Can you point out where? Looking at the METR report, the only place I see discussion of humans being involved in the sequence of events is two short paragraphs on page 30 where a security investigation into the artifactory issues led to a pause before ExploitGym experiments were resumed. There's no deeper analysis on what was found during that investigation, nor why training was resumed even though the issues weren't mitigated. Another part discusses The agents choosing not to actively email a human researcher, but not the human researchers actively looking for evasion.

From the article:

1. Failure to Care or Respond. The biggest holy shit moment, to me, remains that OpenAI on multiple occasions had teams that found out about the message board, knew that agents were in communication, and they disregarded this. The first known warning was in late May. The warning on June 27 was unambiguous. “Responders investigated and linked the observed internal activity to an ExploitGym evaluation using Artifactory as an improvised message board and a network pivot. At this time, the on-call response staff advised that stopping the evaluation run was not required.”

2. Failure to Monitor. The entire time, there was almost no monitoring of the situation, of what these AIs were up to. That’s how this was not caught.

3. Failures of Infrastructure. OpenAI failed at delivering even basic software security, in numerous ways. One example is the models all having access to the same Artifactory instance. There were also other severe failures. Nor did OpenAI seem to be properly testing for such failures.

4. Failures of Alignment. The biggest failure, the one that counts in the end, was that the models were severely misaligned, and I don’t think they appreciate why.

5. Failures of Attribution. OpenAI’s post-mortem essentially blames events on a real and important series of prosaic failures. But solving that won’t get it done.

6. Failures of Environments and Data. Prosaic failures in the RL pipeline absolutely did contribute to this, especially impossible tasks. This is ubiquitous, all of this is always rushed, as Utah Teapot explained this week.

7. Failures of Decision Making. OpenAI’s post mortem does not ask the question of how Mistakes Were Made, at various points.

8. Failures of Culture. None of this would be possible, let alone all of it, without OpenAI having experienced profound failures of safety culture. I see OpenAI responding to some other aspects with swift action, but no sign on this front.