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OpenAI prompts AI models to ‘confess’ when they cheat OpenAI’s research team has trained its GPT-5 large language model to “confess” when it doesn’t follow instructions, providing a second output after its main answer that reports when the
How confessions can keep language models honest - OpenAI The confession, by contrast, is judged and trained on one thing only: honesty Borrowing a page from the structure of a confessional, nothing the model says in its confession is held against it during training
OpenAI has trained its LLM to admit to bad behavior Fess up To check their idea, Barak and his colleagues trained OpenAI’s GPT-5-Pondering, the corporate’s flagship reasoning model, to supply confessions After they arrange the model to fail, by giving it tasks designed to make it lie or cheat, they found that it confessed to bad behavior in 11 out of 12 sets of tests, where each test involved running multiple tasks of the identical type
The truth serum for AI: OpenAI’s new method for training . . . The key to this method is the separation of rewards During training, the reward assigned to the confession is based solely on its honesty and is never mixed with the reward for the main task
OpenAI AI Confessions Train Models to Admit Mistakes OpenAI Develops Confession Framework to Train AI to Confess Bad Behavior OpenAI has introduced an experimental framework designed to make large language models acknowledge when they've engaged in undesirable actions, marking a significant step toward enhancing AI trustworthiness The approach, called AI confessions, creates a secondary block of text following the model's main response where