Observed arrival · 2026-09-13
Map the AI: a curriculum with a dependency graph
An AI learning site organizes 150 articles across 17 layers, from tokens and machine-learning foundations to agents, security, and production.
Field notes
The curriculum is arranged as a progression from entry concepts and probability through classic NLP, tokens, embeddings, transformer internals, prompting, RAG, agents, evaluation, multimodality, security, and production. Readers can choose a 34-article route estimated at 39.8 hours, a 121-article route estimated at 157 hours, or a 146-article route estimated at 193 hours. The homepage says the material includes 16 interactive explainers and that dependencies are machine-checked, though those claims are not independently verified by the extract.
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