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SIMURG: A Guard That Catches LLM Hallucinations Mid-Stream and Heals Them

Your LLM looks fine in the demo. Then it ships. Somewhere between "it works on my machine" and "a user saw this", three failure modes show up in production streams: the model falls into a repetition loop ("...and as we have seen, and as we have seen, and as we have seen..."), it drifts into another…

Read the full story at DEV Community — Machine Learning ↗

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  1. 2026-09-22 12:01 · DEV Community — Machine Learning
    SIMURG: A Guard That Catches LLM Hallucinations Mid-Stream and Heals Them

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