black_box.sh

Inside the
Black Box

cat // a collection of short essays explaining the architecture, training, and behaviour of large language models.

01 — Foundations
02 — Transformer Architecture
03 — Training & Alignment
04 — Agentic Systems
  • 13What is an AI Agent?
    soon
  • 14Tool Use and the Agentic Loop
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  • 15Multi-Agent Systems
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05 — RAG
  • 16What are Embeddings?
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  • 17Vector Search Explained
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  • 18When RAG Beats Fine-tuning
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06 — Evals
  • 19Why Evals Matter
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  • 20What Good Evaluation Looks Like
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  • 21Measuring What You Can't See
    soon