GPT-5.6 is optimizing itself, a new bootstrap approach has emerged
OpenAI's technical report reveals that GPT-5.6 is now applied in production to optimize its own runtime environment, including analyzing traffic, adjusting request routing, rewriting low-level kernels, and optimizing speculative decoding. These improvements reduced end-to-end service cost by 20% and increased token generation efficiency by over 15%. Meanwhile, human oversight remains, with optimization goals and deployment decisions controlled by people.
OpenAI
