Typed Models Won't Kill Hallucination, Researcher Argues: Show Calibration Error

liyzhen2 · x · 2026-10-15

A late response to the typed-models ("Jev") line of thinking: type constraints cannot eliminate hallucinating wrong answers in the probability simplex. The author argues builders should report calibration error (marginal or conditional) and consider adding second-order uncertainty to capture confidence in answers.

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