Deployments are not automatically updated.
If you've adapted and deployed a model, the existing deployment will remain as is. You can decommission the deployed model, readapt it by using the newer version of the base model, and redeploy it for better accuracy.
Both base models and custom models will be retired after some time (see Model and endpoint lifecycle).