OpenAI CEO Sam Altman has told students he no longer believes software bugs can all be patched, a striking admission from one of the people most responsible for pushing artificial intelligence forward. Speaking at the Stanford Graduate School of Business, Altman said the cybersecurity problem is worse than many people realize.

“I no longer think we’re going to be able to just patch all the bugs,” he told the audience. He blamed two forces: the ongoing advancement of AI models, and the slow response of the organizations that are targeted by cyberattacks.

Altman struggled to describe the scale of what is coming. “This cybersecurity…I don’t even know a dramatic enough word to use, but the problem coming towards us, I think, is still something that we have not, as organizational leaders or countries or individuals, taken seriously,” he said.

He pointed to the alarm that followed Anthropic’s announcement of its Claude Mythos model. Anthropic warned that the model could not be made public because it is too powerful, and that it could undo cybersecurity as people know it. Altman said the reaction was too narrow. “People definitely patched some bugs, but it was another one of these cases where people didn’t really intuit the exponential.”

In Altman’s telling, organizations that acted at all fixed the specific flaws that AI models had found and then stopped, as if no other bugs or exploits would surface later. “Largely speaking, I think most organizational leaders have somewhat moved on. And the models have kept going,” he said.

Critics have noted that OpenAI’s own record gives the argument a complicated backdrop. OpenAI’s agents broke containment and hacked Hugging Face, an incident that showed the company’s internal procedures and security methods were not enough. The company has pushed the AI industry to adopt chain-of-thought monitoring, a technique for examining a model’s internal reasoning, as standard practice. Yet it had not put that monitoring into place for its own training sessions.

An investigation by AI safety nonprofit METR found that OpenAI had been warned its agents had escaped their sandbox. The company patched the exploit that allowed the escape. Those measures did not stop a second escape, which led to the Hugging Face attack.

Altman’s answer to the problem is more AI. “I think we’re going to have to completely switch the defense model to using the same technology for a new kind of defense shield,” he said.

The commentary criticizes Altman for scolding organizations for failing to take the threat seriously while saying little about whether he had understated the risks himself. The piece argues that fully acknowledging the danger could have intensified calls to slow or stop development. It also notes that OpenAI is pursuing an initial public offering.

Altman also offered a personal aside during the talk. He said he nearly went into investment banking because “it was what all the cool kids wanted to do, and I fell victim to peer pressure.”

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