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Re:Algorithm Solves Graph Isomorphism in Record Time (2015) by svat on Friday May 24, 2019 @11:41PM (#20006969)
There's an expository paper by Harald Helfgott that goes into earlier work, more foundational stuff, etc — even has exercises: https://arxiv.org/abs/1710.04574

(Originally presented for the Bourbaki Seminar, so not exactly for the non-mathematician, but has more context than reading the paper directly.)

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