That is a gigantic over-simplification. All machines are application specific, even machine-learning based ones. They all require human supervision, whether through goal setting or fixing errors.
There are some areas where machines are better than humans, and playing Go is now one of them, but that doesn't mean machines will replace humans in all facets at any given point in time. We grow, our tools grow, and the cycle repeats.
[1] https://www.youtube.com/watch?v=gy5g33S0Gzo&ab_channel=RLLbe...
I wonder how it would deal with a teddy bear or stray piece of underwear in the pile of towels?
I see nothing that might be able to tell us why gravitational mass is the same as inertial mass, for example, or any moves in that direction. This "AI" is good at simple games.