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Alexander Panfilov· @kotekjedi_ml · X·本站收录 · 原文发表

模型感知 token 预算后思维链更压缩

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我觉得这实际上可能是改进后的 CoT 可控性在真实场景中的一个实例——模型越注意到自己"预算快用完了",思考就变得越压缩 @tomekkorbak @MicahCarroll

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I think this is actually might be an instance of improved CoT controllability in the wild -- the more model notices that it is "runs out of budget" more compressed the thinking becomes
@tomekkorbak @MicahCarroll

引用Alexander Panfilov@kotekjedi_ml
Our original attack allows extracting reasoning of the recent frontier models, including Astra and Sol 6.1. On reasoning effort MAX both Astra and Sol become very aware of their "token budgets", and eventually start saving tokens by omitting white spaces More examples on https://stolen-thoughts.com/
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来源:Alexander Panfilov · x.com