Section 5 (p.143) is very interesting to read. Admittedly my knowledge of how LLMs works is low, but nonetheless I don't think this changed my views of just seeing models as machines/programs. (which to be clear, I don't think was the intention of that section)

Section 7 (P.197) is interesting as well