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AI(l) or nothing

AI(l) or nothing

AI(l) or nothing: each chapter one concept, four angles to take it in, one thing to do today and one sentence to remember. Follow it at your own pace: one chapter a week, or faster if you like. At the end of each module a summary with one question.

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Responsible Luc Castermans
Last Update 11/04/2026
Completion Time 7 hours 6 minutes
Members 21
  • Module 0. Human and machine
    4Lessons · 51 min
  • Module 1. New: what am I actually looking at
    6Lessons · 1 hr 21 min
    • 04. What is AI, really
    • 05. The tool landscape: chat, project, code
    • 06. Where do your words go
    • 07. With AI or to AI: the autonomy axis
    • 08. The law in brief
    • Summary of module 1
      New 0 xp
  • Module 2. More: under the hood
    6Lessons · 1 hr 21 min
    • 09. The periodic table of AI
    • 10. What the model sees and forgets
    • 11. Harness: engine and car
    • 12. Retrieval and agents
    • 13. Kinds of AI and multimodal
    • Summary of module 2
      New 0 xp
  • Module 3. Apply: how you bring something about
    6Lessons · 1 hr 21 min
    • 14. The creation loop
    • 15. The shared brain
    • 16. Working together on AI: individual, team, company
    • 17. When not to
    • 18. The law in practice: author, liable, explainable
    • Summary of module 3
      New 0 xp
  • Module 4. Solve: when it does not work
    5Lessons · 1 hr 6 min
    • 19. Why output varies
    • 20. Signal and noise: reading critically
    • 21. Working safely: the lethal trifecta
    • 22. Knowing it is going well
    • Summary of module 4
      New 0 xp
  • Module 5. Change: the landscape shifts
    5Lessons · 1 hr 6 min
    • 23. From tool to system
    • 24. Built-in AI and choosing a vendor
    • 25. Adoption, behaviour and return
    • 26. Back to people
    • Summary of module 5
      New 0 xp