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> There is no reason it couldn't backpropagate towards a better solution when told that it's wrong.

That is a lot of handwaving/massive oversimplification - there are a number of reasons this is infeasible (one already mentioned) It matters because a lot of the AI hype these days relies in part on people’s misunderstanding of this.



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