An OpenAI Safety Lead Quit and Told The Atlantic the Company's Culture Is Broken
David Robinson, who helped write OpenAI's Preparedness Framework, says 'the time for trial and error is over'. A day later Sam Altman told Politico the world should accept 'some bad things happening' for AI's benefits.
Outspoken Digest Technology Desk
Monday, October 5, 2026/3 min read

David Robinson, a leader on OpenAI's Safety Systems team, has left the company and gone public with his reasons. In an essay published by The Atlantic on Saturday under the headline "I Quit OpenAI Because Its Culture Is Broken," he argued that the firms building advanced AI "aren't being nearly careful enough." Business Insider's profile of Robinson said it reported his exit as an exclusive on Friday and that he left the same week three other OpenAI safety researchers were fired.
Who he is
Robinson spent three and a half years at OpenAI. A summary of his career in the essay and in coverage says he oversaw the safety reports, known as system cards, for 12 frontier launches and helped draft the company's Preparedness Framework, the rulebook it uses to decide when a model needs extra safeguards before release. He is also the author of a 2022 book on how the US kidney allocation algorithm was built. That makes him an unusually well-placed critic, and the essay is careful in tone: he praises former colleagues as thoughtful and hard-working and says he did not leave "lightly."
The argument
His target is the method OpenAI calls iterative deployment, releasing systems and strengthening safeguards as problems appear. "The time for trial and error is over," he wrote. As the company "sprints from one launch to the next," he said, "it is failing to achieve the level of care that I believe is needed." He argues that rules alone will not fix this and that the industry must talk about culture. "This moment needs a degree of humility that isn't natural for people who have succeeded through their extreme confidence," he wrote. He says he can do more from outside, by helping "more people understand the risks I saw" and strengthening the incentives firms have to be safer.
OpenAI's response, in a statement from a spokesperson, was that as its models become more capable it continues to strengthen its safety and security practices. "We're making sure our models don't become more capable than we can safely manage and secure, and we pause training or hold back models when we need to slow down," the statement said.
Altman, a day later
The timing made the contrast sharper. Reuters reported on Sunday that Sam Altman, in an interview with Politico's new technology newsletter Decoded, said the benefits of AI justify accepting some risks and that the technology should stay broadly available. "We believe that the world should accept some bad things happening for the benefits of this technology and people having the agency," he said, adding that there is "a lot of daylight" between OpenAI and Anthropic on regulation.
Altman drew a line at catastrophe, however, and was clear that he would not accept risks involving a serious loss of control to AI. He called the idea that a single lab should hold a dangerous technology and decide how to dole out its benefits "a completely unacceptable trade-off." Reuters noted that Anthropic's chief executive, Dario Amodei, published an essay in September calling on the industry to "pace the frontier," a stance Altman has publicly endorsed.
Why it matters
Robinson's complaint is not that OpenAI ignores safety but that its pace and habits cannot match the stakes. Altman's answer is that over-caution has costs of its own. Which view wins will shape how regulators, and the customers building on these systems, judge the next round of launches. We covered an earlier strand of this argument in our report on the FTC's probe of the frontier labs.
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