EarlyEval: Cheaper Agent Evaluation via Early Outcome Prediction Paper • 2609.02783 • Published 3 days ago • 113
Does On-Policy Distillation Really Distill? From Noisy Teacher to Self-Improvement Paper • 2608.31046 • Published 5 days ago • 139
SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring Paper • 2608.09802 • Published 26 days ago • 134
Dockerless: Environment-Free Program Verifier for Coding Agents Paper • 2606.28436 • Published Jun 26 • 117
CollectionLoRA: Collecting 50 Effects in 1 LoRA via Multi-Teacher On-Policy Distillation Paper • 2605.25378 • Published May 25 • 63
Video Analysis and Generation via a Semantic Progress Function Paper • 2604.22554 • Published Apr 24 • 64
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond Paper • 2604.22748 • Published Apr 24 • 234
InCoder-32B-Thinking: Industrial Code World Model for Thinking Paper • 2604.03144 • Published Apr 3 • 239