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Free module

Governing and changing AI systems

Learn AI governance hands on: rate risk, design real human oversight, use feedback, change a model safely and review a feature.

7 lessons445 min lessonSoftware engineering

The lessons

Each lesson is free to read in full. Create a free account to run its commands in a live lab and to sit its quizzes and tasks.

  1. 1 · Container lab

    Rate the risk of an AI feature

    I can rate how risky an AI feature is and say who is accountable for it.

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  2. 2 · Container lab

    Human oversight of AI decisions

    I can design a check by a person that is real, not a habit.

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  3. 3 · Container lab

    Turn user feedback into test cases

    I can turn what users say about answers into better cases.

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  4. 4 · Container lab

    How to change an LLM safely

    I can decide from two recorded runs whether to move a feature to another model.

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  5. 5 · Container lab

    Vendor and model risk for AI features

    I can say how much a feature depends on one supplier and what has no fallback.

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  6. 6 · Container lab

    AI feature governance review checklist

    I can review an AI feature before it ships and write down the result.

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  7. 7 · Container lab

    AI transparency and record keeping

    I can tell people when they are dealing with AI, label what it made and keep the records a review needs.

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Worked in a real lab

Every lesson of this module is worked in a lab started for you alone. The labs it uses:

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