Secondary follow up.

I don't think that a human reader in the loop will be going away for a long time. Sure, they can be at parity, but does a combined read have better results? This is an active research question.

I think what will happen is that over time, human interpreters and AI systems will "co-evolve" in a sense, where people will pick up on where models are wrong and also learn how to use models to understand their own blind spots. These are also active research topics that are in their infancy.