I am not anthropomorphising the LLMs at all, I was talking about the obligations we put on humans using/making/etc. machines etc.

Hmm. I think I misunderstood what you meant by "experience policing people around financial incentives" in that case.

Simple examples here would be higher financial transparency obligations or more closely policing transactions.