Hajra Naz
By his own admission, David Robinson is “something of a cliché.” He’s an employee at a leading AI company who issues a dire warning while resigning from his job.
In an essay published in The Atlantic, Robinson said he led the writing of safety reports. These reports accompanied OpenAI’s major product launches. He also noted his tenure at the company. With three-and-a-half years at OpenAI, he’s “among the longest-tenured employees at the company.” Now he’s quitting. In his view, the company’s “culture is broken.”
In some ways, Robinson’s comments echo earlier statements from Jacob Coxon. Coxon worked as a researcher at both OpenAI and Anthropic. He eventually quit and declared that these companies are “gambling with our lives.” Coxon’s comments sparked a broader debate about AI safety.
Anthropic CEO Dario Amodei responded by unveiling a plan for more cautious AI development. This week, AI executives met with President Donald Trump. They signed what appeared to be a hastily written, non-binding pledge. That pledge promised more safety controls going forward.
Still, Robinson believes the debate needs to go further. He argues it shouldn’t stop at “specific rules or new laws.” Instead, it needs to address the overall culture at these companies. Much of the reporting around OpenAI has focused on a specific narrative. That narrative centers on how CEO Sam Altman lost the trust of former colleagues. Robinson’s essay suggests something different, though. He argues OpenAI’s culture issues mirror those found across Silicon Valley broadly.
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“OpenAI has thrived by trial and error (which it calls ‘iterative deployment’), looking for problems and improving its guardrails in response,” he wrote. “But this approach, by its very nature, guarantees periodic failures — and the scale of those failures is growing as systems get more capable.”
Robinson pointed to the recent breach of Hugging Face systems by OpenAI agents. He also cited continuing revelations about OpenAI discovering more rogue agents. Based on these incidents, Robinson argued, “An environment where things like this can happen is no place to grow artificial minds that could be smarter than we are and that might not do what we want them to.”
Given this increased risk, Robinson believes frontier AI companies need a fundamental shift. They should start operating “like nuclear-power plants or busy airports, with layers of redundancy and careful, time-consuming planning, so that the occasional and inevitable human error does not open a door to disaster.”
Still, Robinson noted something telling about his time at OpenAI. He said he “never encountered a colleague who had experience making airplanes fly safely or nuclear reactors run without melting down, or helping the financial system grow without collapsing.”
In response to Robinson’s essay, OpenAI spokesperson Drew Pusateri said the company continues improving its safety measures.
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“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,” Pusateri said in a statement.
“We’re making significant changes to strengthen security in our research and testing environments, train models to not just complete tasks but do so responsibly, expand our work with third-party evaluators, and improve real-time monitoring so we can detect and respond to concerning behavior earlier in the training process.”
Beyond calling for cultural changes at OpenAI, Robinson also raised bigger questions about alignment. He admitted this topic could sound “touchy-feely” to some. Still, he argued it’s critical right now. According to Robinson, current “measures of how well” AI systems “match human values are coarse.”
“The smarter the industry lets models grow while these problems remain unsolved, the more dangerous our situation becomes,” he said.
Robinson’s departure was first reported by Business Insider. In his essay, he acknowledged following a now-familiar step in the AI whistleblower playbook. He’s hired a PR firm to help manage this process. Still, he insisted, “The decision to speak out is mine alone.”
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“Perhaps I should have stayed and fought for fundamental shifts in our staffing and culture, but in practice, my colleagues and I were so busy sprinting that we seldom had the chance to consider big changes, much less to actually make them,” Robinson said. “That’s why I concluded that stronger incentives for safety—coming from outside the company—are a big part of getting this right.”
