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January 18, 2026, 11:58 PM EST. NVIDIA has turned its GPU-led AI and high-performance computing backbone toward quantum research without building a QPU of its own. The company now collaborates with more than 200 partners to accelerate quantum computing research, development and commercialization, integrating quantum hardware with AI software and simulations. Sam Stanwyck, NVIDIA's quantum product lead and a Stanford PhD, guides the strategy from a role at Rigetti earlier. Unlike pure hardware players, NVIDIA focuses on simulating, optimizing and pairing quantum components with existing workloads. Major tech players-Amazon, Google, Microsoft and IBM-face a growing field of startups such as IonQ, Quantinuum and PsiQuantum. If breakthroughs persist, quantum computing combined with AI could accelerate drug discovery, energy management and supply-chain optimization, reshaping industry capabilities.