David Robinson left OpenAI after three and a half years and outlined his criticisms of the company’s culture and safety practices in an essay published in The Atlantic. The former employee, who contributed to safety reports for model launches, described the internal culture as “broken” and argued that the rapid development of artificial intelligence requires stricter safeguards.
Criticism of iterative deployment
Robinson questioned the approach OpenAI calls iterative deployment: launching systems, observing how they behave in use, and adjusting safeguards based on problems that are identified. In his view, this method is insufficient given the speed at which models’ capabilities are advancing and the potential reach of their failures.
The former employee argued that the most advanced systems require measures comparable, in rigor and planning, to those used in critical sectors such as aviation and nuclear energy. He also questioned whether current tools make it possible to sufficiently evaluate whether systems act in accordance with human values. These are his assessments and proposals; the available information does not establish them as independently verified conclusions.
OpenAI says it is strengthening its safeguards
In response to the criticism, OpenAI spokesperson Drew Pusateri said the company continues to improve its safety mechanisms and can stop training or delay model launches when it considers it necessary to slow down.
Pusateri also said the company is strengthening the security of its research and testing environments, expanding the involvement of external evaluators, and improving monitoring to detect concerning behavior during the early stages of training. The response describes measures that OpenAI says it is introducing; it does not, by itself, resolve the objections Robinson raised.
The researcher’s departure comes amid debate over how companies should manage the risks posed by advanced models. Robinson argues that the issue is not limited to adding rules or passing laws: he calls for deeper changes to practices and incentives so that safety carries greater weight relative to the pace of development. The available sources include both his criticism and the company’s response, but do not provide an independent assessment that would establish the extent of the alleged shortcomings.