Ask HN: What is an A.I. chip and how does it work?

With all the current news about NVIDIA AI/ML chips;

Can anybody give an overview of AI/ML/NPU/TPU/etc chips and pointers to detailed technical papers/books/videos about them? All i am able to find are marketing/sales/general overviews which really don't explain anything.

Am looking for a technical deep dive.