Are Neural Networks About to Reinvent Physics?

The subtitle is more descriptive of the article: "The revolution of machine learning has been greatly exaggerated."

Its an interesting takedown of some recent articles with over the top claims. But its a pretty standard situation - scientists themselves, but particularly journalists, will draw the broadest possible conclusions from a piece of work so as to increase the interested audience.

IMO its somewhat ironic that the article itself has a misleading clickbait-y title that led me to click through!