Ethical Considerations in AI Systems

Anjali Bhavan

What are ethics?

Why Ethics in AI?

1. Increased usage

2. Policy making

3. Stakeholders

4. Inherent biases

5. Inequitable research access

6. Environmental and financial costs

 

Approaches

1. Clear documentation

2. Stakeholder identification

3. Fair and ethical data collection

4. Centralized compute clouds

5. Make more diverse models!

6. Focus on open-sourcing