Can We Trust the Teacher? Decoupled Credit Direction-Magnitude for Self-Distillation.

arXiv:2609.34848v1 Announce Type: new Abstract: RLVR provides reliable trajectory-level credit, while OPSD offers dense supervision for token-level credit. This exposes a fundamental coupling when updating step-level credit direction and magnitude with teacher