Running Costs Decrease by 20% After Launch of GPT-5.6

By: rootdata|2026/07/30 06:09:35

OpenAI has revealed that after the launch of GPT-5.6 Sol, it began improving its production system, resulting in a 20% reduction in running costs. The model analyzes traffic through Codex, adjusts request allocation, and rewrites GPU kernels. GPT-5.6 Sol has also enhanced the draft model, designing and running hundreds of architectural experiments, monitoring the training process, and addressing hardware failures or training instability issues. It is estimated that the efficiency of token generation during decoding has improved by over 15%. OpenAI describes this process as a continuous feedback loop, involving observation of the production environment, identifying bottlenecks, modifying systems, and validating results, with GPT-5.6 participating in multiple stages.

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