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You laugh, but this is real, and PUA means what you think it means: https://github.com/tanweai/pua

Also, it works amazingly well, which is just lol.



Lol thanks for the tip. Does it work even for normal tasks or only the long running one's?


It's not worth bothering with unless the task is very difficult, long-context, long-running, or all of the above. But, when it's worth using, it genuinely increases success rates and appears to amplify model intelligence.

Thanks for your insight. So when I would use it in every run it wouldn't hurt?



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