Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows Paper • 2604.28139 • Published 17 days ago • 42
ClawMark: A Living-World Benchmark for Multi-Turn, Multi-Day, Multimodal Coworker Agents Paper • 2604.23781 • Published 21 days ago • 33
BARRED: Synthetic Training of Custom Policy Guardrails via Asymmetric Debate Paper • 2604.25203 • Published 19 days ago • 8
Why Fine-Tuning Encourages Hallucinations and How to Fix It Paper • 2604.15574 • Published about 1 month ago • 23
DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data Paper • 2604.19859 • Published 26 days ago • 51
DR^{3}-Eval: Towards Realistic and Reproducible Deep Research Evaluation Paper • 2604.14683 • Published about 1 month ago • 36
view article Article Inside VAKRA: Reasoning, Tool Use, and Failure Modes of Agents ibm-research • Apr 15 • 28
From Reasoning to Agentic: Credit Assignment in Reinforcement Learning for Large Language Models Paper • 2604.09459 • Published Apr 13 • 13
OccuBench: Evaluating AI Agents on Real-World Professional Tasks via Language World Models Paper • 2604.10866 • Published Apr 13 • 66
Claw-Eval: Toward Trustworthy Evaluation of Autonomous Agents Paper • 2604.06132 • Published Apr 7 • 119
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver Paper • 2604.08377 • Published Apr 9 • 289
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 Apr 6 • 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 merve, pcuenq, sergiopaniego, burtenshaw, Steveeeeeeen, alvarobartt, SaylorTwift • Apr 2 • 894
Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills Paper • 2603.25158 • Published Mar 26 • 53
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 • 98