Learn

Learn the basics in plain language.

Short lessons, a glossary of key terms, six principles and a quiz. Start with the Everyone path: five lessons, about 35 minutes.

Lessons

Short lessons, 5 to 8 minutes each.

Each lesson has a goal, key points, an example and a "What to do now" list. All lessons are drafts until reviewed.

Stage 1 · 8 min · Draft

Building a governance program

Start and grow a program with clear decision rights.

Stage 1 · 6 min · Draft

Using AI tools at work

Use general AI tools safely and know your organization's rules.

Stage 1 · 6 min · Draft

What AI governance is

Explain AI governance in one minute.

Stage 1 · 8 min · Draft

Writing policy that can be enforced

Draft policy statements that can be followed, checked and approved.

Stage 3 · 8 min · Draft

Providers, deployers and the value chain

Identify your role, because your role decides your duties.

Stage 3 · 8 min · Draft

Risk tiers explained

Use risk to decide how much governance a system needs.

Stage 4 · 8 min · Draft

Data, privacy and AI

Handle personal data in AI lawfully and carefully.

Stage 4 · 8 min · Draft

Working with AI vendors

Buy AI safely, from due diligence to exit.

Stage 5 · 8 min · Draft

Evidence an auditor will trust

Produce audit evidence that is complete, traceable and timestamped, and spot compliance drift.

Stage 5 · 9 min · Draft

Fairness and bias testing

Plan a basic bias test and act on the result.

Stage 5 · 8 min · Draft

Generative AI risks

Use generative AI safely and know what to test.

Stage 5 · 7 min · Draft

How AI systems fail

Recognize common failure types.

Stage 5 · 8 min · Draft

Security for AI systems

Recognize threats specific to AI and test for them.

Stage 6 · 8 min · Draft

AI agents and automation

Control systems that take actions, not just produce text.

Stage 6 · 8 min · Draft

Human oversight that works

Design oversight that is real, not a rubber stamp.

Stage 6 · 6 min · Draft

Transparency and explanations

Decide what to tell people about AI, and how.

Stage 7 · 8 min · Draft

Incidents and what to do

Respond well when AI goes wrong.

Stage 7 · 7 min · Draft

Metrics that mean something

Measure governance honestly and spot false security.

Stage 8 · 7 min · Draft

Reporting to leaders

Report clearly and honestly, and make a defensible recommendation.

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