Model Versioning and Stability in Enterprise Applications

How can enterprises manage the challenges of using OpenAI models in production, specifically regarding the issues of updates, legacy support, and deprecation? Given that we can’t access the model’s weights directly, is there a way to stabilize a specific version of the model to ensure consistent performance over time?


This will be an important question to get answered at some point for me and many others too.