Inside OpenAI: Rapid Growth, Secrecy, and the Strain on Company Culture
Former employees describe a high-pressure environment where speed trumps deliberation and dissent is discouraged
OpenAI has grown from a small research nonprofit into one of the most valuable technology companies in the world in a remarkably short period. That explosive growth—from roughly 375 employees in early 2023 to over 3,000 by early 2026—has come with significant cultural and organizational challenges that former employees say have fundamentally changed the character of the organization.
Former staff members speaking to journalists and in public forums have described an environment where the pressure to ship products quickly often overrides careful deliberation about safety and societal impact. The culture of open research and transparent publication that characterized early OpenAI has given way to a more guarded, commercially focused approach.
Key Takeaways
- OpenAI grew from 375 employees in 2023 to over 3,000 by 2026, fundamentally changing its organizational culture
- Departing employees faced exit agreements threatening equity clawbacks for public criticism of the company
- The 2023 board crisis exposed governance weaknesses and the limited power of safety-focused oversight structures
