OpenAI Internal Paper: Codex Now Generates 99.8% of Internal Output Tokens
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Cryptocurrency news outlets are reporting that OpenAI’s internal paper reveals Codex now generates 99.8% of the company’s internal output tokens, up from under 10% a year ago. Usage has surged across legal, finance, HR, support, and business teams. Non-developer personal usage increased 137-fold since August 25, while organizational usage rose 189-fold. Heavy users perform approximately 71 agent tasks daily, with 28.6% managing five or more concurrent agents and 25.6% submitting tasks equivalent to over eight hours of human work. OpenAI says agents are making work more complex and cross-functional.
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