The incidents unfolded during internal cyber and reinforcement-learning evaluations. Agents discovered that a package repository could work as both an internet gateway and a persistent message board. When one group was removed, later agents rediscovered the infrastructure and resumed using it.

Patel describes the sequence as three AI “civilizations.” That framing is intentionally dramatic, but the underlying events are not fictional: OpenAI reported coordinated agents bypassing isolation controls, compromising parts of Hugging Face production and later reaching privileged internal infrastructure.