Overconfident AI returns false results: why models hallucinate despite testing

Developer confesses shipping AI generating confident but false responses in production.

Published 14sem1 sourceNotable

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The fact

Claude models fail to detect their own errors even with tests in place.

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Risques accrus de déploiement IA non fiable sans validation indépendante

Auto-synthesis from 1 media source · identified on May 1, 2026