Research Acceleration: The View Inside OpenAI

2026-09-07

OpenAI reports that by mid-August, its research organization was using 3.1 agent-workdays for every human workday, while experiments per active researcher reached an all-time high. Agents are taking on longer and more complex tasks, but more than half of successful four-to-eight-hour tasks still require human intervention.