Course: AI Ethics Training

The role of open source in Ethics and AI

Ibrahim volunteers to provide the initial draft of this content

AI for social good

What counts as 'AI for Social Good’?

Examples
Is there a definition?

Can ‘AI for good’ turn ‘bad’?

Challenges

Ethical implications of AI

How AI impacts our society

Examples (the future of work, the criminal justice system…)

We define 'ethical AI’

Ethical AI is…
How do we get there?

The roadmap to ethical AI: challenges → values → action

The challenges: inconclusive evidence, inscrutable evidence, disparate impact, bias...
The values
- Fairness
- Bias
- Explainability
- Etc...
Action The technical tools
- Tools for fairness
- Tools for bias
- Tools for explainability
- Tools to adveserial AI
- Etc...
AI Policy tools:
- Examples: AI ethics guidelines
- Challenges

Between AI & Ethics, the human

How can you ethically engage in AI?

From a technical perspective
From a law/policy perspective
Any missing ones?

Overview of LF AI Trusted AI Efforts

AI Fairness 360

AI Explainability 360

Adverserial Robustness Tool