The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning Paper • 2606.29526 • Published Jun 28 • 170
Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs Paper • 2605.30611 • Published May 28 • 254
PRISM: A Multi-Dimensional Benchmark for Evaluating LLM Peer Reviewers Paper • 2605.26730 • Published May 27 • 18