From Research Goals to Scientific Closure: Evaluating Agents Through Evidence-Supported Physics Research Paper • 2610.21767 • Published 5 days ago • 36
Intern-Decision: Efficient Multimodal Decision Making with Autoregressive Masked Language Modeling Paper • 2610.22131 • Published 5 days ago • 25
Rethinking Critic Learning in PPO: Understanding and Mitigating Value Flattening Paper • 2609.18708 • Published Sep 16 • 85
SimpleOPD: Simple Tokenizer-Agnostic On-Policy Distillation for Long-Context Reasoning Paper • 2608.14277 • Published Aug 14 • 36
Can LLM Agents Stick to the Script? A Benchmark for Long-Horizon Consistency in Interactive Narratives Paper • 2608.08160 • Published Aug 8 • 31 • 3
Can LLM Agents Stick to the Script? A Benchmark for Long-Horizon Consistency in Interactive Narratives Paper • 2608.08160 • Published Aug 8 • 31
AutoFigure: Generating and Refining Publication-Ready Scientific Illustrations Paper • 2602.03828 • Published Feb 3 • 20