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I Added a Verify Layer to My Local RAG to Catch Hallucinations. It Caught Me Being Wrong Twice About My Own Corpus

A claim-verification layer for a local RAG co-scientist, inspired by Karpathy's llm-wiki pattern. I measured whether it catches hallucinations, almost shipped a false finding, and learned what claim-checking can and can't do.

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  1. venerdì 19 giugno 2026·dev.to

    I Added a Verify Layer to My Local RAG to Catch Hallucinations. It Caught Me Being Wrong Twice About My Own Corpus

    A claim-verification layer for a local RAG co-scientist, inspired by Karpathy's llm-wiki pattern. I measured whether it catches hallucinations, almost shipped a false finding, and…