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The Quiet Crisis in Computer Science Academia
The compute gap between universities and industry is not a resource problem — it is a values problem, and it is quietly rewriting who gets to do science.
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Where Am I? Positional Encoding
The Transformer forgets word order entirely — here's how four architectures fix that, from sine waves to the rotation trick behind every modern LLM.
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Everything is Logistic Regression (And Some Extra)
A bottom-up guide to deep learning — from one equation to the Transformer.
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Vector Databases, End to End
A detailed guide to embeddings, similarity geometry, ANN indexing (HNSW/IVF/LSH/PQ), and production vector search design.
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The Two Militaries of the United States
An exploration of America's dual sources of power: its traditional military and its often-overlooked 'intellectual military' of academics and researchers.