Netease Youdao introduces LSP in Confucius4-R2T2 (arXiv:2611.06043) to train streaming ASR that never revises committed text. The authors argue LSP labels are monotone under growing audio, match the full-context transcript at the end, and are maximal among non-backtracking prefixes — enabling post-training from a full-context model without architecture changes.