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I can highly recommend this "How do LLMs work (with code examples)" video. www.youtube.com/watch?v=YmLp... It is extremely well-done, it touches all relevant details in an acceptable depth for an ~1 hour video. This also proves it is often worthwhile to produce a fresh textbook/explainer.