross-Modal Unlearning in Vision-Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509382</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Cross-Branch Conflict as a Shield: Safeguarding Facial Identities in Unified Multimodal Image Editing</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509383</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Method for Learning Value Systems in Generative AI</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509430</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Probing the Difficulty Perception Mechanism of Large Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509433</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Lil: Less is Less When Applying Post-Training Sparse-Attention Algorithms in Long-Decode Stage</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509434</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Self-Explaining Hate Speech Detection with Moral Rationales</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509439</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Exposing Long-Tail Safety Failures in Large Language Models through Efficient Diverse Response Sampling</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509447</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>BERT-as-a-Judge: A Robust Alternative to Lexical Methods for Efficient Reference-Based LLM Evaluation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509455</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Phantom Transitions in Language Model Fine-Tuning: A Density-Matrix Analysis</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509471</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Induction in Both Directions: A Mechanistic Analysis of In-Context Learning in Masked Diffusion Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509478</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>LEGO Co-builder: Exploring Fine-Grained Vision-Language Modeling for Multimodal LEGO Assembly Assistants</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509484</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509503</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>RouteCost: A Production-Inspired Multi-Stage Framework for Pre-Order Shipping Cost Estimation in E-Commerce</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509514</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509547</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Discrete Ricci Curvature on Protein Contact Graphs for Lightweight Fold Classification</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509567</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Beyond Memory Leaderboards: Evaluating Scientific Memory as Budgeted Context Restoration</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509573</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>When Can Safe Controllers Adapt? Information before Commitment</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509595</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>AIGB-R1: Self-Evolving Generative Auto-Bidding via Hierarchical Planner-Executor Optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509601</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>TAPAS: Throughput-adaptive Perception for Autonomous Systems</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509638</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Generalize and Guide: Decomposing Rewards for Few-Shot Inverse Reinforcement Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509655</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>L1 Augmented Attention as an Improved Vector Similarity Metric</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509662</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Enhancing Rubric-based RL via Self-Distillation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509685</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SLT: Robust Quantum Neural Networks for Noisy-Label Medical Image Classification via Supermartingale-based Label Transition</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509694</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>AEVAL: From Anecdotal to Deterministic Testing for Agentic Skill Workflows</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509695</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Boundary-Seeking GAN-Augmented TabTransformer for Adversarially Robust Intrusion Detection</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509708</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Backpropagation-Free Trunk Training via the Split Forward Gradients</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509710</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>How Do You Choose Your AI Component? An Interview Study of Secure AI Integration in Practice</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509743</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Rate-Distortion-Perception Theory: Redefining the Fundamental Limits of Information Representation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509763</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>ZifaMem: Structured Memory for Persona, Preference, and Emotional Continuity in AI Companions</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509769</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>An efficient adaptive dimension selection algorithm for multidimensional probit graded response models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509787</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Hardware Mechanisms to Dynamically Throttle AI Performance</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509810</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>PLayer-FL: A Principled Approach to Personalized Layer-wise Cross-Silo Federated Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509819</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Can Interpretation Predict Behavior on Unseen Data?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509821</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Symmetric Behavior Regularized Policy Optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509834</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Sparsity-Aware Low-Rank Representation for Efficient Fine-Tuning of Large Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509837</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Tabular Foundation Models Can Do Survival Analysis</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509838</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Evaluating LLMs When They Do Not Know the Answer: Statistical Evaluation of Mathematical Reasoning via Comparative Signals</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509844</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Rethinking Efficiency in Neural Combinatorial Optimization: Batched Preference Optimization with Mamba</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509857</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Stochastic Resetting Accelerates Reinforcement Learning Beyond Random Search</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509858</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>NanoZK: Privacy-Preserving Verifiable Inference for Large Language Models via Layerwise Zero-Knowledge Proofs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509862</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Stochastic Dimension Zeroth-Order Estimator: Stable and Memory-Efficient Training of PINNs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509877</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>AOE: Exhaustive Out-of-Distribution Detection via Recalibrating Outlier Labels</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509879</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Singularity-aware Optimization via Randomized Geometric Probing: Towards Stable Non-smooth Optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509883</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>FlashMemory-DeepSeek-V4: Lightning Index Ultra-Long Context via Lookahead Sparse Attention</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508926</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Topological phases of bosons with local parity coupling on a dimerized lattice</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509888</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Right Knowledge, Wrong Answer: Characterizing Parametric Temporal Conflict in Open-Weight Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509900</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Exact and Certified Data Shapley for Weighted k-Nearest-Neighbor Regression and Soft-Label Prediction</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509901</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Tabular Foundation Models for Discrete Choice Estimation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509916</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Chameleon: A Multiplier-Free Temporal Convolutional Network Accelerator for End-to-End Few-Shot and Continual Learning from Sequential Data</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509927</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>OmniX: From Unified Panoramic Generation and Perception to Graphics-Ready 3D Scenes</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508928</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Exploiting Low-Rank Objective Structure in Discrete Quadratic Optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508929</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Long Range Frequency Tuning for QML</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509928</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509932</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Solving the Offline and Online Min-Max Problem of Non-smooth Submodular-Concave Functions: A Zeroth-Order Approach</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509934</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Hippasus: Effective and Efficient Automatic Feature Augmentation for Machine Learning Tasks on Relational Data</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509939</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Dynamic Decision-Making under Model Misspecification: A Stochastic Stability Approach</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509940</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Exploiting Low-Rank Objective Structure in Discrete Quadratic Optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509945</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Spectral-Transport Stability and Benign Overfitting in Interpolating Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509954</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SEC-bench Pro: Can Language Models Solve Long-Horizon Software Security Tasks?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509960</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Physics-Guided Spatiotemporal Learning for Coastal Wave Peak Period Estimation from Video</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509965</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Full Bayesian Reinforcement Learning via LF-IBIS</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509971</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Did We Actually Fix It? An Independent Adversarial Stress-Test of Post-Point-Adjustment Evaluation Metrics for Time-Series Anomaly Detection</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509973</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Mixed-Timescale Differential Coding for Downlink Model Broadcast in Wireless Federated Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509975</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>MamaBench: Benchmarking LLM Robustness in Maternal and Child Health Diagnosis through Counterfactual Clinical Perturbation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509978</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Induction in Both Directions: A Mechanistic Analysis of In-Context Learning in Masked Diffusion Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509979</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Rater State Bias in RLHF Preference Data: An Audit Framework</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509988</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>It Takes 8 Tokens: Weak-to-Strong Off-Policy RL via Auxiliary Branches</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510004</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Nonuniformity Principle in Human-AI Coworking</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510017</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>RELIC: Revealed Principles for Learning Interpretable Composable Skills in Multi-Agent Planning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510033</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Diagnostic Framework for AI Agent Behavior</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510038</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>LenGuard-GPC: Length Guarding with Guided-Prompt Consistency for Spatial Reasoning Reinforce Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510069</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Semantically Similar, Logically Distinct: Diagnosing the Semantic-Answerability Gap in Table RAG</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510072</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Financial Audit Assistance using Misinformation Detection and Explanation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510073</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>PGN: Design and Implementation of a Vision-Language Navigation System Based on Pangu Multimodal Foundation Model</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508736</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Sample-based quantum diagonalization approach for open-shell transition-metal complexes in gas and implicit-solvent</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510085</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510088</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>WorldCupArena: Fine-Grained Evaluation of Language Models and Deep-Research Agents on Football Forecasting</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510102</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>OpenMHC: Accelerating the Science of Wearable Foundation Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510115</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Benchmarking Machine Learning Models for Multi-Omics-Based Breast Cancer Prediction</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510157</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510158</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Signal-based Model Access Risk Analysis for AI System Operations Security</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510159</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Back to the museum: Investigation of the acceptance of Android Andrea with and without emotion simulation in a museum</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508776</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Against Many Worlds</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510160</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Retrieval is Enough: Training-Free Interpretability with a Tool-Using Agent</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510161</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Committed Before Reasoning: Behavioral Reproduction and Preliminary Activation-Level Evidence of Answer Pre-Commitment in an Open-Weight LLM</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510162</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>When to Use Which? Benchmarking Optimisers for Configurable Systems under Varying Budgets</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510171</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Learning from World Feedback: Why Model Uncertainty Fails as a Risk Signal in Model-Based RL</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510172</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>DataFlow-Harness: A Grounded Code-Agent Platform for Constructing Editable LLM Data Pipelines</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510182</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>RealDESED: A Real-World Domestic Sound Event Detection Benchmark</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510201</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>TurboVec: A Case Study in Cost-Efficient Private Retrieval for Enterprise RAG via Codebook-Oblivious Quantization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510204</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Counterfactual Shapley Credit Assignment</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510212</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>ALLUDE: A Unified Evaluation System for Configurable Attacks in Differentiable Environments</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508813</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Variational non-gaussian approach to interacting spin-boson models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510214</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510216</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Noise-Robust Box-Supervised Infrared Small Target Detection via Physics-Inspired Soft Label Optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510219</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Talaria: Session-Aware Serverless Serving of Hundred-Billion-Parameter LLMs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510225</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Asynchronous Multimodal Diffusion Policy Composition via Latency-Aware Guidance Fusion</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510229</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SAGA: Synthetic Agentic Graph Architecture for Temporal Benchmark Generation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510259</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Selectivity Matters: Source Node Influence Pruning for Unsupervised Graph Domain Adaptation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508859</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Planar fault-tolerant circuits for non-Clifford gates on the 2D color code</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510263</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Lifelong Multi-Subsystem Pickup and Delivery with Buffer-Limited Handover Stations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510277</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Feature Attribution-Based Explainability Analysis of Deep Learning Models in Predictive Process Monitoring</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510289</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>DeLIVeR: Decomposed Learning for Information-grounded Veracity Recognition via Reinforced Knowledge Graph Exploration</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510295</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Harness Engineering for LLM-Driven GPU Kernel Generation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510300</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Anticipate Before Acting: Future-State-Conditioned Vision-Language Navigation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510327</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SATQuest: A Verifier for Logical Reasoning Evaluation and Reinforcement Fine-Tuning of LLMs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510337</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Arbor: A Framework for Reliable Navigation of Critical Conversation Flows</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510378</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Survey on Knowledge-Oriented Retrieval-Augmented Generation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510395</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Spatiotemporal Knowledge Graphs as Persistent Scene Memory for Embodied Question Answering</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508894</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CVaR-Assisted Custom Penalty Function for Constrained Optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510396</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Probing the Difficulty Perception Mechanism of Large Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510398</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>BBOPlace-Bench: Benchmarking Black-Box Optimization for Chip Placement</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510399</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>InertialAR: Autoregressive 3D Molecule Generation with Inertial Frames</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510400</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CORE -- A Cell-Level Coarse-to-Fine Image Registration Engine for Multi-stain Image Alignment</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510402</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>GRIP: In-Parameter Graph Reasoning through Fine-Tuning Large Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510420</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Long Range Frequency Tuning for QML</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510428</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>NanoZK: Privacy-Preserving Verifiable Inference for Large Language Models via Layerwise Zero-Knowledge Proofs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510463</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Learning to Fold: prizewinning solution at LeHome Challenge 2026 (1st place online, 2nd offline)</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508941</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Classical Reversible Computation by Quantum Coherence</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508943</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Exactly Solvable Diffraction-Grating Scattering Problems for TE and TM waves</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510465</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>ReactiveBFM: Reactive Closed-Loop Motion Planning Towards Universal Humanoid Whole-Body Control</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510473</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>LLM-Guided Task-Semantic Field Factorization for Industrial Process Forecasting</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508951</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Back to the museum: Investigation of the acceptance of Android Andrea with and without emotion simulation in a museum</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508959</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>AI-Augmented Model Predictive Control for Safe and Adaptive Rendezvous and Proximity Operations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508978</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>From Perception to Assistance: Open-Vocabulary Shared Autonomy for Robotic Manipulation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508934</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Exploring Entropic Orders: High Temperature Continuous Symmetry Breaking, Chiral Topological States and Local Commuting Projector Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508980</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Test-Time Scaling for World Action Models via Zero-Shot Geometric Evaluation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508984</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Finite-Time Curvature-Constrained Vector Field for Saturation-Free Motion Planning of Nonholonomic Robots</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508999</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Receiver-Centered Robot-to-Human Handover with Grasp-Aware Object Orientation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509003</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Manifold-Guided Motion Planning for Tight Assemblies</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509012</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Technical Design Review of Duke Robotics Club's Oogway ＆ Crush: AUVs for RoboSub 2026</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509015</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>World Translation: Minimizing Sim-to-Real Gap with Backward Dynamics Extraction and Unpaired Domain Translation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509042</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Physically-Feasible Reactive Synthesis for Terrain-Adaptive Locomotion</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509052</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Quantile Transfer for Reliable Operating Point Selection in Visual Place Recognition</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509059</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Sensorless, Inherently Compliant Anthropomorphic Musculoskeletal Hand Driven by Electrohydraulic Actuators</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509080</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>MIND-CAVs: Multi-Intelligence Negotiation and Decision System for CAVs based on Intent-Driven Autonomy</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508940</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Polynomial Initial-State Jumps and Christoffel Transforms in Krylov Complexity</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509181</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>FAME: Failure-Aware Mixture-of-Experts for Message-Level Log Anomaly Detection</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509217</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SpexPay: A Privacy-Preserving Pay-As-You-Go System for Dynamic Spectrum Sharing</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509231</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Self-State Attacks on Self-Hosted AI Agents: How Far Can OS Defenses Go?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509242</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Do Speech Tokens Leak Voiceprints? Speaker Inversion Attacks Against End-to-End Speech Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509259</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Dyadic-Chaotic Lifting S-Boxes for Enhanced Physical-Layer Security within 6G Networks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509284</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Auto-Scaling Heterogeneous Neural Processing Units for Energy and Cost-Efficient LLM Serving</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509307</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Towards transferable lightweight neuromorphic computing through a model-free temporal-switch framework</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509435</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>ReMIND: Orchestrating Modular Large Language Models for Controllable Serendipity A REM-Inspired System Design for Emergent Creative Ideation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509437</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Language Triggers Hijack Language Circuits: A Mechanistic Analysis of Backdoor Behaviors in Large Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509473</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509477</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509558</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>BG4Sea: Biogeochemical Seasonal Forecastability via Progressive Information Scaling</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509590</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509596</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>An Iterative Geometric Approach to Optimizing Separating Hyperplanes</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509608</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Grounded verification of chemical and materials reasoning: detection is the bottleneck</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509640</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Feature Attribution-Based Explainability Analysis of Deep Learning Models in Predictive Process Monitoring</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509643</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Theoretical Foundations of $\max$@$k$ Reinforcement Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509665</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>LLM-as-a-Coach: Experiential Learning for Non-Verifiable Tasks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509688</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Depth-Regularized JEPA World Models Learn More Transferable Representations from Real Outdoor Robot Data</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509712</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Isotonic Conformal Prediction</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509744</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Lossless but Not Free: An Empirical Anatomy of Speculative Decoding on Consumer Hardware</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509798</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Patch Policy: Efficient Embodied Control via Dense Visual Representations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509803</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Posts of Peril: Detecting Information About Hazards in Text</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509824</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Multivariate Time Series Forecasting with Gate-Based Quantum Reservoir Computing on NISQ Hardware</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509856</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Time-Aware Prior Fitted Networks for Zero-Shot Forecasting with Exogenous Variables</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509885</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Interpretable Factor Decomposition for Decision Intelligence in Large-Scale Financial Markets: Evidence from China's A-Share Market</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509898</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>LLMs as a Jury: Cross-Model Consensus Can Outperform Process Reward Models for LLM Reasoning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509914</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>OMAC: A Holistic Optimization Framework for LLM-Based Multi-Agent Collaboration</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509958</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CaloTrilogy: Toward a Breakthrough in One-Step, End-to-End, Physics-Guided Shower Generation for Modern Calorimeters</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509999</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>LaCache: Exact Caching and Precision-Adaptive Inference for Diffusion Large Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510037</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Constrained Path Reasoning: Measuring When Committed Stages Earn Their Cost</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510067</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Learning to Detect Cross-Modal Negation: An Analysis of Latent Representations and an Attention-Based Solution</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510194</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>PREFAIL: Identifying Precursors to Failures in Robotic Lift-and-Place Tasks to Improve Task Execution Performance</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510233</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>TAPAS: Throughput-adaptive Perception for Autonomous Systems</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510321</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Comprehend, Divide, and Conquer: Feature Subspace Exploration via Multi-Agent Hierarchical Reinforcement Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510323</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>LEGO Co-builder: Exploring Fine-Grained Vision-Language Modeling for Multimodal LEGO Assembly Assistants</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510334</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Data-Efficient Curation for Multimodal Reasoning under Fixed Training Protocols</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510347</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Adaptive Multi-Round Allocation with Stochastic Arrivals</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510361</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Formalization of the Mean-Field Derivation of the Vlasov Equation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508955</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Differentiable Reinforcement Learning for Path Tracking by an Agile Fish-Like Robot</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510374</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508957</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>An Indoor Navigation System for the Visually Impaired based on UWB Positioning and D* Lite Path Planning Algorithm</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510389</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>DCSCR: A Class-Specific Collaborative Representation based Network for Image Set Classification</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508960</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>PhyAgentOS: A Self-Evolving Operating System for Embodied Agents with Decoupled Cognitive Planning and Physical Execution</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510437</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>FETS Benchmark: Foundation Models Enable Scalable and Generalizable Energy Time Series Forecasting</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510443</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SynGR: Unleashing the Potential of Cross-Modal Synergy for Generative Recommendation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510477</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Scalable Visual Pretraining for Language Intelligence</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510493</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Coercion and Deception in AI-to-AI Management: An Agentic Benchmark of Unprompted Escalation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508855</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Quantum metasurfaces as probes of vacuum particle content</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508962</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>GLidE-SLAM: GL-Accelerated Indirect-Direct Embedded SLAM</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508966</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SinD 2.0: A Multi-City UAV Dataset with Semantic Risk Annotations for SOTIF-Oriented Safety Validation at Signalized Intersections</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508669</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>AirMoE: Statistic-Augmented Over-the-Air MoE for Collaborative Intelligence</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508672</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Cold-Start Model Delivery in Kubernetes Inference Serving: An Empirical Study of OCI-Based Distribution and Its Integrity</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508674</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Technical Report: AI-Assisted Gated DeltaNet Optimization on NVIDIA Blackwell</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508675</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Beyond Storage: State as a Runtime Control Problem in Parallel and Distributed Systems</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508676</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>EdgeCoInfer: Hierarchical Collaborative Inference for On-Device Multimodal Large Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508979</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Multi-Resolution Voxelized Map-Based Stereo Visual-Inertial Odometry</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508680</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Training-Memory Regression in MLA Sequence Parallelism: Why Megatron-Core Forbids Absorption, and LAGA -- a Communication-Efficient Fix</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508687</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Semantic Conformance of Concurrency Control Protocols under Mixed Isolation Levels</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508691</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508694</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Curvature-Aware Rank-Adaptive Distributed Augmented-Lagrangian Solver for Large-Scale SDPs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508696</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>It's not a lie if you don't get caught: simplifying reconfiguration in SMR through dirty logs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508698</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Trusted Floors Under Untrusted Learners: A Runtime Assured-SLO Guard for ML Serving</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508699</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Online-Score-Aided Federated Learning for Resource-Constrained Wireless Clients with Continual Data Arrival</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508985</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>COLIP-2: Olfaction-Vision-Language Embeddings</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508703</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Hybrid Quantum and Classical Workload Management with Graph-based Scheduling</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508705</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508707</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>How to Build Marcus's Algebraic Mind: From Thagard's Brain--Mind Viewpoint</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508712</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Online path planning for kinematic-constrained UAVs in a dynamic environment based on a Differential Evolution algorithm</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508713</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Discovery by Dreaming: Cross-Domain Recombination in Artificial Memory</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508717</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A portable solution for simultaneous human movement and mobile EEG acquisition: readiness potential for basketball free-throw shooting</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508732</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Novel Hybrid Quantum Reservoir Computing (nHQRC) for Phase Transition Detection in Non-Equilibrium Dynamical Systems</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508738</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Entanglement Entropy in Quantum Networks with Tunable Geometry</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508739</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Uncountably many inequivalent maximally entangled measurements for two qutrits</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508744</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Holographic quantum codes with trapped ions</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508745</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Split-quaternionic structure and canonical quantization of the Bateman dual oscillator</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508749</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>$p$-Body $\simeq$ Range $p-1$: Exact Order-Range Mapping and Dual-Unitarity</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508752</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Graph State Generation Based on Quantum Photonic Devices, Enabling Measurement-Based Quantum Computing</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508755</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Reliability Is Not Free in Universal Quantum Work Extraction</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508757</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Identity-Paired Progressive Depth Training: When Trainability Persists Beyond Expressibility</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508761</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Attosecond delay metrology beyond the photon coherence time with spectrally resolved Hong-Ou-Mandel interferometry</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508765</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Beyond Orbital Rotations: Correlation-Rank Limits and Clifford-Accessible Measurement, from Algebra and Global Optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508764</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Certified Optimal Measurement Reduction over Quantum Context Landscapes</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508766</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Bargmann invariants and local unitary equivalence</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508768</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Reponse to the Sheldon Goldstein Objection to a Series of Covariant Relativistic Bohmian Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508773</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Encoding Choices and Fault-Tolerant Resource Estimates for Digital Quantum Hamiltonian Descent</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508775</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>quchip: A Differentiable Toolkit for Modeling Quantum Devices</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508780</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Multi-level Random-Telegraph Noise Mitigation using a Single Spectator Qubit</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508782</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Relativistic quantum teleportation protected by the anti-Unruh effect</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508783</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Continuous Time Quantum Walk Propagation for Irregular Temporal Graph Forecasting</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508786</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Constraints on recovering quantum information after erasure</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508791</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Operator-centric Clifford algebra for variational eigensolvers and finite-shot adaptive selection</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508793</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>LLM-Driven Cross-Paradigm Design for Quantum Optimal Control</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508794</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Neural Gauge-P Representation for Open Quantum Dynamics of Interacting Bosons</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508803</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Image Classification on IBM Quantum Computers</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508806</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Geometry-Resolved Projection of RF Imbalance to Ion Micromotion in a Same-Phase Dual-RF Blade Trap</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508808</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>High-frequency dual-channel lock-in detection via rapidly oscillating driving</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508817</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Topology of the Set of Entangled State</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508818</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Exponential Reduction of Mesh Dependence in Quantum Estimation of Parabolic PDE Observables</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508823</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Gaussian Reformulation of the Feynman Path Integral for Quantum Statistical Mechanics with Results for the Second Virial Coefficient of $^4$He</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508825</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Theoretical adversarial collaboration: a template</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508826</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Eddy currents and current reversal in curved magnetic thin-film Josephson junctions</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508837</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Information Content of Krylov Observables: A Machine Learning Approach</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508839</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Colored $\Delta_T$ noise probes the topological character of edge modes</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508840</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The History of Hilbert-Space Formulations of Classical Physics</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508843</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>On the use of the Belopol'skaya-Daletskii representation of a diffusion on a Riemann manifold to construct path integrals</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508844</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Fixed Point Exploration For CV-QKD IR QC-MET-LDPC Toward Hardware Implementation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509036</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Remote Awareness of Seafloor Images Collected by AUVs over Low-Bandwidth Communication Links</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508851</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Efficiently stable presentations from error-correcting codes</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508866</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Broken Detailed Balance and Entropy Production in CPTP Quantum Brownian Motion</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508867</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Extending the dynamic range in quantum frequency estimation with sequential weak measurements</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508869</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Reducing Spatial and Temporal Dimensionality in the Multidimensional Caldeira-Leggett Model</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508876</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Stationary two-qubit entanglement mediated by one-dimensional plasmonic nanoarrays</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508877</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Thermodynamic sampling of materials using neutral-atom quantum computers</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508881</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Perturbation Theory and the Quantum Rabi-model</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508883</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Quantum entanglement distribution coexisting with high-rate, broadband classical optical communications over a real-world fiber connecting remote, synchronized nodes</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508890</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Dynamical Lie-Algebraic Framework for Hamiltonian Engineering and Quantum Control</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508895</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Pulse Shaping for Superconducting Qubits</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509023</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Generalist AI Control: Towards Multi-purpose Adaptive Algorithms</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509028</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>What Do They See? Interpreting Complex Road Scenarios Through the Eyes of Vision-Language-Action Models for Safe and Trustworthy Autonomous Vehicle Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509032</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>DeeperRadar: End-to-End MIMO Radar Design and Multi-Modal Fusion for Autonomous Vehicle Perception</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509783</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Aggregate in the Advantage, Not the Ratio: A Canonical-Form Analysis of Cooperative Multi-Agent Policy Optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509804</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Survey of Features Used for Representing Black-box Single-objective Continuous Optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509053</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Path Planning Optimisation for SParse, AwaRe and Cooperative Networked Aerial Robot Teams (SpArC-NARTs): Optimisation Tool and Ground Sensing Coverage Use Cases</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509056</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>GraspADMM: Improving Dexterous Grasp Synthesis via ADMM Optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509061</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>PRO-SPECT: Probabilistically Safe Scalable Planning for Energy-Aware Coordinated UAV-UGV Teams in Stochastic Environments</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509067</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>GenHOI: Contact-Aware Humanoid-Object Interaction by Imitating Generated Videos without Task-Specific Training</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509068</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Hy-Embodied-0.5-VLA: From Vision-Language-Action Models to a Real-World Robot Learning Stack</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509070</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Learning to Fold: prizewinning solution at LeHome Challenge 2026 (1st place online, 2nd offline)</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509071</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Learning Stable In-Grasp Manipulation in a Non-Dropping Action Space</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509073</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Feeling the Unexpected: ResTacVLA for Contact-Rich Manipulation via Residual Tactile Representation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509081</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Continuously Stable Structure through Plastic Deformation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509084</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The embodied brain: Bridging the brain, body, and behavior with biorealistic neuromechanical models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509088</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Thermopneumatic Pixels: Fast, Localized, Robust, Low-Voltage Touch Feedback</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509091</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Geometrically Approximated Modeling for Emitter-Centric Ray-Triangle Filtering in Arbitrarily Dynamic LiDAR Simulation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509100</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Distributive Laws for Parallel Composition in Rely-Guarantee Concurrency</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509101</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>ETAS: An Effect-Typed Language for Agent Systems</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509105</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Composable Verification Pipelines for Multi-Agent Systems</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509107</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Exact Network Surgery: Functional Invariance and Gradient Plasticity in Reactive Computational Graphs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509109</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Portable models as a replacement for industrial heuristics in compiler optimizations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509112</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>ChipVerilog: A Large-Scale OpenCores-Derived Benchmark for LLM-Based Verilog RTL Generation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509117</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Personalized Assessments from Personal Artifacts</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509121</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CLOSER-Bench: Evaluating Budgeted Cross-Stage Design Closure for Hardware Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509125</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Beyond Visibility and Technical Reuse: Public Application Transformation in Open-Source Model Ecosystems</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509128</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Agentic Code Review in the Terminal: A Trajectory-Level Analysis of Behavior, Cost, and Human-Alignment</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509134</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509136</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Teach it to stop, not just to click</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509137</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SynH-Rank: Quality-Aware Code Search via Diverse Data Synthesis and Hierarchical Ranking Training</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509138</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Prefactory: Automated Discovery and Application of Library-Adoption Refactorings</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509143</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Portable models as a replacement for industrial heuristics in compiler optimizations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509144</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Combining model checking with simulation-based techniques for protocol verification</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509154</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Chiral Analysis of Smart Contracts: Detecting Vulnerabilities from Relational Inconsistencies Across Business Paths</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509161</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Show Me The Money: An Exercise in Proof-Driven Software Understanding</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509273</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>BADTV: Unveiling Backdoor Threats in Third-Party Task Vectors</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509162</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Control-Driven Framework for Secure SaaS Onboarding in Regulated Enterprises</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509163</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Automating structural reliability analysis with a multi-agent large language model framework</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508887</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Detecting Initial System-Environment Correlations from a Single Observable</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509773</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Measuring Monosemanticity in Sparse Autoencoders via Latent Activation Coherence</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509168</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Systematic Evaluation of Trajectory Data Curation for LoRA Fine-Tuning of Code Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509175</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Lost in Transmission: An Information-Theoretic Account of Unsupervised Software Traceability</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509178</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>FormulaCode: Evaluating Agentic Optimization on Large Codebases</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509177</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CAM: A Causality-based Analysis Framework for Multi-Agent Code Generation Systems</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509182</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Pomona: Continuous Code Quality Improvement via Small, Agentic Pull Requests at Bloomberg</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509185</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>RuBench: A Repository-Level Agentic Coding Benchmark with Natively Authored Russian Task Specifications</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509397</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Calibrating Semantic Uncertainty from Observable Language-Model Probabilities</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509398</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>After the Euclidean Highway: Hyperbolic Expert AI as the Next Innovation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509413</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>LLM-as-a-Coach: Experiential Learning for Non-Verifiable Tasks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509188</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509190</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Theoria: Rewrite-Acceptability Verification over Informal Reasoning States</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509194</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Reliable Remediation Impact Prediction for Black-Box Security Ratings</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509196</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Signal-based Model Access Risk Analysis for AI System Operations Security</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509197</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>TaintRadar: Semantic-Aware Taint-Style Vulnerability Detection via Augmented Code Property Graphs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509521</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>High-accuracy Low-Bit KV-Cache Quantization via Local Distribution Restoration</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509610</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Decoder-Preserving Sparse Autoencoders: Which Readouts Survive Sparse Compression?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509207</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Adaptive Incident Prioritization for Security Operations at Scale</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509208</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Federated Lightweight Intrusion Detection in Drone Swarms with Knowledge Distillation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509845</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>GradAlign: Gradient-Aligned Data Selection for LLM Reinforcement Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509209</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509211</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SATLOCK: Handover-Coupled Scheduling for Weather-Resilient Quantum Key Distribution over LEO Constellations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509218</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Between Safe Boundaries: Exploiting Temporal Consistency for Jailbreaking Text-To-Video Generation Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509223</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>(A)iSpy: Parasitic Trojans for Machine Learning Infrastructure</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509224</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Quantum-Resilient Banking Transaction Security using DW-HKEM: A Hybrid RSA/ML-KEM Cryptographic Gateway with Real-Time</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509618</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>FailureAtlas: A Taxonomy of Failure Modes in Multi-Provider LLM Serving Infrastructure</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509228</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Residual Observability and Attack Detectability in Encrypted OPC UA Traffic</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509232</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Adaptive Adversaries: A Multi-Turn, Multi-LLM Benchmark for LLM Agent Security</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509233</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>GARAGE: Characterizing the Automation Boundary in LLM-based Attack Graph Generation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509238</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>One Modality to Forget Them All: Enhancing Cross-Modal Unlearning in Vision-Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509241</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Non-Intrusive Traffic Analysis Framework for Authorization Risk Detection and Coordinated Response in Web Applications</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509239</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Privacy Cost as Equity Input: A Group Fairness Criterion for Differentially Private Machine Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509244</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Multi-Level Privacy-Preserving Dementia Detection from Speech via Targeted Adversarial Obfuscation and Representation Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509245</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Learning-Driven Adaptive Audit Scheduling: A Sequential Decision Approach to Off-Chain Data Integrity</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509250</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CutBackdoor: A Circuit Cut Triggered Backdoor Attack on Variational Quantum Algorithms</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509252</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Gradient-Free Privacy Leakage in Federated Language Models through Selective Weight Tampering</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509253</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Functional Approximation Methods for Differentially Private Distribution Estimation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509254</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>HE-LRM: Encrypted Deep Learning Recommendation Models using Fully Homomorphic Encryption</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509255</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>DisarmRAG: Stealthy Retriever-Centric Poisoning to Disable Self-Correction in Retrieval-Augmented Generation (Extended Version)</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509256</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509257</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>STAC: When Innocent Tools Form Dangerous Chains for LLM Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509261</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Trustworthy AI LLM Scalability Risk Index (LSRI): A Cybersecurity Framework Assessing Agentic-AI Security ＆ Software Model Supply Chain Safety Boosting AI-Generated Malware Defense ＆ Explainability Mitigating Emerging Risks of Generative AI</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509269</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Trust but Verify? Uncovering the Security Debt of Autonomous Coding Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509715</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Causal Markov Condition for Value</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509277</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>NanoZK: Privacy-Preserving Verifiable Inference for Large Language Models via Layerwise Zero-Knowledge Proofs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509279</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Veritas: Grounding LLM Agents for Reliable Vulnerability Reasoning over Stripped Binaries</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509282</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>On Hardware-Aware Design and Optimization of Edge Intelligence</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509283</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Enabling Spatially Fine-Grained DVFS in Neural Processing Units for Energy-Efficient LLM Serving</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509289</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>ThRIve: Thermally Robust CNN Inference via Low-Rank Adaptation in Heterogeneous PIM Architectures</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509290</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Inter-Set Correlation-Aware Replacement Policy for Energy Efficient RTM-based Caches</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509298</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Fixed Point Exploration For CV-QKD IR QC-MET-LDPC Toward Hardware Implementation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509297</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SEAM-V: A Hybrid-Decoupled RISC-V Vector Processor with Backend-Visible EP Context for Sustained Vector Throughput</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509300</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Rethinking Polling Efficiency in Service Core Network Stacks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509299</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Hardware Mechanisms to Dynamically Throttle AI Performance</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509302</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>MechMem-RTL: Reusing Verified Mechanism Memories for LLM-Based RTL Repair</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509303</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Can AI Agents Really Complete RTL-to-GDS? Lessons from Benchmarking Tool-Interactive EDA Workflows</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509305</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Chameleon: A Multiplier-Free Temporal Convolutional Network Accelerator for End-to-End Few-Shot and Continual Learning from Sequential Data</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509306</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Mambalaya: Einsum-Based Fusion Optimizations on State-Space Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509309</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Shesha: Opportunistic In-network Acceleration of Asynchronous Distributed Reinforcement Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509312</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>StructGen: Disambiguating Multi-Reference Image Generation via Structured Context Modeling</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509316</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Committed Before Reasoning: Behavioral Reproduction and Preliminary Activation-Level Evidence of Answer Pre-Commitment in an Open-Weight LLM</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509321</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SpecLA: Efficient Speculative Decoding for Linear-Attention Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509323</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Though Language Models Err While They Strive: Conformal Prediction for Self-Correcting Scientific Generation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509325</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Cascading versus Joint Modeling for Hierarchical Offensive Language Detection</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509751</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Kernel Regression with Tensor Trains and Hadamard Overparameterization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509328</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Group Entropy-Controlled Policy Optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509329</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Trace-Based On-Policy Distillation for Masked Diffusion Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509334</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>KyrgyzLLM-Bench: Benchmarking Kyrgyz Language Understanding</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509336</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Literary Non-Style in LLM-Generated Text</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509335</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Auditing Question-Order Effects in Large Language Models with the QQ Equality: Mechanism Characterization and a Saturation Caveat</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509338</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>AI_LectureNote: A Retrospective Pilot Study of a Post-ASR Workflow for English-Script Rendering and Semantic Drift in Korean-English Medical Lectures</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509346</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Multilingual Sentence Embeddings for Linguistic-Integrated Reliability Audit</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509356</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Zero Hallucination, by Construction: Hallucination-Aware Layered Oversight for Trustworthy Enterprise AI</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509358</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>What Transfers Under Source Shift? Definitions, Examples, and Fine-Tuning for Climate Disclosure Classification</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509361</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Modeling turn-taking with distant viewing: investigating silence thresholds in human and AI-generated discourse</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509363</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>How Does Alignment Tuning Shape Representations of Sycophancy and Related Cue-Induced Biases in LLMs?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509364</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>VEHBench: A Stage-Local Diagnostic Benchmark for LLM-Assisted Vibration Energy Harvester Design</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509365</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>PPL-Factory: Task-Aware and Budget-Aware Data Selection from Language Modeling to Reasoning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509372</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>From Weights to Words: Expressing and Editing Preference Model Inferences in Natural Language</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509377</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Clarify Before Executing: A Self-Evolving Agent for Resolving Intent Asymmetry in 3D Tool Orchestration</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509379</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Can Multimodal Large Language Models Understand OCT?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509381</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>DS@GT ARC at eRisk 2026: Hybrid Multi-Agent LLM System with Structured Algorithmic Guidance for Conversational Depression Screening</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509390</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Geometry of Semantic Space: A Continuous Geometric Framework for the Transformer Architecture</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509393</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>DRNOISE: Benchmarking Deep Research Agents in Misleading Evidence Environments</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509392</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>How Jailbreak Attacks Inform Safety Alignment: A Defender-Centric, Shapley-Based Evaluation of Jailbreak Contributions</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509396</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Abliteration Is Not a Scalpel: Off-Target Effects of Refusal Removal on Decision Disposition Across Model Families</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509401</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>D-NOVA: In-Storage Retrieval Accelerator via Dual-Bound 3D NAND-Optimized Similarity Search with Vector Adaptation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509404</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>It Matters How You Say It: Exploring Rhetorical Patterns for AI-Assisted Information Evaluation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509406</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>AlphaOracle: Oracle bone script decipherment via human-workflow-inspired deep learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509407</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Benchmarking Resource-Efficient LLMs for Research Topic Ontology Generation in the Biomedical Field</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509409</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>MADA-RL: Multi-Agent Debate-Aware Reinforcement Learning for Parameter-Efficient Reasoning in Compact Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509287</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Provably Good Prim-Dijkstra Revisited: New Theory and a Practical Algorithm for a Classical VLSI Routing Problem with LLMs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509411</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>WorldCupArena: Fine-Grained Evaluation of Language Models and Deep-Research Agents on Football Forecasting</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509414</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>O-VAD: Industrial Video Anomaly Detection through Object-Centric Tracking and Reasoning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509415</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Do Language Models Dream of Binding Molecules? Benchmarking LLMs under Spatial Constraints</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509418</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Octopus v3: Technical Report for On-device Sub-billion Multimodal AI Agent</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509417</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Octopus: On-device language model for function calling of software APIs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509421</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Squid: Long Context as a New Modality for Energy-Efficient On-Device Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509426</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>LogicIF: Towards Complex Logic Instruction Following</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509440</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Truncation Blind Spot: How Decoding Strategies Systematically Exclude Human-Like Token Choices</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509443</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SyriSign: A Parallel Corpus for Arabic Text to Syrian Arabic Sign Language Translation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509446</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>GRASP: Grounded CoT Reasoning with Dual-Stage Optimization for Multimodal Sarcasm Target Identification</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509449</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Lost in the Tower of Babel: The Adverse Effects of Incidental Multilingualism in LLMs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509450</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>On the Interpretability of Whisper Encodings Using Sparse Autoencoders</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509460</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Trusting sovereign language models as scientific instruments: evidence from Portugal's AMALIA</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509462</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>MafiaScope: Non-Invasive, Time-Resolved Belief Probing for LLM Agents in Social Deduction Games</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509465</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Semantic Register Compression in Multi-Agent LLM Cascades</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509467</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Harnessing LLMs for Reliable Academic Supervision: A Comparative Study</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509350</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>AEGIS: Awareness-Enhanced Guidance for Iterative Safeguard</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509479</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Can Interpretation Predict Behavior on Unseen Data?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509483</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>STAC: When Innocent Tools Form Dangerous Chains for LLM Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509481</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>DisarmRAG: Stealthy Retriever-Centric Poisoning to Disable Self-Correction in Retrieval-Augmented Generation (Extended Version)</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509489</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Benchmark for Early-stage Parkinson's Disease Detection from Speech</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509488</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Measuring research data reuse in scholarly publications using generative artificial intelligence: Open Science Indicator development and preliminary results</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509491</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Native Active Perception as Reasoning for Omni-Modal Understanding</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509493</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Theoria: Rewrite-Acceptability Verification over Informal Reasoning States</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509495</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Memory in the Loop: In-Process Retrieval as Extended Working Memory for Language Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509496</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>RuBench: A Repository-Level Agentic Coding Benchmark with Natively Authored Russian Task Specifications</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509497</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Function-Aware Fill-in-the-Middle as Mid-Training for Coding Agent Foundation Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509806</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Online-Score-Aided Federated Learning for Resource-Constrained Wireless Clients with Continual Data Arrival</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509506</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Token-Level Cross-Modal Transformer with Contrastive Multi-Task Learning for Breast Cancer Subtype Classification and Survival Prediction</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509507</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>HantaWatch: Federated Learning for Hantavirus Genomic Surveillance</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509511</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Diffusion-corrected Autoregressive Fourier Neural Operator for Droplet Evolution Prediction</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509516</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>RobustMAD: Evaluating Real-World Robustness of Multimodal Small Language Models for Deployable Anomaly Detection Assistants</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509814</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>ExMAG: Learning of Maximally Ancestral Graphs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509836</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>VAE with Hyperspherical Coordinates: Improving Anomaly Detection from Hypervolume-Compressed Latent Space</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509839</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>UnMaskFork: Test-Time Scaling for Masked Diffusion via Deterministic Action Branching</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509520</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Self-Evolving Just-In-Time Memory for Proactive Embodied Safety</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509527</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Feature Generation Using LLMs: An Evolutionary Algorithm Approach</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509531</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Quantifying Ranking Uncertainty in LLM Benchmarks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509534</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Autonomous mechanistic discovery of colorectal cancer vulnerabilities via multi-scale AI swarms</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509542</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>K-IPO: Kendall-constrained Importance Preserving Oversampling for Imbalanced Tabular Data</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509545</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Hierarchical Domain Generalization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509550</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Privacy Cost as Equity Input: A Group Fairness Criterion for Differentially Private Machine Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509553</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Framework for Early Sepsis Prediction via Self-Supervised (JEPA) and Federated Representation Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509556</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Half the Experts, All the Code: One-Shot Domain Pruning of Mixture-of-Experts LLMs for Coding</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509559</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Anatomy of a Truth Direction: Knowledge-Dependent Dimensionality, a Relational Law, and a Convergent Category Geometry in Small Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509560</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Robust Losses from Univariate Base Functions for Noisy-Label Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509564</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Interpretable Anomaly and Drift Detection with Gaussian Mixture Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509565</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Honest Physical-Support Inference after Latent Dictionary Learning: Collision Singularities and Minimax Resolution</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509566</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>First-Order Predictable but Pairwise Fragile: Local Task Adaptation in Trained Transformers</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509568</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Principled Direction-Free Intrinsic Motivation through Model-Free Epistemic Free-Energy Estimators</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509569</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Bridging battery design and health assessment through virtual sensing and physics-informed learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509571</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Certified-Gap Dual-Price Policies for Real-Time Truckload Bid Acceptance with Relocating, Clock-Constrained Resources</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509576</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CADENCE: Closing the Reasoning Gap via Coverage-Adaptive On-Policy Distillation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509580</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Counterfactual Shapley Credit Assignment</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509582</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Regularize or Localize: When Training-Time KV-Cache Geometry Pays Under Quantization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509587</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>What does a Bayes-filtered transformer believe? A predictive Monte Carlo approach</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509593</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Distilled Reinforcement Learning for LLM Post-training</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509926</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Computations and ML for surjective rational maps</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509597</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Lookahead Branching for Neural Network Verification</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509598</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>DRNOISE: Benchmarking Deep Research Agents in Misleading Evidence Environments</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509602</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Rethinking the Suitability of Reinforcement Learning Algorithms Under Practical Transfer Constraints</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509605</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Chebyshev Manifold Adaptation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509609</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Kernelized Linear Attention: Breaking the Capacity Wall with Symmetric Cones</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509611</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Abliteration Is Not a Scalpel: Off-Target Effects of Refusal Removal on Decision Disposition Across Model Families</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509612</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Calibrated Alzheimer's Conversion Risk in Mild Cognitive Impairment: Persistent Homology of Clinical Trajectories with Conformal Guarantees</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509614</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Retrieval-Augmented Interpretable Learning: Towards Task-Specific Zero-Shot Models in Healthcare</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509615</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Lightweight Wrappers for Adapting Time Series Foundation Models to Regional Drought Forecasting</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509616</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>After the Euclidean Highway: Hyperbolic Expert AI as the Next Innovation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509628</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>PoLoRA: A Preconditioned Orthogonalized LoRA Optimizer</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509629</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Can Transformers Really Do It All? On the Compatibility of Inductive Biases Across Tasks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509630</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>TypiCore: A Hybrid Active Query Strategy for Class-Incremental Learning on Time Series</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509631</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Selectivity Matters: Source Node Influence Pruning for Unsupervised Graph Domain Adaptation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509635</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Planning with Transformers: Chain of Computation and Structured Context Windows</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509636</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>MXSens: Sensitivity-Aware Mixed-Precision Quantization for Efficient LLM Inference</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509637</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Towards Reliable Zero-Shot Crowd Forecasting: Evaluating Time Series Foundation Models for Special Event Pedestrian Forecasting</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509639</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>FIFA World Cup 2026 as a Contamination-Free Benchmark for LLM Forecasting Agents: Four Models, a Bookmaker, and 104 Matches</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509641</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Concept of Representation in ML: Beyond Plato and Aristotle</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509649</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>DiFA: Inference-Time Forward-Process Alignment for Diffusion Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509650</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Harness Engineering for LLM-Driven GPU Kernel Generation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509651</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Information-Based Exploration via Random Features for Reinforcement Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509653</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>MADA-RL: Multi-Agent Debate-Aware Reinforcement Learning for Parameter-Efficient Reasoning in Compact Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509656</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Adaptive Mamba Neural Operators</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509660</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Generalised Bellman recurrence and three dualities in sequential decision-making</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509666</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Manifold-Constrained Hyper-Connections for Parameter-Efficient Finetuning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509667</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Do Language Models Dream of Binding Molecules? Benchmarking LLMs under Spatial Constraints</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509669</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Differentiable Logic Gate Networks for Low-Latency EEG Classification on Edge Devices</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509670</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Calibration Channel Determines the Bayes-Error Proxy: An Exact Law for Temperature-Induced Distortion</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509673</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>FlashRT: Agent Harness for Guiding Agents to Deploy Real-Time Multimodal Applications</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509677</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509682</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Novel Hybrid Quantum Reservoir Computing (nHQRC) for Phase Transition Detection in Non-Equilibrium Dynamical Systems</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509684</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>It Depends on the Dataset: When a Brain-Encoding Model's Predicted Responses Beat Their Visual Backbone for Video Memorability</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509686</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Efficient EEG Seizure Detection Using INT8 Quantization, Channel Pruning, and Spiking Neural Networks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509687</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>On Hardware-Aware Design and Optimization of Edge Intelligence</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509689</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Monte Carlo Dropout Uncertainty and Entropy-Thresholded Selective Prediction for Architecture-Agnostic Brain Tumor MRI Triage</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509691</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SGMCE: Segment-Grounded Morphological Concept Explanation for Malaria Parasite Species Identification in Thick Blood Smears</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509700</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509701</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Back to the museum: Investigation of the acceptance of Android Andrea with and without emotion simulation in a museum</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509707</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Harnessing disorder to decouple extension and shear in kirigami metamaterials</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509705</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Exact Network Surgery: Functional Invariance and Gradient Plasticity in Reactive Computational Graphs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509713</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Value of Depth in Message Passing on Sparse Graphs: A Kesten-Stigum Dichotomy</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509718</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Demodulation of chaotic signals using convolutional neural network</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509720</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Identity-Paired Progressive Depth Training: When Trainability Persists Beyond Expressibility</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509732</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>PriorProof: A Point-in-Time Measure of Technique Novelty for Formal Proofs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509729</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>What Do They See? Interpreting Complex Road Scenarios Through the Eyes of Vision-Language-Action Models for Safe and Trustworthy Autonomous Vehicle Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509733</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Increasing Line Outage Localization Performance with Ensemble Classifiers</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509739</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Teach it to stop, not just to click</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509740</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Geometry of Semantic Space: A Continuous Geometric Framework for the Transformer Architecture</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509745</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Interpreting Quantum Learning Models via Stochastic Processes</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509746</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Self-Modifying Lean Proof Agents with Verifier-Grounded Benchmark Coevolution</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509748</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Taurus: Accelerating Out-of-Core Graph Neural Network Inference on Billion-Scale Graphs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509750</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Quantifying Diversity of Thought: A Predictive Law of Weighted LLM Ensemble Lift</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509753</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Feature-Guided Diffusion for Non-Differentiable Inverse Rendering</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509755</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Dimension of Nonterminating Resampling Computations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509756</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Panache: One-Pass Motif Discovery at Every Window Length</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509761</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Curvature Shadow: An Apparent Failure of Maximum-Entropy Equilibrium Selection is a Removable Artifact</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509524</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509770</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Early Yield Prediction for Sugar Beet Fields using Satellite Data -- Learnings from Specialized Vision Transformers</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509771</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Equality, Equity, and Causality in Fairness Research: A Commentary on Cheng (2026)</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508679</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Taurus: Accelerating Out-of-Core Graph Neural Network Inference on Billion-Scale Graphs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508685</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>uSTM: A Lightweight and Efficient STM Supporting General Types and Deferred Aborts</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508715</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CoEvoP＆R: Co-Evolving Placement Objectives with Routing Feedback via Large Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508720</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Life as Plasmas: Autonomy and Interactivism in-materio</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508790</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Broadband Polarization Compensation with Link Segment Reconstruction for Quantum Optical Links</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509786</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Adaptive Adversaries: A Multi-Turn, Multi-LLM Benchmark for LLM Agent Security</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509789</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SciForma: Structure-Faithful Generation of Scientific Diagrams</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508820</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Phase-Sensitive Benchmarking of Composite Quantum Gates with Chiral-Interference Circuits on Quantum Hardware</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509793</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>EVOLVE: Efficient Learned Volume Compression with Variable-Rate Encoding on a Cross-Domain Database</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508868</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Certifying localizable quantum properties with constant sample complexity</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508874</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Hybrid qubit-oscillator module from motional states of two interacting atoms</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508888</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Re-examining the Role of State Texture in Gate Identification and Fixed-Point Resource Theories</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508889</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Learning spectral density functions in open quantum systems</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508901</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Physics-Informed Learning of Effective Error Processes from Limited Noisy Transmon Measurements for Robust QAOA Reliability</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508917</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Two-dimensional electron gas under the effect of constrained potential and magnetic field in curved space</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508971</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SHAPE: Simultaneous Water Hydraulic Actuation and Position Estimation of a Sensorless Remote Actuator through a Thin and Long Flexible Tube</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508975</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>VIDAR: Visual-Inertial Dense Alignment and Reconstruction via a Geometric Foundation Model</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508994</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>From Sign Language Generation to Humanoid Execution: Vision-Language Guided Retargeting with Collision Mitigation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509020</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Patch Policy: Efficient Embodied Control via Dense Visual Representations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509026</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Hybrid Machine Learning for Articulation Angle Estimation of Truck-Semitrailer Combinations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509069</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Vendor-Agnostic LiDAR Data Conversion System with Multi-Signal Detection and Multi-Format Output</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509083</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>RobustVLA: On Robustness of Vision-Language-Action Model against Multi-Modal Perturbations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509830</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Financial Management System for SMEs: Real-World Deployment of Accounts Receivable and Cash Flow Prediction</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509832</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>mHC-GNN: Manifold-Constrained Hyper-Connections for Graph Neural Networks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509833</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>GlyRAG: Context-Aware Retrieval-Augmented Framework for Blood Glucose Forecasting</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509086</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Motion-aware Event Suppression for Event Cameras</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509103</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Parameterized Verification of Deterministic MPI Programs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509123</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>How Do You Choose Your AI Component? An Interview Study of Secure AI Integration in Practice</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509126</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Dependency-Guided Code Generation: Structured Matrix Decomposition and Consistency-Guided Refinement</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509840</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Thermodynamic Limits of Physical Intelligence</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509142</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>IssueExec: A Test-Driven Approach for Localizing Software Engineering Issues</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509159</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>RAIL Guard: Closing the Evaluation-to-Remediation Gap in Responsible AI for LLM Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509166</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Who Will Become the Next Senior? How Generative AI Erodes the Development Pathway in Software Engineering</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509174</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SWE-Pruner Pro: The Coder LLM Already Knows What to Prune</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509192</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Ciphertext- and Polynomial-Level Optimization for Fully Homomorphic Encryption</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509212</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Multi-Model Hybrid Defense Approach Against White-box Adversarial Attacks in Computer Network Traffic</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509234</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>RRAM-DP: Device-Calibrated Differential Privacy for In-Memory Edge Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509251</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Hardware Robustness of Sample-Based Quantum Diagonalization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509853</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Preventing Learning Stagnation in PPO by Scaling to 1 Million Parallel Environments</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509278</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Precision-Varying Prediction (PVP): Robustifying ASR systems against adversarial attacks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509859</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SkillRouter: Skill Routing for LLM Agents at Scale</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509288</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>ThAME: 3D Memory-Enabled Heterogeneous Accelerator for LLM Mixture of Experts</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509291</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>ADEPT: Architecture-Driven Energy-Efficient CNN Fine-Tuning on PIM Accelerators</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509310</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>BBOPlace-Bench: Benchmarking Black-Box Optimization for Chip Placement</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509311</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Unsupervised Keypoints for Real-Time Fall Detection: Comparative Analysis Under Real-world Conditions with Predictive Bandwidth Reduction</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509866</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Sketching the Readout of Large Language Models for Scalable Data Attribution and Valuation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509870</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>DORA: A Scalable Asynchronous Reinforcement Learning System for Language Model Training</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509871</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Differentiable latent structure discovery for interpretable forecasting in clinical time series</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509322</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509875</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Every Component is a Lookup: Token Attribution and Composition from a Single Decomposition</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509876</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Behavioral Credibility Trilemma: When Calibrated Autonomy Becomes Impossible</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509874</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>AQKA: Active Quantum Kernel Acquisition Under a Shot Budget</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509326</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Diagnosing Correctness Probes under Self-Judgement Confounding</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509337</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Robust Summarization of Doctor-Patient Conversations: TalTech Systems for the Beyond Transcription Challenge</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509342</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Safety That Does Not Transfer: Cross-Lingual Clinical Correctness Drift in Deployable Medical Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509344</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Librarian Who Refused to Code: Model-Dependent Identity Enactment in LLM Code Generation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509347</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Token-Level Off-Policy Learning for Faithful Generation Under Distribution Shift</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509884</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>RoVE: Rotary Value Embeddings Attention for Relative Position-dependent Value Pathways</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509887</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Short-Term Electricity Demand Forecasting for New England: A Comprehensive Machine Learning Benchmark with Weather, Calendar, and COVID-19 Indicators</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509890</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>When Can You Debias an LLM Judge? Identifiability Limits, a Test, and Designs for Top-k Ranking</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509892</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>No Subspace to Track: Non-Identifiability and Optimizer State in Low-Rank Training</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509752</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Efficient Sequential Evaluation of Large Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509897</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Auditing Invisible Weight Updates with Reference Traces</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509899</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Adaptive Compute in Latent World Models: When Depth Helps, Hurts, or Doesn't Matter</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509389</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Fenced Citation-Context Retrieval for Case Law: Temporal Leakage and Degree Control Across Two Jurisdictions</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509391</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SlotGuard: Stop Oversharing Private Local Context in LLM Agent Transcri</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509904</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509908</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Gradient Span Algorithms Make Predictable Progress in High Dimension</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509424</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Breaking the Block: Preserving Data Continuity to Train Superior SAEs for Instruct Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509911</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Comprehend, Divide, and Conquer: Feature Subspace Exploration via Multi-Agent Hierarchical Reinforcement Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509912</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>STRATA: A Name-and-Geography Race Inference Model for Fair Lending and Housing Equity Applications</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509915</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Data Balancing Strategies: A Systematic Survey of Resampling and Augmentation Methods</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509442</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Retromorphic Testing with Hierarchical Verification for Hallucination Detection in RAG</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509917</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Breaking the Block: Preserving Data Continuity to Train Superior SAEs for Instruct Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509918</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Stop Misusing t-SNE and UMAP for Visual Analytics</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509920</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>ChipChat: Low-Latency Cascaded Conversational Agent in MLX</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509448</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>MKJ at SemEval-2026 Task 9: A Comparative Study of Generalist, Specialist, and Ensemble Strategies for Multilingual Polarization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509925</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>STAC: When Innocent Tools Form Dangerous Chains for LLM Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509463</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Beyond Parallel Tracking: Interactive Multi-Feature Fusion Drives Semantic Reconstruction from Non-invasive Brain Recordings</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509930</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Lil: Less is Less When Applying Post-Training Sparse-Attention Algorithms in Long-Decode Stage</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509933</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Singular Bayesian Neural Networks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509470</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>DECODEM: Data Extraction from Corporate Organizational Documents via Enhanced Methods</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509475</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Mediator: Memory-efficient LLM Merging with Less Parameter Conflicts and Uncertainty Based Routing</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509486</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>GradAlign: Gradient-Aligned Data Selection for LLM Reinforcement Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509504</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Orthogonal Gradient Constraints Shape Noisy-Label Memorization Dynamics</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509510</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Quantizing Recursive Reasoning Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509515</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>TRACE: Trajectory-Based Safety Patch Learning for LLM Post-Training Realignment</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509519</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Let the Data Decide: Supervision Analysis, Capability Trade-offs, and Adaptive Objective Routing in Continued Pre-Training via Off-Policy Distillation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509941</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>No Certificate, No Categorical Speech Act: A Brouwerian Assertibility Constraint for Public Reason</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509530</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Neural Controlled Differential Equations for EMT-Level Surrogate Modeling of Grid-Forming Inverters</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509537</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Predict-then-Correct Loop Based on Few-Shot Continuous Contextual Bandit for Demand Forecasting</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509541</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Compact convolutional neural networks for AI-based drone detection system</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509546</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Building2Building: A Large Scale Benchmark for Generalizable Real-World Reinforcement Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509548</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Capacity and Redundancy Trade-offs in Multi-Task Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509549</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Learning from World Feedback: Why Model Uncertainty Fails as a Risk Signal in Model-Based RL</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509551</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Multimodal Attention-based Deep Learning for Emergency Triage with Electronic Health Records</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509953</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Geometry Adaptive Counterfactual Distribution Learning with Diffusion-Guided Smoothing</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509592</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>DynImmune-BERT: Dynamic Immune Repertoire Modeling with Neural ODE Driven Continuous Transformers</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509599</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>WAR: Workload-Aware Rollouts for Synchronous Agentic Reinforcement Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509962</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Reclaim Evaluation: A Lossy Memory Is Worse Than an Empty One</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509964</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Theoria: Rewrite-Acceptability Verification over Informal Reasoning States</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509623</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>AGG: Jacobian-Aggregated Group Gradient for Efficient GRPO Training of Diffusion Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509633</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Beyond Objective Expressivity: Geometry Preservation in Multimodal Contrastive Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509969</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Learning-enabled Parameter Synthesis for Nonlinear Systems from Signal Temporal Logic</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509970</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A small language model detects behavioural faithfulness gaps that frontier judges and human raters miss</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509972</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Label-Decoupled Style Augmentation for Domain Generalization in Multi-Label Remote Sensing Scene Classification</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509974</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>When a Verified World Model Still Loses: Play-Adequacy vs Prediction-Accuracy in LLM-Synthesized Code World Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509644</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Mobius Learning: Cyclic Depth Folding in Transformers</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509647</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Geometric Perspective on Stabilizing Value Conflict Resolution</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509652</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>fSRD: Fuzzy Spectral Region Decomposition -- Automated Multi Operator Koopman Representations via an Adaptive Spectral Learning Architecture</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509661</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SelectInfer: Selective Neuron Loading and Computation for On-Device LLMs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509980</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Design and Validation of a Lightweight 1D CNN for Affective Touch Classification in Soft Plush Companions</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509671</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>OR Else: A Differentiable Trust Region for Policy Optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509674</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Three-Body Scattering for Generative Modeling</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509711</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>OpenLanguageModel: Readable and Composable Small-Language-Model Pretraining for Education and Research</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509717</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Dropout and Random Gradient Masking Are Asymptotically Equivalent in Large ResNets</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509719</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Diagnosing Correctness Probes under Self-Judgement Confounding</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509994</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Accurate and Efficient Long-Term Memory for LLM Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509726</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Deep Adaptive Bayesian Screening</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510006</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Exact Network Surgery: Functional Invariance and Gradient Plasticity in Reactive Computational Graphs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509775</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Reasoning as a Double-Edged Sword: Architecture and Cross-Stage Robustness in Vision-Language-Action Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509781</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Value-Aware Prediction for Robust Multi-Agent Coordination Under Communication Loss</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509792</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510011</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Diversity-Oriented Fine-Tuning for Uncertainty-Based Hallucination Detection</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510012</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>DS@GT ARC at eRisk 2026: Hybrid Multi-Agent LLM System with Structured Algorithmic Guidance for Conversational Depression Screening</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509795</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>PPL-Factory: Task-Aware and Budget-Aware Data Selection from Language Modeling to Reasoning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509802</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Automated Reinforcement Learning: An Overview</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510015</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Constraint-Anchored Reasoning Traces</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509805</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Regret Optimality of Sample Average Approximation for Data-Driven Newsvendor Problems: A General Optimization Perspective</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510019</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>From Overload to Insights: How AI Agents Can Support Scientists in Analyzing Complex Data</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510026</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>PriorProof: A Point-in-Time Measure of Technique Novelty for Formal Proofs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510028</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>When LLMs Over-Answer: Measuring and Mitigating Quality Issues in LLM-Based Hardware Description Language Question Answering</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510027</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Reward-Driven LLM Agent Workflows: Synthesizing POMDP Routing and Self-Correction for Autonomous Decision-Making</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509815</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Survey on Unlearnable Data</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510030</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Otap:Structure-Aware Optimal Transport for Evaluating Planning and Execution in Agent Trajectories</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509818</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Sign-SZPO: Provable Preference-based Reinforcement Learning with an Unknown Link Function</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510040</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>An Explicit World Model Based on Data-First Ontology: DaoQL Multimodal Storage Validation and Counterfactual Reasoning Evaluation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510043</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Agentic ERP: Multi-Agent Large Language Model Architecture for Autonomous Enterprise Resource Planning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509842</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Bigger Is Safer: Provable Robustness in In-Context Learning Scales with Capacity</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509843</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Audio-Visual Continual Test-Time Adaptation without Forgetting</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510050</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Panache: One-Pass Motif Discovery at Every Window Length</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510053</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Curvature Shadow: An Apparent Failure of Maximum-Entropy Equilibrium Selection is a Removable Artifact</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509849</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Breaking the Factorization Barrier in Diffusion Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509851</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>From Heuristic Selection to Automated Algorithm Design: LLMs Benefit from Strong Priors</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509860</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Precision-Varying Prediction (PVP): Robustifying ASR systems against adversarial attacks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509861</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SpecXMaster Technical Report</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509868</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Generative Augmentation of Imbalanced Flight Records for Flight Diversion Prediction: A Multi-objective Optimisation Framework</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509872</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>How Many Iterations to Jailbreak? Dynamic Budget Allocation for Multi-Turn LLM Evaluation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509881</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>FAIR-Calib: Frontier-Aware Instability-Reweighted Calibration for Post-Training Quantization of Diffusion Large Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509882</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SPIN: Decentralized Swarm Control via Tensorized Policy Coordination</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510062</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>FlowBlock: Wavefront-Parallel Decoding for Self-Correcting Diffusion Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509903</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>LATTICE: Graph Self-Supervised Learning for Multimodal Spatial Omics Integration</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509910</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Regret Minimization for Piecewise Linear Rewards: Contracts, Auctions, and Beyond</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509923</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>One-shot acceleration of transient PDE solvers via online-learned preconditioners</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509935</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Uncertainty Decomposition for Bayes-Filtered Transformers via Bayesian Predictive Inference</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510071</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Dynamic Defense Profiling Enables Cognitive Jailbreak of Text-to-Image Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509946</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>MinShap: A Shapley-Based Framework for Feature Redundancy</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509947</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Turtle shell clustering: A mixture approach to discriminative clustering with applications to flow cytometry and other data</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509948</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Information-Theoretic Measures in AI: A Practical Decision Framework</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509951</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>FAME: Failure-Aware Mixture-of-Experts for Message-Level Log Anomaly Detection</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510080</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Towards Agentic Agent-based Models: Feasibility, Performance, and Statistical Model Checking</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509968</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>EHR-MPC: Inference-Time Control for Sepsis Treatment with Generative Patient Digital Twins</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510084</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>PAMD: Structured Adaptive Distances for Bisimulation Representations in Visual Reinforcement Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509976</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Decision Making Needs Uncertainty Quantification [Lecture Notes]</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509981</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Some Large Language Models Exhibit Consistent Risk Attitudes</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509982</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Survey on GNN-based Link Prediction: Techniques, Applications, and Challenges</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510089</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Judge-dependent safety gains and model-specific helpfulness costs of evidence-sufficiency prompting in clinical LLMs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509984</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Deterministic Replay for AI Agent Systems</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509985</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Generative Ontology Induction: Domain-Agnostic Schema Discovery from Document Corpora Using Large Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509987</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509989</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>PPO-HSC: An Exploratory Reinforcement Learning Framework Based on Wide-Area Policy Coverage Optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61509991</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>ColGraphRAG: Late-Interaction Evidence Retrieval for Multimodal GraphRAG</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510000</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Interactive Task Alignment as a POMDP</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510097</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>International Agreements to Limit Frontier AI: Objectives and Exit</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510010</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>TopoTuner: Topological Finetuning of Large Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510014</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>RECON: Benchmarking Agent Memory for Compositional Reasoning over Long Contexts</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510099</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>From Weights to Words: Expressing and Editing Preference Model Inferences in Natural Language</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510016</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Supporting Autonomous Process Execution within a Multi-Perspective Constraint Frame via Numeric Planning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510024</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Training Continuous Chain of Thought Models: A Tale of Two Regimes</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510031</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Fourier Geometric Wind Power Forecasting with Numerical Weather Prediction</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510045</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Self-Modifying Lean Proof Agents with Verifier-Grounded Benchmark Coevolution</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510047</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Intermittent Control Is Not Diluted Control: A Switching Effect in Artificial Agency</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510052</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Can AI Agents Really Complete RTL-to-GDS? Lessons from Benchmarking Tool-Interactive EDA Workflows</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510109</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>RobustMAD: Evaluating Real-World Robustness of Multimodal Small Language Models for Deployable Anomaly Detection Assistants</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510059</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Is Progressive Disclosure All You Need for Long-Context Agents?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510061</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Verify, Repair, Repeat, or Stop? Robust Stopping for Noisy Verify-Repair Loops in LLM Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510070</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>WuYu-EnvLE-Bench: A Benchmark for Evaluating Large Language Models in Environmental Law Enforcement</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510074</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Hardware-oriented Approach for Efficient Bayesian Inference Computation and Deployment</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510079</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Autonomous Agency Scale: A Behavioral Framework for Measuring Self-Directed Behavior in AI Systems</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510083</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510118</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Feature Generation Using LLMs: An Evolutionary Algorithm Approach</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510092</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Logical Judgments Under Pressure: Diagnosing Syllogistic Stability with Learned Soft Prefixes</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510093</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>DocOCR-Eval: A Correction-Based Framework for OCR Tool Selection Without Ground Truth</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510095</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Comparing Spectrogram Front-Ends for Abnormal Heart-Sound Detection with a Convolutional Neural Network</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510100</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Token-Level Cross-Modal Transformer with Contrastive Multi-Task Learning for Breast Cancer Subtype Classification and Survival Prediction</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510292</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Geometric Perspective on Stabilizing Value Conflict Resolution</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510124</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Autonomous mechanistic discovery of colorectal cancer vulnerabilities via multi-scale AI swarms</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510104</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Quantizing Recursive Reasoning Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510107</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>KernelBench-Verified: Do LLM-Generated Kernels Actually Beat PyTorch?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510108</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>TRACE: Trajectory-Based Safety Patch Learning for LLM Post-Training Realignment</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510133</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>It Depends on the Dataset: When a Brain-Encoding Model's Predicted Responses Beat Their Visual Backbone for Video Memorability</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510116</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale Scaling</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510137</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Med-OPD: Improving Medical Vision-Language Models via Evidence-Aware On-Policy Distillation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510117</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Comprehensive Evaluation of Machine Learning for Type 2 Diabetes Risk Prediction: Large-Scale External Validation and Fairness Analysis</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510121</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Neural Controlled Differential Equations for EMT-Level Surrogate Modeling of Grid-Forming Inverters</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510126</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>From Intent to Infrastructure: LLM-Driven Agent Compilers for ISAC Networks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510141</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Monte Carlo Dropout Uncertainty and Entropy-Thresholded Selective Prediction for Architecture-Agnostic Brain Tumor MRI Triage</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510142</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>GMoT: Gated Motion-Aware Tokenization for Fine-Grained Micro-Gesture Video Reasoning with Multimodal LLMs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510129</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Intelligence-Guided Adaptive Purification for DDoS-Resilient Quantum Networks: A CUDA-Q based Study</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510130</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>GenSyn10: A Multi-Generative AI Dataset For Benchmarking Image Classification</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510132</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Identity-Consistent Expression Fields: A Disentangled Neural Radiance Field Framework for Few-Shot Facial Expression Synthesis</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510136</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Efficient EEG Seizure Detection Using INT8 Quantization, Channel Pruning, and Spiking Neural Networks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510148</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Clarify Before Executing: A Self-Evolving Agent for Resolving Intent Asymmetry in 3D Tool Orchestration</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510144</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>AEVAL: From Anecdotal to Deterministic Testing for Agentic Skill Workflows</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510152</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Quantum-Classical Hybrid Framework for Multivariate Time-Series Forecasting Complexity-Fidelity Trade-offs and Limitations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510151</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Reliable Remediation Impact Prediction for Black-Box Security Ratings</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510112</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Let the Data Decide: Supervision Analysis, Capability Trade-offs, and Adaptive Objective Routing in Continued Pre-Training via Off-Policy Distillation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510123</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Reducing Per-Sample Harm in Stochastic Optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510163</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>K-IPO: Kendall-constrained Importance Preserving Oversampling for Imbalanced Tabular Data</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510149</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Predict-then-Correct Loop Based on Few-Shot Continuous Contextual Bandit for Demand Forecasting</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510155</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Fantastic Adaptive Taxonomies and How to Use Them</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510181</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Causal Markov Condition for Value</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510167</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Capacity and Redundancy Trade-offs in Multi-Task Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510185</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Explainable Lightweight Compact Deep Models for Speech Emotion Recognition</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510173</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Privacy Cost as Equity Input: A Group Fairness Criterion for Differentially Private Machine Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510174</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CLOSER-Bench: Evaluating Budgeted Cross-Stage Design Closure for Hardware Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510178</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>How Do You Choose Your AI Component? An Interview Study of Secure AI Integration in Practice</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510237</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CoEvoP＆R: Co-Evolving Placement Objectives with Routing Feedback via Large Language Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510251</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>COLIP-2: Olfaction-Vision-Language Embeddings</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510183</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Spatiotemporal Facial Action Unit Detection using Twin Cycle Autoencoders for Driver Monitoring</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510252</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CoCurve: Cross-Module Co-Pruning Curvature for Training-Free Structured LLM Pruning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510186</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>First-Order Predictable but Pairwise Fragile: Local Task Adaptation in Trained Transformers</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510192</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Certified-Gap Dual-Price Policies for Real-Time Truckload Bid Acceptance with Relocating, Clock-Constrained Resources</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510299</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Natural Language Access to Domain-Specific Metadata: A Reusable Framework for LLM Query Generation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510198</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>What Do They See? Interpreting Complex Road Scenarios Through the Eyes of Vision-Language-Action Models for Safe and Trustworthy Autonomous Vehicle Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510200</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CADENCE: Closing the Reasoning Gap via Coverage-Adaptive On-Policy Distillation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510203</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Automated Cardiac Adipose Tissue Segmentation in Computed Tomography: A Literature Review</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510376</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Lost in Transmission: An Information-Theoretic Account of Unsupervised Software Traceability</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510380</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>OMAC: A Holistic Optimization Framework for LLM-Based Multi-Agent Collaboration</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510208</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510382</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510386</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Can Interpretation Predict Behavior on Unseen Data?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510213</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>DepthART: Scaling Foundation Monocular Depth to Tiny Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510215</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Teach it to stop, not just to click</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510220</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Auditing Question-Order Effects in Large Language Models with the QQ Equality: Mechanism Characterization and a Saturation Caveat</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510460</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>GroundShot: Visually Consistent Multi-Shot Long Video Generation via Entity-Grounded Shot Scheduling</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510224</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Distilled Reinforcement Learning for LLM Post-training</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510227</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Between Safe Boundaries: Exploiting Temporal Consistency for Jailbreaking Text-To-Video Generation Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510468</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Eticas AI Risk Taxonomy: Open Infrastructure for Operationalizing AI Audits</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510281</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Vis2Reg: Visibility-Aware Landmark-Free Geometric 3D--2D Registration for Liver Laparoscopy</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510232</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Optimization Trilemma: Efficiency, Comfort and Fairness in Decentralized Multi-agent Coordination</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510234</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>STAR: Skeletal Token Alignment and Rearrangement for Interaction Recognition</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510235</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Mathematical Discovery in the Wild: AI-Guided Proofs in Banach Space Theory</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510238</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Kernelized Linear Attention: Breaking the Capacity Wall with Symmetric Cones</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510240</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Multilingual Sentence Embeddings for Linguistic-Integrated Reliability Audit</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510243</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Retrieval-Augmented Interpretable Learning: Towards Task-Specific Zero-Shot Models in Healthcare</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510247</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Oracle Gap and Signal Fidelity: A Fixed-Pool Diagnostic for Test-Time Collaboration</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510248</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CommitLLM: A Fine-Tuned Pipeline for Git Commit Message Generation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510254</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Detection, Attribution, Narration: An End-to-End Pipeline for Explainable Money Mule Identification</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510258</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>TypiCore: A Hybrid Active Query Strategy for Class-Incremental Learning on Time Series</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510269</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Time-Frequency Consistency Learning for Robust Speech Deepfake Detection</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510271</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>FIFA World Cup 2026 as a Contamination-Free Benchmark for LLM Forecasting Agents: Four Models, a Bookmaker, and 104 Matches</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510274</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CDIS: Cross-Dimensional Class-Agnostic 3D Instance Segmentation via 2D Mask Tracking and 3D-2D Projection Merging</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510272</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Measuring Monosemanticity in Sparse Autoencoders via Latent Activation Coherence</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510273</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Persona-as-Configuration: Generative Stakeholder Reporting for Agricultural Floods</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510279</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Medical Imaging Fusing Vision Transformer: Laryngeal Cancer Screening with Explanation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510285</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CaT-GS: Efficient 3DGS Rendering for Large Scale Scenes via Inter-frame Caching and Tile Scheduling</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510287</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Zero Hallucination, by Construction: Hallucination-Aware Layered Oversight for Trustworthy Enterprise AI</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510288</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Chemical filters for ultra-high-throughput materials screening and generation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510291</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>The Art of Not Forgetting</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510298</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>MADA-RL: Multi-Agent Debate-Aware Reinforcement Learning for Parameter-Efficient Reasoning in Compact Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510301</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Adaptive Adversaries: A Multi-Turn, Multi-LLM Benchmark for LLM Agent Security</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510302</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Autoresearch with Coding Agents: Generalizers and Metric-Maximizers on Quran Recitation Data</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510305</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Generalised Bellman recurrence and three dualities in sequential decision-making</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510308</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Enhancing Rubric-based RL via Self-Distillation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510309</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>How Does Alignment Tuning Shape Representations of Sycophancy and Related Cue-Induced Biases in LLMs?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510310</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>O-VAD: Industrial Video Anomaly Detection through Object-Centric Tracking and Reasoning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510329</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Mini Amusement Parks (MAPs): A Testbed for Modelling Business Decisions</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510312</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>LLMs and Agentic AI Systems for Smart Grids: A Tutorial on Architectures and Applications</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510342</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Agent psychometrics: Task-level performance prediction in agentic coding benchmarks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510319</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Simple Domain Generalization for Strong Pixel-Level Image Tampering Detection in Modern VLMs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510320</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Automated Discovery Has No Universally Superior Harness</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510333</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>From Classical to Quantum Reinforcement Learning and Its Applications in Quantum Control: A Beginner's Tutorial</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510336</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Lyapunov Stability-Aware Stackelberg Game for Low-Altitude Economy: A Control-Oriented Pruning-Based DRL Approach</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510338</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SCA: Segment-Wise CoT Compression with Answer Alignment</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510341</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CARV: A Diagnostic Benchmark for Compositional Analogical Reasoning in Multimodal LLMs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510345</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Information-Theoretic Measures in AI: A Practical Decision Framework</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510352</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Regularized Offline Policy Optimization with Posterior Hybrid Bayesian Belief</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510354</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>RoboPIN: Grounded Embodied Reasoning via Pinned Chain-of-Thought</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510355</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Heteroskedastic Signals in Budgeted LLM Verification: Structural Heterogeneity Limits Optimization Gains</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510356</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Omni-Perception Policy Optimization for Multimodal Emotion Reasoning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510358</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Theoria: Rewrite-Acceptability Verification over Informal Reasoning States</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510359</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510360</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Memory in the Loop: In-Process Retrieval as Extended Working Memory for Language Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510363</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Function-Aware Fill-in-the-Middle as Mid-Training for Coding Agent Foundation Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510367</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>When a Verified World Model Still Loses: Play-Adequacy vs Prediction-Accuracy in LLM-Synthesized Code World Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510368</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SportD: Can VLMs Physically Strategize?</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510373</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CarbonNet: How Computer Vision Plays a Role in Climate Change? Application: Learning Geomechanics from Subsurface Geometry of CCS to Mitigate Global Warming</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510377</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Mediator: Memory-efficient LLM Merging with Less Parameter Conflicts and Uncertainty Based Routing</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510381</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Data Balancing Strategies: A Systematic Survey of Resampling and Augmentation Methods</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510383</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Learning MMSE Filters for OFDM Channel Estimation: Attention Transformer Gains at Linear Inference</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510385</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Sequential Attention-based Sampling for Histopathological Analysis</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510388</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Symmetric Behavior Regularized Policy Optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510391</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Is "Knowing It's Malicious Enough?" Evaluating LLMs for Fine-Grained Malware Behavior Auditing</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510392</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>From Evidence to Trajectory: Abductive Reasoning Path Synthesis for Retrieval-Augmented Generation Agents Development</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510393</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>STAC: When Innocent Tools Form Dangerous Chains for LLM Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510397</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>When Fewer Layers Break More Chains: Layer Pruning Harms Test-Time Scaling in LLMs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510405</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SONAR: Spectral-Contrastive Audio Residuals for Generalizable Deepfake Detection</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510406</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510408</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>mHC-GNN: Manifold-Constrained Hyper-Connections for Graph Neural Networks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510412</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Hybrid Mamba-Attention Neural Architecture for Channel Estimation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510415</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SoMA: A Real-to-Sim Neural Simulator for Robotic Soft-body Manipulation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510416</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Evaluating LLMs When They Do Not Know the Answer: Statistical Evaluation of Mathematical Reasoning via Comparative Signals</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510417</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>UnMaskFork: Test-Time Scaling for Masked Diffusion via Deterministic Action Branching</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510419</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>GradAlign: Gradient-Aligned Data Selection for LLM Reinforcement Learning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510418</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Thermodynamic Limits of Physical Intelligence</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510424</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>No Certificate, No Categorical Speech Act: A Brouwerian Assertibility Constraint for Public Reason</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510426</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>L2GTX: From Local to Global Time Series Explanations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510427</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>FormulaCode: Evaluating Agentic Optimization on Large Codebases</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510430</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Vision2Web: A Hierarchical Benchmark for Visual Website Development with Agent Verification</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510431</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>SyriSign: A Parallel Corpus for Arabic Text to Syrian Arabic Sign Language Translation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510439</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Systematic Investigation of RL-Jailbreaking in LLMs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510440</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A Benchmark for Early-stage Parkinson's Disease Detection from Speech</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510444</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Every Component is a Lookup: Token Attribution and Composition from a Single Decomposition</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510449</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>CyberGym-E2E: Scalable Real-World Benchmark for AI Agents' End-to-End Cybersecurity Capabilities</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510450</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Improving Answer Extraction in Context-based Question Answering Systems Using LLMs</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510454</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>FlashMemory-DeepSeek-V4: Lightning Index Ultra-Long Context via Lookahead Sparse Attention</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510457</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Hy-Embodied-0.5-VLA: From Vision-Language-Action Models to a Real-World Robot Learning Stack</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510461</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Short-Term Electricity Demand Forecasting for New England: A Comprehensive Machine Learning Benchmark with Weather, Calendar, and COVID-19 Indicators</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510464</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>From Scene-Centric to Observer-Centric: Modeling Observer-Aware Relations for 3D Scene Graph Generation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510470</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510471</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>RuBench: A Repository-Level Agentic Coding Benchmark with Natively Authored Russian Task Specifications</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510476</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A small language model detects behavioural faithfulness gaps that frontier judges and human raters miss</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510474</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Trusting sovereign language models as scientific instruments: evidence from Portugal's AMALIA</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510479</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Adaptive Compute in Latent World Models: When Depth Helps, Hurts, or Doesn't Matter</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510483</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Tabular Foundation Models for Discrete Choice Estimation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510487</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>AI-Augmented Human Resource Management? Insights from German companies</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510488</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Value Leakage: An LLM's Answers Are Silently Shaped by Its Own Values</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510032</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Evidence Interfaces Shape How Retrieval-Augmented Readers Use Support</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510490</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Harnessing LLMs for Reliable Academic Supervision: A Comparative Study</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510496</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Loop the Loopies!</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510056</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Reinforcement Learning: From Algorithms To Foundation Models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61510066</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>LaT: LLM-as-Trainer for Multi-Task Vehicle Routing Solvers</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508753</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>A projection-free approach toward mapping the structured polarization fields</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508758</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Shortcuts to adiabaticity in five-level systems using counter-diabatic driving and time-rescaling optimization</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508762</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Universal Parent Hamiltonians for Adiabatic Warm Starts</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://ax-news.com/?article=61508770</loc>
    <news:news>
      <news:publication>
        <news:name>AX-NEWS</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-21T04:00:00+00:00</news:publication_date>
      <news:title>Operational Relation Between One-Time and Two-Time Work Protocols and Measurement-Resolution-Induced Transitions in Quantum Work Statistics</news:title>
    </news:news>
  </url>
</urlset>