StateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling Paper • 2608.15089 • Published about 1 month ago • 446
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Paper • 2605.23904 • Published May 22 • 265
Feedback Friction: LLMs Struggle to Fully Incorporate External Feedback Paper • 2506.11930 • Published Jun 13, 2025 • 53
SemiEvol: Semi-supervised Fine-tuning for LLM Adaptation Paper • 2410.14745 • Published Oct 17, 2024 • 47