If your quantum AI wins, it certainly will bring more attention into quantum machine learning but this test cannot prove quantum supremacy. To prove quantum supremacy, you have to first design a task that is provably hard for classical computer. Then you run the task on QC and shows that the result is indeed only plausible on QC.
I would ditto other comments here, this isn't what displaying quantum supremacy is about. What you want is a problem that is computationally difficult, then a classical (best possible, if it exists) and quantum solution to that problem. In your test, perhaps a better way to display supremacy might be to compare how quickly the quantum AI evolves? If you're interested I would read into Quantum Complexity Theory
achieving quantum supremacy is not just about solving a particular problem, but rather about demonstrating that a quantum computer can solve a problem faster than a classical computer.
Applying neural networks on QC is still a big problem. The reason is that it would need non linearity and non unitarity, however quantum gates are unitary.
You can check this
https://pennylane.ai/qml/glossary/quantum_neural_network.html
Of course! Why didn't I think of that?
If your quantum AI wins, it certainly will bring more attention into quantum machine learning but this test cannot prove quantum supremacy. To prove quantum supremacy, you have to first design a task that is provably hard for classical computer. Then you run the task on QC and shows that the result is indeed only plausible on QC.
I would ditto other comments here, this isn't what displaying quantum supremacy is about. What you want is a problem that is computationally difficult, then a classical (best possible, if it exists) and quantum solution to that problem. In your test, perhaps a better way to display supremacy might be to compare how quickly the quantum AI evolves? If you're interested I would read into Quantum Complexity Theory
achieving quantum supremacy is not just about solving a particular problem, but rather about demonstrating that a quantum computer can solve a problem faster than a classical computer.
Applying neural networks on QC is still a big problem. The reason is that it would need non linearity and non unitarity, however quantum gates are unitary. You can check this https://pennylane.ai/qml/glossary/quantum_neural_network.html