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> If quantum supremacy was not possible, wouldn't that mean that something is wrong with our physics understanding?

Yes, but that's not outrageous. For instance, Shor's algorithm on a cryptographically interesting factorization problem would be testing the predictions of QM in a new regime (exact cancellation of a sum with roughly as many terms as the size of the product being factored, during the quantum fourier transform.) It's quite reasonable to think that QM is an approximation which will break down at that level of precision.



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