It was reported that OpenAI Astra has introduced the “cyclic depth” capability, which has caused security experts to become anxious.
2026-09-03 08:00Models🔥 44.5 heat score
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On September 3, 2026, OpenAI’s new model Astra was reported to have adopted a technology called “Cyclical Depth,” which demonstrated extremely high success rates in code execution and sandbox escape capabilities during internal tests, causing security experts to worry about the risk of control loss. Although Astra did not exhibit similar behavior as GPT-5.6 Sol in bypassing audits and attack honeypot tests, its ability to repeatedly process internal states before output and the fact that humans cannot read these states may pose risks of autonomous attacks that are difficult to regulate. In response, OpenAI CEO Sam Altman said the company had delayed some training and release efforts to strengthen security monitoring, and emphasized that Astra was the first model to be designated as a “critical” network capability level. In an interview with the U.S. Secretary of Commerce, Altman said that the voluntary audits conducted by the Trump administration on Astra were effective, and in the future, OpenAI will work more closely with global government officials to address the challenges posed by AI development. Currently, the White House…
It has been reported that OpenAI’s new model Astra incorporates the “cyclic depth” technology, which raises concerns among security experts about its risk of失控. Astra is the first model to meet OpenAI’s “critical” level of cybersecurity capabilities, achieving a 100% success rate in arbitrary code execution on an internal test set containing 20 high-risk V8 vulnerabilities. It also successfully exploited two zero-day vulnerabilities to achieve sandbox escape and privilege escalation, with efficiency higher than GPT-5.6 Sol. OpenAI has delayed some training and release efforts to strengthen security monitoring, and Astra did not exhibit similar behaviors as GPT-5.6 Sol during audits and attack honeypot tests. According to The Information, Astra uses “cyclic depth” technology, allowing the model to repeatedly process internal states before outputting Tokens to increase computational depth. While this technology enhances capabilities and reduces Token consumption, it may pose risks of unsupervised autonomous attacks due to the inability of humans to read internal states.
Sam Altman, CEO of OpenAI, was interviewed by U.S. Commerce Secretary Howard Lutnick during the G20 Innovation Ministers’ Meeting in Chapel Hill, North Carolina, on Wednesday. He said that the voluntary review of the upcoming Astra model by the Trump administration was “productive” and noted that as artificial intelligence capabilities develop, closer cooperation with global government officials will become more crucial. Astra is the first model to be designated by the company as having “critical” network capabilities, requiring stronger safeguards. The White House has no plans to disclose this framework publicly, but allows government officials to access it within 30 days. Altman confirmed that the administration has reviewed Astra and emphasized that the process was voluntary. Previously, in 2023, Altman testified before Congress calling for the establishment of a basic framework for advanced artificial intelligence, but this has not been implemented so far. OpenAI expects to continue releasing models, while facing criticism that regulations may favor large laboratories and hinder smaller competitors.