2025-12-04
The 'truth serum' for AI: OpenAI’s new method for training models to confess their mistakes
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, overstating their confidence or covering up the shortcuts they take to arrive at an answer.
For real-world applications, this technique evolves the creation of more transparent and steerable AI systems.
What are confessions?
Many forms of AI deception result from the complexities of the Discover Copy
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