Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Paper • 2608.10299 • Published 9 days ago • 131
CalibForge: Adversarial Solver Calibration for Scaling Learnable Terminal Tasks Paper • 2608.06352 • Published 13 days ago • 23
OPD-V: Visual On-Policy Self-Distillation with Modality Balance Paper • 2608.05131 • Published 13 days ago • 12
TurnSight: Turn-Level Hindsight Self-Distillation for Tool-Integrated Reasoning Paper • 2608.04007 • Published 15 days ago • 19