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AI Fundamentals

13 stations · 2.3h

Tokens, embeddings, inference and hallucinations, each explained in about 5 minutes. 13 concept lectures explained by codestorywithMIK (2.3h of video).

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All 13 stations in order

  1. 1.ChatGPT isn't Magic: The Simplest LLM Explanation Ever
  2. 2.AI Can't Read Words
  3. 3.How AI Actually Understands Meaning
  4. 4.Where Does AI Store Its Memories?
  5. 5.How to Give ChatGPT Your Private Data
  6. 6.What’s Actually Inside an LLM?
  7. 7.How Transformers Actually Think: Query, Key & Value (Q, K, V)
  8. 8.Why Self-Attention is Slow
  9. 9.Why Can't AI Remember Everything? The Truth About Context Windows
  10. 10.What are Parameters
  11. 11.How AI Specializes: Pre-training vs Fine-tuning
  12. 12.Why AI Sometimes Makes Things Up
  13. 13.What are LangChain & LangGraph?