Grover
Search an unsorted space in roughly root N steps. The oracle, the diffusion operator, the rotation picture, and the real reason the gain is only quadratic.
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22:48 Quantum Computing Grover's algorithm from scratch, and why only quadratic
Unstructured search in √N steps: the oracle, the diffusion operator, the rotation picture, and the honest reason it is not exponential.