AINewsnow

We didn't make the models smarter. We built the thing that catches them confidently wrong — and it caught us too.

The one-line version We ran five current frontier models over a set of documented-failure questions, twice each: bare , and wrapped in a thin external layer (retrieved evidence + a rule that lets the model say "I don't know"). We were not trying to make them smarter . We were asking whether confide…

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  1. 2026-09-21 10:13 · DEV Community — Machine Learning
    We didn't make the models smarter. We built the thing that catches them confidently wrong — and it caught us too.

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