🤖 AI Engineer · Stage 1 of 5

Foundation

Plain-English mental models — what an LLM is, how embeddings work, why RAG exists. Five concept pages, no code.

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In this stage

  1. ConceptWhat is an ai Engineer
  2. ProblemAI Engineer vs ML Engineer vs Data Scientist — Role Distinctioneasy
  3. ConceptWhat is an llm
  4. ProblemToken and Context Window Capacity Planningeasy
  5. ConceptWhat is an Embedding
  6. ProblemEmbedding Similarity — Semantic Reasoningeasy