Nvidia is making significant strides in quantum computing through its Accelerated Quantum Research Center in Boston, focusing on hybrid quantum-classical computing rather than competing on qubit development like IBM, Google, and Microsoft. By leveraging its CUDA framework, Nvidia enables integration across various quantum simulators and processing units, which enhances real-world application development. This approach shifts the industry from "quantum supremacy" to "quantum practicality," prompting startups to demonstrate interoperability with classical systems. Nvidia’s platform could become pivotal for enterprises, underscoring the importance of preparing AI and HPC roadmaps to accommodate quantum computing sooner than previously anticipated.