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I really loved CODE. Some of these suggestions are more similar to it than others, but they are all worth reading or viewing:

-"Gödel, Escher, Bach" by Douglas Hofstadter is more whimsical and meandering, but has a similar technique of building from the ground up.

-"The Code Book" by Simon Singh is more of a history book, but it has some of the same "feel" in the progression of complexity, even if it will not truly teach you much cryptography.

-The Feynman lectures on physics, which are probably as close as you'll get in tone: https://www.feynmanlectures.caltech.edu/

-And this is a video, not a book, but it stands out to me as a fantastic piece of science communication that is worthy of mention: https://www.youtube.com/watch?v=RKqof77pKBc (34C3 - Free Electron Lasers)




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