OpenAI reduces GPT-5.6 inference costs by 20% via self-optimization

OpenAI reports a 20% reduction in serving costs for GPT-5.6 by using the model to autonomously rewrite production kernels in Triton and Gluon. Additionally, speculative decoding improvements have increased token-generation efficiency by over 15%.