Dr. Dan McQuillan:

I would not have any mechanism rely solely on AI for some of the reasons that have already been mentioned. You are building an inherent opacity into something you constitutionally cannot rely on. Building in AI as the central part of any system you would consider as having a substantial effect on society is extremely unwise. The education system here, like that in the UK, is currently under attack from AI.

Having a really solid plan for how things would work as much as possible without AI is sensible.