OpenAI Employees Now Have 71-Hour Workdays Thanks to Codex

The math is simple: if you run enough autonomous agents simultaneously, the 24-hour limit of a human day becomes a mere suggestion. Research conducted by OpenAI reveals that their top 1% of employees are effectively clocking 71 hours of Codex-driven labor every day. While the average user is still playing around with ChatGPT for about 2.5 hours, these internal power users have moved entirely to agentic workflows.

The shift inside the company is absolute: 99.8% of work output is now powered by Codex agents rather than conversational chat. This transition isn't limited to software engineers; by the spring of 2026, roles in law, finance, and recruitment had completely abandoned traditional manual tasks. Over 28% of the company staff now manage five or more agents at once, effectively acting as high-speed puppet masters for lines of code.

Delegation is the new currency. The volume of complex tasks requiring over eight hours of human labor has skyrocketed, with over a quarter of users now offloading these heavy-duty assignments to agents. The comparison is drawn to the industrial electrification of factories—the gains weren't in the machines themselves, but in the total restructuring of the assembly line to accommodate the new power source.

Whether this is a glimpse into a hyper-productive utopia or just a high-tech way to burn out by age 30 remains the burning question. If the barrier to entry for AI is removed, the world turns into a frantic race of people managing armies of software bots, turning every office into a chaotic server room. OpenAI has essentially built a digital sweatshop for their own employees and branded it as the future of work.

Source: OpenAI