Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations Paper • 2607.13399 • Published Jul 15 • 19
TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training Paper • 2607.05804 • Published Jul 7 • 21
VeriEvol: Scaling Multimodal Mathematical Reasoning via Verifiable Evol-Instruct Paper • 2606.23543 • Published Jun 22 • 7
