[jpace121]

I don’t think it’s really the opposite opinion.

To pick on the game of Go as an example, the insight from the Bitter Lesson is the best method to use for Go is probably going to be the most broad method that abuses the magic of brute force the most, compared to a method that really encodes the best existing strategies of Go.

I think what OP is referring to and what I’ve observed is that in some fields you have to have a certain amount of expertise to just understand the rules of the game, and there are a lot of applications where someone approaching a problem with the goal of applying ML can’t quite get over the hump of understanding all the rules.