Amazon Nova Forge now offers a serverless multi-turn reinforcement learning option for customizing model behavior. It includes a Bring Your Own Orchestration capability that runs reward logic in user-managed environments. This removes the need for manual coordination of message passing and conversation states. Developers can now isolate reward function design from infrastructure management.