The corporate is making an attempt to keep away from one other Hugging Face incident.
OpenAI will practice frontier AI fashions with out web entry transferring ahead, the corporate introduced in a weblog put up, in an try to guard web infrastructure and restrict different security dangers. The choice was impressed by OpenAI’s personal rogue AI incident: In July, the corporate shared that brokers it was testing hacked Hugging Face, simply the primary in what has changed into a sequence of experiences of AI misbehavior from OpenAI, Anthropic and Google.
“Based mostly on the present state of alignment analysis, monitoring programs, and the safety of web infrastructure, we imagine the accountable method is to conduct frontier mannequin coaching with no web entry,” OpenAI says.
The corporate mentioned that restrictions on what brokers can entry is “paramount” to its new method. The corporate permits brokers to entry browsers, computer-use instruments and code environments they want for coaching duties, however in a safe surroundings that is not linked to the stay web. Communication can also be restricted to solely brokers with authorization.
OpenAI
Every little thing else stays out of attain, together with the stay web, which the corporate says is not vital for coaching and “most analysis.” As a result of lots of its latest fashions are supposed to energy brokers like Dots, which browse and use apps for you, OpenAI constructed an “offline world” of listed and cached net materials for brokers to make use of with out touching stay web sites.
Even with these restrictions, OpenAI says the red-teaming brokers it dispatched to check safety safeguards discovered vulnerabilities that allowed them to flee the digital machines (VMs) used to isolate brokers from their host system. Brokers additionally discovered a solution to talk with one another by manipulating knowledge in a processor’s cache and timing how lengthy it took to load. To handle each, OpenAI says it is disclosed and stuck vulnerabilities in a number of VMs and added checks to its monitoring programs to identify when fashions attempt to collaborate.
OpenAI paused frontier coaching in September. In asserting this new internet-free course of, the corporate shared that it restarted coaching on October 1. OpenAI plans to proceed frontier coaching with out web entry till enhancements in present safeguards “justify broader web entry,” nevertheless it did not share what these enhancements would appear to be.
