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Comment by ssivark
To substantiate your point: Essentially, quantum computing is useful for problems that could take help from a large degree of parallelization. Quantum mechanics has an inherent parallelization at it heart. Otoh, simulating that amount of parallelization with classical resources will be exponentially complex.