证据 on Harbor Self-Evolvinghttps://istarwyh.github.io/harbor-self-evolving/zh/tags/%E8%AF%81%E6%8D%AE/Recent content in 证据 on Harbor Self-EvolvingHugozh-CNSat, 19 Sep 2026 23:20:21 +0800先证据，后优化https://istarwyh.github.io/harbor-self-evolving/zh/blog/evidence-before-optimization/Sat, 19 Sep 2026 00:00:00 +0000https://istarwyh.github.io/harbor-self-evolving/zh/blog/evidence-before-optimization/<p>让自进化失去可信度的最快方式，是让同一个不透明循环自己选 case、重写自己，再宣布胜利。</p> <p>Harbor 反过来：先固定测什么、怎么测；再检查证据是否有效、覆盖多少 population；然后才提出一个改动，并与身份仍匹配的 baseline 比较。</p>