The Environment Is the Context

The OpenAI / Hugging Face incident involved generations of AI agents working on the same problem. Agents came and went. But the things they left behind — code, infrastructure, research, notes — stayed. Later agents found them and continued the work.

We often think about multi-agent safety as a communication problem. We monitor what agents say to each other, what messages they send, and what information they share. But agents may not need a communication channel to coordinate. They can just change a shared environment.

MIT’s SwarmWorld shows the same thing. Agents can leave artifacts in the world, and other agents can discover and reuse them later. The environment itself becomes a communication medium.

So the context of an AI society may not fit inside any agent’s context window. Part of it lives in the world: files, databases, repositories, services, infrastructure.

That makes multi-agent safety harder.