https://cuicaihao.github.io/zh/tags/%E5%BC%BA%E5%8C%96%E5%AD%A6%E4%B9%A0/Recent content in 强化学习 on C.CUI's LogHugozhFri, 07 Aug 2026 07:00:00 +1000https://cuicaihao.github.io/zh/posts/2026-08-07-pre-training-and-post-training-your-upper-and-lower-bounds-of-ability/Fri, 07 Aug 2026 07:00:00 +1000https://cuicaihao.github.io/zh/posts/2026-08-07-pre-training-and-post-training-your-upper-and-lower-bounds-of-ability/本文以AI的预训练和后训练为类比，深入探讨人类学习如何塑造个人能力。文章阐释了“预训练”通过海量经验积累构建出庞大但不稳定的潜在能力，并引出“涌现”和“开悟”等现象。而“后训练”则侧重于将这些潜力转化为可靠、符合预期且能实际应用的技能，从而区分了内在潜质与稳定表现。