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New benchmark on LMs fixing bugs before users run into them

This story is from 2026-10-02. It is preserved in the archive; the latest stories are on the live feed.

Hi! This is a new benchmark that I created together with other researchers at Meta, Stanford, Harvard, UW. Most benchmarks these days seem to test models to just fix a bug that I as a user already encountered. But shouldn't we expect models by now to also find bugs before anyone runs into them? So…

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  1. 2026-10-02 16:05 · r/LocalLLaMA
    New benchmark on LMs fixing bugs before users run into them

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