That was a long list of exercises! The most interesting was surely Buffon's needle and noodle, which I couldn't solve in the proposed time (assuming 1 hour for exercises level 3). After 1 hour I went first to Wikipedia to get some hint before actually reading MacKay's answer. From there I found the integral geometry formulation and the rest was easy.
Life in high-dimensional spaces was also quite interesting although I had encountered this idea before when learning about the curse of dimensionality. One thing that helps me think about it is the difference between having uniformly distributed points in a sphere and having points spread in the sphere so that the deviation from the mean distance between points is very small. Putting it more clearly, think about how could you spread points in a circle (I tried triangle first) so that the distance between a point and its closest neighbour is almost the same for every point? Solving and implementing this gave me a better intuition.
Another exercise I couldn't solve on time was proving the decomposability of the entropy function. I could solve only the first part: Decomposing it into two bits. This was an exercise level 2, but just part I took me more than half an hour. In my defense, though, I could solve an exercise level 3 (proving that the entropy is always smaller or equal to the cardinality of the ensemble's alphabet) in less than one hour. Finally I should mention the Poissonville exercise that took me a while to really understand. One thing that helped was thinking that the overcrowded buses don't have to hold the same number of passengers as the non-overcrowded ones.
Overall it took me two weeks to go through Chapter 2 and I'm beginning to think that this project will take about twice my predict time, that i,s it will probably take me one year and a half to finish.
Picture: By François-Hubert Drouais - Musée Buffon à Montbard, Public Domain, https://commons.wikimedia.org/w/index.php?curid=308910

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