BARRED: Synthetic Training of Custom Policy Guardrails via Asymmetric Debate Paper • 2604.25203 • Published 5 days ago • 7
Why Fine-Tuning Encourages Hallucinations and How to Fix It Paper • 2604.15574 • Published 17 days ago • 21
DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data Paper • 2604.19859 • Published 12 days ago • 51
DR^{3}-Eval: Towards Realistic and Reproducible Deep Research Evaluation Paper • 2604.14683 • Published 17 days ago • 35
view article Article Inside VAKRA: Reasoning, Tool Use, and Failure Modes of Agents 17 days ago • 28
From Reasoning to Agentic: Credit Assignment in Reinforcement Learning for Large Language Models Paper • 2604.09459 • Published 20 days ago • 13
OccuBench: Evaluating AI Agents on Real-World Professional Tasks via Language World Models Paper • 2604.10866 • Published 20 days ago • 64
Claw-Eval: Toward Trustworthy Evaluation of Autonomous Agents Paper • 2604.06132 • Published 26 days ago • 119
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver Paper • 2604.08377 • Published 24 days ago • 288
Xpertbench: Expert Level Tasks with Rubrics-Based Evaluation Paper • 2604.02368 • Published Mar 27 • 12
When LLMs are Unfit Use FastFit: Fast and Effective Text Classification with Many Classes Paper • 2404.12365 • Published Apr 18, 2024 • 2
How Well Do Agentic Skills Work in the Wild: Benchmarking LLM Skill Usage in Realistic Settings Paper • 2604.04323 • Published 27 days ago • 41
MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome Paper • 2603.28407 • Published Mar 30 • 70
view article Article Welcome Gemma 4: Frontier multimodal intelligence on device +5 about 1 month ago • 885
Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills Paper • 2603.25158 • Published Mar 26 • 52
LongCat-Flash-Prover: Advancing Native Formal Reasoning via Agentic Tool-Integrated Reinforcement Learning Paper • 2603.21065 • Published Mar 22 • 77
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis Paper • 2603.20278 • Published Mar 17 • 96
Look Where It Matters: High-Resolution Crops Retrieval for Efficient VLMs Paper • 2603.16932 • Published Mar 14 • 88
Alignment Makes Language Models Normative, Not Descriptive Paper • 2603.17218 • Published Mar 17 • 46