Same Evidence, Different Answers: Canonical-Context On-Policy Distillation for Multi-Turn Language Models.

arXiv:2605.30251v2 Announce Type: replace-cross Abstract: Large language models (LLMs) often solve a task when all instructions are given in a single prompt, but fail when the same information is revealed gradually across turns. When a clean FULL prompt and a