Frozen Models, Evolving Expertise: Model-Agnostic Learning from Deployment Experience for Multimodal Medical AI Paper • 2610.09146 • Published 6 days ago • 6
DecepEval: A Benchmark for Evaluating Deception in LLM Agents Paper • 2610.07967 • Published 6 days ago • 76
ScholarCatalyst: A Benchmark for Retrieving Papers That Inspire New Research Paper • 2610.02202 • Published 11 days ago • 14
Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents Paper • 2609.17708 • Published 27 days ago • 78
Why Gated DeltaNet Survives 4-Bit Quantization: NVFP4 W4A4 for the Recurrent Half of a Hybrid 27B LLM Paper • 2609.04098 • Published Sep 3 • 86
Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills Paper • 2609.02749 • Published Sep 2 • 408
Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination Paper • 2608.14391 • Published Aug 14 • 287