Predicting model behavior before release by simulating deployment

OpenAI Blog · 1 month ago

OpenAI has introduced Deployment Simulation, a technique that predicts how AI models will behave in production by testing them against actual conversation data collected from users. The method uses real deployment scenarios to identify potential safety issues and performance gaps before a model goes live. This approach allows teams to catch problems earlier and refine evaluation processes rather than discovering failures after public release.