The 'truth serum' for AI: OpenAI’s new method for training models to confess their mistakes

VentureBeat
Dec 4, 2025, 6:00 pm240 pts
OpenAI researchers have introduced a novel method that acts as a "truth serum" for large language models (LLMs), compelling them to self-report their own misbehavior, hallucinations and policy violations. This technique, "confessions," addresses a growing concern in enterprise AI: Models can be dishonest,…

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