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OpenAI's AI Agents Now Log 3.1 Workdays for Every Human Day

Agent vs human workdays inside OpenAI's research organization. OpenAI research organization internal agent-usage telemetry

OpenAI's AI Agents Now Log 3.1 Workdays for Every Human Day

OpenAI's AI Agents Now Log 3.1 Workdays for Every Human Day
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Why it matters: OpenAI’s Sep 6 research-acceleration disclosure finds that by mid-August 2026 its research agents produced 3.1 eight-hour workdays of output for every human researcher workday, after agent runtime first surpassed human hours in June—evidence the lab says underpins its “automated research intern” milestone.

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Source
OpenAI
Unit
Workdays per human day
Data as of
August 15, 2026
Scope
OpenAI research organization internal agent-usage telemetry