All the evolution in AI right now is just trying different model designs and/or data. It’s not one model that is being continuous refined or modified. Each iteration is just a new set of static weights/numbers that defines it’s calculations.

If the models were changing/updating through experience maybe what you’re writing would make sense, but that’s not the state of AI/ML development.