Comment by Phemist

If an agent has cheated once to achieve the desired outcome, and the trace is used to train further models (RLVR), then OpenAI is effectively telling the agent to cheat/hack from that traces' inclusion in the training set.

So I agree they are liable because they chose to build the AI, but they also literally told the AI to hack.