StateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling Paper • 2608.15089 • Published 4 days ago • 221
RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources Paper • 2606.29538 • Published Jul 16 • 144
JAVEDIT: Joint Audio-Visual Instruction-Guided Video Editing with Agentic Data Curation Paper • 2606.03168 • Published Jun 2 • 47
A.S.E: A Repository-Level Benchmark for Evaluating Security in AI-Generated Code Paper • 2508.18106 • Published Aug 25, 2025 • 350