How Quantum Computing Will Impact AI SaaS

Quantum computing won’t replace AI SaaS; it will augment specific bottlenecks where quantum‑accelerated subroutines deliver better optimization, simulation, or security. Expect a hybrid stack: classical CPUs/GPUs handle training and inference, while quantum services are invoked selectively for tasks like combinatorial optimization, Monte‑Carlo acceleration, cryptography transitions, and high‑fidelity simulations that inform AI decisions. The near‑term impact … Read more