OpenAI released a study on June 25 showing that its agentic tool Codex is not only making workers faster but enabling them to perform entirely different jobs. Between August 2025 and June 2026, non-developer token consumption surged 137-fold for individual users and 189-fold for groups. By June 2026, Codex accounted for 99.8% of all weekly output tokens. Over 25% of Codex work performed by business-function employees involved engineering or coding tasks, traditionally reserved for developers. The study also notes that when such a large proportion of token flow goes through a single vendor, this creates a concentration risk for crypto projects.
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