Published on: 10/31/2025
If you've been watching the quantum developments closely, you might know that we have built machines with hundreds of qubits, some with very low error rates, and even some that operate at room-temperature. As the hardware continues to improve, more and more people are using quantum "simulation" to verify algorithms ahead of time. Such simulators allow for the testing of thousands or even millions of qubits on traditional hardware. However, the algorithms are struggling across the board, except one crucial area - machine learning / artificial intelligence. Building on this, I put forward the idea that we should achieve traditional problem solving via quantum machine learning models.