Frontier-Eng: Benchmarking Self-Evolving Agents on Real-World Engineering Tasks with Generative Optimization Paper • 2604.12290 • Published 4 days ago • 16
Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe Paper • 2604.13016 • Published 4 days ago • 77
Claw-Eval: Toward Trustworthy Evaluation of Autonomous Agents Paper • 2604.06132 • Published 11 days ago • 114
Tool-R0: Self-Evolving LLM Agents for Tool-Learning from Zero Data Paper • 2602.21320 • Published Feb 24 • 12
Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments Paper • 2602.11964 • Published Feb 12 • 13
P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads Paper • 2602.09443 • Published Feb 10 • 59
Code2World: A GUI World Model via Renderable Code Generation Paper • 2602.09856 • Published Feb 10 • 202
InftyThink+: Effective and Efficient Infinite-Horizon Reasoning via Reinforcement Learning Paper • 2602.06960 • Published Feb 6 • 14