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PPseudorandom ThoughtsPseudorandom Thoughts@prdm_thoughts · channel · 735 subscribers

Posthttps://jxzhangjhu.github.io/blog/2026/how-frontier-labs-train-llms/

16 September 2026

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PPseudorandom Thoughtshello from macOS@kirin 感谢 imbushuo，steelbrain 以及 asahi linux 作者的大力支持。PPseudorandom Thoughts玩v4.1明显感到它的行为喜欢极少工具+Bash，DSH Minimal给它调成啥了都 另外你让大肥鱼做训推本身相关工作时它思维链明显很开心，不知道DS在哪一步下料了
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PPseudorandom Thoughts生活在堆上 洗澡的时候突发恶疾，我觉得可以一个agent不给他正常的Read Write List Exec，而是给它自由（或黑白名单）的反射，给LoadClass，Invoke等tool，让它自己在JVM的疯狂宇宙里掀翻池塘。找大肥鱼Vibe了一下，意外发现真的能用。但暂时没想好这玩意能做什么，可能拿来找链或者做魔怔PPseudorandom Thoughts因为经常让v4搞一点运维/扫描/构建工作，难免会遇到超长bash job，所以魔改了crush的job_output做成可传timeout的超时重入，结果这个tool注入之后跑在crush里的大肥鱼时间观念就特别强，干啥都要掐表，刚才让它跑个默认k=3的eval，它看了眼系统时钟说现在16:55了不想加班太久，直接给我
PPseudorandom ThoughtsPseudorandom Thoughts@prdm_thoughts · channel
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