Stateful Inference Scaling

OpenAI fences GPT-Live's tool use and persistence behind an async RPC boundary

The live path runs only the media pipeline and the inference loop, which buys isolated optimization but forces per-session capacity reservation and a context migration that has to work during ordinary drains.