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CoWeaver: A Bi-directional, Learnable and Explainable Matching Engine for Mixed Human-Agent Science Collaboration https://ax-news.com/?article=59409157 AX-NEWS en 2026-07-20T04:00:00+00:00 Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory https://ax-news.com/?article=59409170 AX-NEWS en 2026-07-20T04:00:00+00:00 VCG-Bench: Towards A Unified Visual-Centric Benchmark for Structured Generation and Editing https://ax-news.com/?article=59409174 AX-NEWS en 2026-07-20T04:00:00+00:00 AuAu: A Benchmark for Auditing Authoritarian Alignment in Large Language Models https://ax-news.com/?article=59409195 AX-NEWS en 2026-07-20T04:00:00+00:00 Code-MUE: Measuring Code LLMs' Uncertainty through Execution-based Semantic Interaction Graphs https://ax-news.com/?article=59409201 AX-NEWS en 2026-07-20T04:00:00+00:00 Regularity-Aware Stochastic MGDA with Adaptive Conflict-Avoidant Update Direction Control https://ax-news.com/?article=59409204 AX-NEWS en 2026-07-20T04:00:00+00:00 From hyperplanes to hyperellipsoids: characterizing the inherent interpretability of linear and single-qubit mixed-state binary classification models https://ax-news.com/?article=59409179 AX-NEWS en 2026-07-20T04:00:00+00:00 What Models Express, Suppress, and Resist: Auditing Open-Weight LLMs with Persona Vectors https://ax-news.com/?article=59409180 AX-NEWS en 2026-07-20T04:00:00+00:00 LLM-as-a-Judge Scores Are Unreliable Optimization Signals in Closed-Loop Table Recognition https://ax-news.com/?article=59409186 AX-NEWS en 2026-07-20T04:00:00+00:00 SODA: Semi On-Policy Black-Box Distillation for Large Language Models https://ax-news.com/?article=59409189 AX-NEWS en 2026-07-20T04:00:00+00:00 Self-Attention as Transport: Limits of Symmetric Spectral Diagnostics https://ax-news.com/?article=59409240 AX-NEWS en 2026-07-20T04:00:00+00:00 In-context learning of closed form solution to simple linear regression task using transformer with linear 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