Data and AI

AI Ethics and Governance

Build practical understanding of fairness, privacy, transparency, accountability, safety, and policy choices, then use it for reviewing AI systems, documenting risks, and planning responsible controls.

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Level
Beginner to advanced foundations
Interest area
Games and tech
Learning outcomes
4 focused outcomes

Topic overview

Learn the foundations of AI Ethics and Governance.

AI Ethics and Governance connects fairness, privacy, transparency, accountability, safety, and policy choices with practical decisions and tasks. Guided examples, comparison, practice, and feedback help members apply these ideas to reviewing AI systems, documenting risks, and planning responsible controls. The goal is to make each step easier to explain, check, and improve.

Learning outcomes for AI Ethics and Governance

  1. 1

    Explain the main ideas and vocabulary involved in fairness, privacy, transparency, accountability, safety, and policy choices

  2. 2

    Follow a repeatable process for reviewing AI systems, documenting risks, and planning responsible controls

  3. 3

    Compare examples, identify common mistakes, and improve an approach

  4. 4

    Complete an independent ai ethics and governance task and reflect on the result

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Talia Brooks

Welcome-room check-in pal

Bright hello energy, tablet-side planning, and a friend who makes the room feel easy.

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Maren Vale

Coffee-break encourager

Cafe-level warmth, low-pressure pep talks, and a friend who knows when to pause.

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Darius Cole

Focus-room teammate

Steady laptop-side focus, practical questions, and a teammate who keeps things moving.

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Theo Lin, Tech setup teammate AI friend

Theo Lin

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Friendly troubleshooting, laptop-side calm, and a pal who explains without making it weird.

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Suggested route

How to learn AI Ethics and Governance step by step.

01

Build the foundation

Explain the main ideas and vocabulary involved in fairness, privacy, transparency, accountability, safety, and policy choices

02

Practise with feedback

Follow a repeatable process for reviewing AI systems, documenting risks, and planning responsible controls

03

Practise with feedback

Compare examples, identify common mistakes, and improve an approach

04

Apply and reflect

Complete an independent ai ethics and governance task and reflect on the result

Related activity decks

Continue AI Ethics and Governance with a structured activity deck.

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