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I think that >in the future< this will be a non problem as there is reality itself that is a much better validator for behavior then human text.

We already see this with synthetic training data that basically uses logic in form of math and code as constraint.

Will AI test recipes and try to find the cafe with the nicest vibe? Will it do original research about things that have never been written down yet?

I've heard this argument before, but you don't need to think too hard to see the limitations of a machine with no senses.