# State Matching

[2026-08-05] When Privileged Guidance Misaligns: State-Matched Routing and Contextualized Self-Distillation for Multi-Turn Agents

SMRC-SD 把成功 trajectory 当成 state-indexed resource：只有 student 当前执行状态与 reference prefix 匹配时才启用 dense distillat…