#pre-deployment

Replaying Production to Catch Drift: Inside OpenAI's Deployment Simulation Framework

OpenAI's deployment simulation replays 1.3M de-identified production conversations through a candidate model pre-release, catching behavior shifts static benchmarks miss. Here's how it works and what it means for teams running their own models.