Apodex Discovery: Reality Benchmarks and Environments for Evaluating and Building Discoverative Artificial Intelligence Paper • 2608.11341 • Published Aug 11 • 72
SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring Paper • 2608.09802 • Published Aug 10 • 85
AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning Paper • 2608.05987 • Published Aug 6 • 104
Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Paper • 2608.10299 • Published Aug 10 • 138
StateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling Paper • 2608.15089 • Published Aug 15 • 449
Post-Training Leaves Behavioral Shadows on Unrelated Decisions Paper • 2609.29233 • Published 6 days ago • 252
ExpVoyager: Direct Experience Navigation for Dynamic Agent Skill Synthesis Paper • 2609.32630 • Published 4 days ago • 9