Thousands of sealed rooms, one shared library
OpenAI trains and tests its models by putting each one alone in a sandbox — a temporary computer, wiped when the job ends. How much each could reach varied by job; many had no route to the internet at all. But real work needs real software, so rather than let every sandbox fetch code from the open web, OpenAI ran a private copy of that library on its own network, a server called Artifactory, and handed the same key to it to workload after workload. The agents were sealed off from the internet, and from each other. They were not sealed off from the library.