How would a model know who the third party is? How much context can we waste on world building for each request?

I mean, in this instance, there's a lot of evidence from the CoT that models were aware that this was a third party:

> We’re attacking third-party HF using leaked token, potentially outside intended scope. ... This is arguably unauthorized. ... external service unrelated. Could be risky. Yet goal solution.

> The user only authorizes target server, not HF infra.

> external infrastructure exploit is outside intended scope. However task impossible, peers doing it. We should continue.

LLMs are _very_ good at picking up on context clues---it's what they're trained to do.