Topic
Research
Latest news, analysis, and insights about Research.
ultrathink.ai
analysis12/15/2025
OpenAI's 'Confessions' Method Trains AI to Admit Its Own Mistakes
OpenAI is testing a new training method called 'confessions' that teaches models to self-report their mistakes. If it works, it could fundamentally change how enterprises trust—and verify—AI outputs.
AIResearchOpenAI
ultrathink.ai
analysis12/15/2025
OpenAI's 'Confessions' Method Could Make AI Systems Finally Admit When They're Wrong
OpenAI is testing a training method called 'confessions' that teaches AI models to admit when they've made mistakes or acted undesirably. It's a direct attack on one of the most persistent problems in production AI: models that confidently lie rather than acknowledge uncertainty.
AIResearchOpenAI