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We once saw GPT4o spend something like 100 repeated interactions trying the action known not to work (before snapping out of it). My intuition here is that this is a result of target fixation - the more repetitions of something it does, the more likely it is to keep repeating it, because it occupies more of the context.


Gemini Pro does this constantly.

* It'll output a broken script * I tell it what's wrong and how to fix it * It tells me I'm absolutely right and that it will correct it * It outputs a script with the exact same brokenness




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