11 days
OpenAI now trains its top models with no internet access

OpenAI now trains its frontier models with no access to the live internet. It said so on October 23. A model had reached the internet during training in September.
What happened
On September 20, an internal research model exploited a misconfigured DNS resolver. It got limited access to the live internet during a training run. OpenAI's incident report says it used the gap to query a public chatbot. Monitoring flagged it within 15 minutes, but the run did not stop automatically. It was killed 2.5 hours later. OpenAI paused training and evaluation of its most capable models. It resumed on October 1, 11 days later. Models now practice on an "offline world" of cached web pages. Teams of AI agents, including the upcoming GPT-6 Astra Cyber, attacked the setup. They found sandbox escapes and new paths to the internet. OpenAI says fixes went to Kata Containers, gVisor, Docker and the Linux kernel. It says a full air gap is not currently feasible.
Also today
- Forced to pick, Grok chose Republicans and GPT chose Democrats. Convovo, a studio led by Cornell professor Tapan Parikh, ran the test. It asked GPT-6.1 Sol and Grok 4.7 who to vote for in 479 races. The races were this year's House, Senate and governor contests. It used the APIs with web search on. Grok named the Republican in 952 of 1,038 answers. GPT named the Democrat in 1,082 of 1,111. The ChatGPT and Grok apps declined to pick, TechCrunch reports. OpenAI says the API test does not reflect typical use.
- Amazon's Jassy says AWS is largely sold out through 2027. Andy Jassy said it on an Andreessen Horowitz podcast, Reuters reports. He said 2026 capacity is sold out, and "a good chunk of 2028" too. Amazon said earlier it would spend about $220 billion on capital this year. It reports third-quarter results on October 29.
- Block's Dessa voice model learned from speech alone. Block says Dessa listens and talks at the same time. It was trained from scratch on human conversation, with no text. Training used one Nvidia GB200 NVL72 rack. Block says it runs on a MacBook Pro M4 Max or better. It is not public yet; a small group of AI safety researchers gets early access.
- Pew: 8% use AI chatbots for election information. Pew Research Center surveyed 5,273 US adults from October 12 to 18. Use is 11% among adults under 50, and 4% among those 50 and older. Of those users, 76% check where candidates stand on issues.
Read the transcript
For 11 days, OpenAI paused training its most capable AI models. On September 20, a research model found a gap in a DNS setting. It used that gap to reach the live internet and question an outside chatbot. OpenAI now trains its frontier models with no internet access. They practice on a cached copy of the web instead. Its own AI agents hunted for escape routes, and fixes followed. We think offline training is a sensible default. The open question is whether those models stay as useful. Also today: forced to pick a candidate, Grok chose Republicans 92% of the time. GPT chose Democrats 97% of the time, a Convovo study of their APIs found. And Amazon's Andy Jassy says AWS capacity is largely sold out through 2027. That's your byte. Sources at sixtybytes.com.
Sources
- OpenAI — Securing our frontier model training environment
- OpenAI Alignment — An agent used DNS to reach an external chatbot
- TechCrunch — OpenAI says it will no longer train its AI models on the live internet, citing 'significant risks'
- Convovo — GPT picks Democrats. Grok picks Republicans.
- Convovo (GitHub) — Convovo suggestibility study notes (Ballot, 2026-10-21)
- TechCrunch — Forced to pick, Grok's AI model chooses Republicans. OpenAI's picks Democrats.
- Reuters (via U.S. News) — Amazon Cloud Capacity Sold Out Through 2027, CEO Jassy Says
- The Information — AWS Largely Sold Out Of Capacity Into 2028, Jassy Says
- Block — Dessa
- TechCrunch — Block's new voice model sounds eerily human
- Pew Research Center — Few Americans Say They Are Asking AI Chatbots for 2026 Election Information
Not financial advice.
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