From Qubits to Workflows: Rethinking Quantum Computing

This article challenges the quantum computing industry's fixation on qubit counts and error-correction timelines, arguing the more consequential question is how quantum processors integrate into broad... Read original →

The quantum industry's fixation on qubit counts is a distraction. The real inflection is architectural: the QPU is being repositioned as a specialized accelerator within heterogeneous workflows, not a standalone machine. This mirrors the GPU's 2010-2020 trajectory from graphics co-processor to AI-dominant platform, compressed into a far shorter window. The Anderon 300mm foundry is the most underappreciated signal. It pulls quantum into the semiconductor manufacturing paradigm, converting dilution refrigerators, cryogenic interconnects, and microwave control electronics from lab consumables into supply-chain components subject to the same geopolitical scrutiny as advanced logic. If CHIPS Act subsidies extend to quantum fabs, the $2B Anderon investment acquires a strategic-premium dimension, and export-control exposure becomes a board-level risk. IBM's moat has quietly shifted from Heron hardware to the Qiskit orchestration layer. Whoever owns the quantum-classical scheduling stack owns the "CUDA of quantum." Competitors still betting on raw qubit parity will be architecturally outflanked. Within 12-24 months: expect two or three "workflow-integration advantages" marketed as quantum supremacy; the first independent developer ecosystem around orchestration software; and a hard bifurcation between academic prototypes and 300mm industrial production lines.