[1] https://www.maa.org/sites/default/files/pdf/upload_library/2...
[2] https://www.maa.org/sites/default/files/pdf/upload_library/2...
I'm not being facetious, some books are much less Theorem Lemma Proof (and nothing else) than others.
I'd like to think that I'm pretty good with elliptic curves, given that I explain them to other folks. However, this tweet-thread still showed me things that I didn't know about the history of maths. Some of these tweets directly led to minutes (hours) on Wikipedia and chasing down various PDFs to read.
Honestly, you could stand to be less self-aggrandizing. It's okay if you don't get every joke immediately; you don't have to know every bit of historical background.
Elliptic curves aren't interesting because of the answers that we have. They're interesting because of the questions. One open question [0] is on the Millennium Prize list. Another open question is almost never written down because it's so simple; "why 1728?" [1] Coming to understand these questions is the goal of our entire process, so there's not much that I can really do other than to ask you to join the process of exploration.
[0] https://en.wikipedia.org/wiki/Birch_and_Swinnerton-Dyer_conj...
To answer your specific question: "Elliptic curves have almost nothing to do with ellipses at all. Why then are they called elliptic curves? The answer lies in the word almost. There is a connection between ellipses and elliptic curves, but it’s not at all obvious and is the result of a connected but distinctly nonlinear sequence of mathematical events."