A former OpenAI safety employee who recently resigned criticized the company’s approach to AI safety, arguing that a fast-paced culture focused on rapid development increases the risk of failures.

Writing in “I Quit OpenAI Because Its Culture Is Broken,” published by the Atlantic on Saturday, David Robinson said AI companies, including OpenAI, were not being “nearly careful enough” ⁠and ​should place greater emphasis on safety expertise and research before developing more capable systems.

“The time for trial and error is over,” Robinson wrote, arguing that advanced AI systems ​require safeguards ​more akin to those used in ⁠industries such as nuclear power and aviation.

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Robinson said OpenAI relies heavily on what ‌it calls “iterative deployment,” releasing systems and strengthening safeguards when problems emerge.

The comments add to a debate within the AI industry over whether companies are moving too quickly to develop increasingly powerful systems. OpenAI and rival Anthropic have faced scrutiny after incidents in which ⁠safety controls failed, ⁠or experimental systems behaved unexpectedly.

Robinson, who said he spent 3-1/2 years at OpenAI, ⁠helped draft the ‌company’s preparedness framework and oversaw safety reports ​for 12 frontier-model launches, wrote: “As the ‌company sprints from one launch to the next, it is failing to achieve the level of care ‌that I believe ​is ​needed.”

“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,” an OpenAI spokesperson said in a statement.

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Robinson also warned that AI ‌capabilities were ⁠advancing faster than researchers’ understanding of alignment, a field focused on ensuring AI systems act ​in accordance with human goals and values.