العربية
Subject 1 · First subject free

Generative AI and Language Model Foundations

Builds the practical mental model for generative systems, their limits and the role of human verification.

Read the whole first subject without an account: its lessons, summary and review questions.

Subject lessons

  1. Lesson 1 What Is Generative AI? Scope and Uses 8 min read
  2. Lesson 2 How Language Models Generate Text: Tokens, Context and Probabilities 9 min read
  3. Lesson 3 Capabilities and Limits: Variability, Hallucination, Knowledge and Context 8 min read
  4. Lesson 4 Selecting Tasks and Building Human-Verified Workflows 8 min read
  5. Integrated subject summary Review questions

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