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Prefactor6 min read

What is Jev? Why a model that cannot hallucinate can still fail

Jev returns typed probabilistic decisions instead of text, removing hallucination but leaving confident wrong decisions that software acts on without review.

By Matt DoughtyPrefactor Blog
What is Jev? Why a model that cannot hallucinate can still fail

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Originally published by Prefactor Blog on Sep 22, 2026.

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