Confessions (training method)

How Confessions Can Keep Language Models Honest

OpenAI researchers are developing a training method called 'confessions' that teaches language models to explicitly admit when they have made mistakes or behaved undesirably. The approach aims to improve honesty, transparency, and user trust in model outputs. This represents an alignment-oriented intervention targeting self-reporting of model failures.