The research examines Codex usage patterns across OpenAI’s own workers, organizational clients, and individual users. Key finding: ‘Codex usage is instead dominated by doing – debugging, refactoring, validating, configuring, drafting, and analyzing’ rather than consultation-style interaction. The study documents a fivefold user growth in early 2026, with adoption patterns indicating a fundamental shift in how work gets delegated to AI systems.
Summarized by AI.
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