I think Blindsight by Peter Watts has a lot of relevance. It explores (among many other things) the concept of a Chinese Room [0] as applied not only to AI, but to biological intelligence. The exploration has a lot of overlap with machine learning IMO.

[0]: https://en.wikipedia.org/wiki/Chinese_room