[2026-06-09] Self-Distillation Policy Optimization via Visual Feedback: Bridging Code and Visual Artifacts
Visual-SDPO 执行 student 代码，把 screenshot、rubric 与 runtime error 作为 teacher-only context，再把视觉 defect 定位回负责的 co…
# Self-Distillation
[2026-08-05] Privileged, but Biased: How PI-Conditioned Teachers Break Self-Distillation
这篇反例论文说明 PI-conditioned teacher 可能奖励 reference-path similarity，而不是 correctness。它对 QA、数学、代码和多轮 tool use 的 de…
