AI for Business Institute

AI for Business Institute · Course

D8 · Ethics & Compliance

Whether ethical and legal obligations are embedded rather than declared.

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Levelfoundation
Time4 hours
Structure5 modules · 5 lessons

Why this course

Learn what good looks like, then practise how to apply it.

A focused Framework v2.0 course covering all five D8 criteria. Learn the operating standard, recognise credible evidence and apply each capability to a real AI initiative.

Capabilities

What you'll be able to do

Integrate ethical assessment into identification, design, build, test and review.

Determine which regulatory obligations attach to a given AI system and classify it accordingly.

Detect, measure and mitigate bias and foreseeable harm.

Design explanations appropriate to the affected audience and disclose AI involvement.

Establish lawful basis and licence position for data and models used.

Curriculum

A deliberate journey from context to capability.

01

D8.1 · Ethics embedded in the lifecycle

Integrate ethical assessment into identification, design, build, test and review.

1 lessons
02

D8.2 · Regulatory compliance and AI system risk classification

Determine which regulatory obligations attach to a given AI system and classify it accordingly.

1 lessons
03

D8.3 · Bias, fairness and harm assessment

Detect, measure and mitigate bias and foreseeable harm.

1 lessons
04

D8.4 · Transparency, explainability and disclosure

Design explanations appropriate to the affected audience and disclose AI involvement.

1 lessons
05

D8.5 · Training data provenance, IP and licensing

Establish lawful basis and licence position for data and models used.

1 lessons

Ready when you are

Begin the course and put the first idea to work today.