[ehnto]

I don't want to paint with too broad of a brush but the role of a manager is generally to trust their team on specifics. So how would a manager be able to spot a hallucination and stop it from informing business decisions?

It's not as bad for domain experts because it is easier for them to spot the issue. But if your role demands you trust your team is skilled and truthful then I see problems occuring.