S3Gym: Can LLMs Turn Self-Testing and Self-Judging into Self-Improvement? Paper • 2608.31100 • Published Aug 31 • 148
HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness? Paper • 2609.01437 • Published Sep 1 • 324
Act Wisely: Cultivating Meta-Cognitive Tool Use in Agentic Multimodal Models Paper • 2604.08545 • Published Apr 9 • 41