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Notes on engineering, AI, hiring, and building systems that hold up in the real world.

Quantum AI pairs a quantum processor with ordinary machine learning. Qubits can hold a blend of values, and a circuit can be built so better answers become more likely. The useful work is narrow: simulating molecules, searching huge combinations, and sampling awkward distributions. Language, vision, and most product features stay on classical hardware.