I don't know if there will ever be a future where AI gets better than humans, but at the moment it looks like it won't. The human mind is just too complex for AI to replicate its problem solving capabilities, and you're right: when AI malfunctions, people are blamed for not using it properly or prompting it well.
RE: Experience vs AI: who wins when something breaks in production?