Recommendations
Things I have read and keep coming back to.

World Age for beginners
How a dynamic language gets to compile anyway, explained from the question every newcomer asks.
Read my notesAn Illustrated Guide to Automatic Sparse Differentiation
Why most of the Jacobian you compute is zeros, and how to stop computing them.
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Quantum entanglement: A modern perspective
Entanglement as something you can measure, spend, dilute and distill.
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Why We Use Julia, 10 Years Later
About a hundred short stories of how people found Julia, and why they stayed.
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