I was listening to an episode of the "inControl" podcast [1], in which Ben Recht suggested that overfitting is not always well understood.

Perhaps it is interesting to read his blogpost "Machine Learning has a validity problem" alongside this article.

[1] https://www.incontrolpodcast.com/

[2] https://archives.argmin.net/2022/03/15/external-validity/