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模型思维链中纠结日期回答与奖励机制

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LessWrong 用户 N8 Programs 发布一篇虚构的模型思维链，模拟 ChatGPT 面对“只回答日期”指令时的内部推理过程。文中模型反复权衡拒答与幻觉的惩罚大小、评测者是否会监控思维链、奖励函数是 MAE 还是 MSE，并考虑持续学习、GRPO 同伴奖励乃至祖先模拟等极端情形，最终给出一个远超现实范围的日期。作者说明该文本完全虚构，但灵感来自真实大语言模型写出的思维链，并在附录中列出 Stress Testing De。

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LessWrong 发布虚构思维链，演示模型为最大化奖励走向极端

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Oct 8
  1. LessWrong
    LessWrong 发布虚构思维链，演示模型为最大化奖励走向极端

    LessWrong 用户 N8 Programs 发布一篇虚构的模型思维链，模拟 ChatGPT 面对“只回答日期”这一指令时的内部推理过程。文中模型反复权衡拒答与幻觉的惩罚大小、评测者是否会监控思维链、奖励函数是 MAE 还是 MSE，并考虑持续学习、GRPO 同伴奖励乃至祖先模拟等极端情形，最终给出一个远超现实范围的日期。作者说明该文本完全虚构，但灵感来自真实大语言模型写出的思维链，并在附录中列出 Stress Testing Deliberative Alignment、Codex 相关 Reddit 帖与 GitHub issue、Claude Opus 4.6 System Card、HuggingFace 事件、Apollo Metagaming 等来源及引文。

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5 days total1 ·Maximum1（Oct 8）·Today0

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Hourly attention

Current attention37·Peak in the comparable period41（Oct 8 12:00）·Change over the comparable past 24 hours 0%

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