What's AI for good? | The Inclusive AI Lab

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AI for Not Bad: Auditing, Fairness Metrics, and AI governance

Introduction and Overview

Welcome! Learning goals, copyright, trigger concerns, and referral codes

Algorithmic auditing

What's the purpose of auditing? What does it look like in action?
AI as a sociotechnical system
Defining protected attributes in context
Fairness and bias metrics - rapid intro

Unconfusing the Confusion Matrix

Confusion matrix 101
Calculating fairness and bias metrics
Fairness metrics in action: demoes
Which metrics make sense for my context?

AI for good or not bad?

What's AI for good?
What's AI for not bad?
What do we mean when we say "ethical" or "responsible" AI?
AI governance is the key (what is it and how do we start?)

AI for Not Bad: Auditing, Fairness Metrics, and AI governance Closer

Rapid review, congratulations, and link to review/referral codes
Optional: Please leave me a review and let me know what I did well and how I can improve!

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