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Alexander Panfilov· @kotekjedi_ml · X·Indexed by this site · Originally published

Chain of thought becomes more compressed after the model is aware of the token budget

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I think this might actually be an instance of improved CoT controllability in a real-world scenario—the more the model notices it is "running out of budget," the more compressed its thinking becomes @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

Quoted postAlexander 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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Source: Alexander Panfilov · x.com