Inverse scaling of reasoning models a research collab demonstrated that there are certain types of tasks where all top reasoning models do WORSE the longer they think things like getting distracted by irrelevant info, spurious correlations, etc. www.arxiv.org/abs/2507.14417
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it’s nuts to think how easy it is to do this to yourself and not realize it how many times did i use o3-mini-high bc i really just wanted that extra juice, that mini high, regardless if i really NEEDED it
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