You need the same (and probably more) robust controls in place as you would use for a more junior developer.
A human will be influenced by the potential outcome of any proposed solution. For example they might worry about the impact to their employment status if they are wrong, while an LLM will just spit out an answer that is "most likely correct".
Is there any evidence he's ever driven (or even ridden in) a production unit?