CS5720 - Week 13
Slide 241 of 260

AI Ethics Framework

Why AI Ethics Matter

AI Ethics provides principles and guidelines to ensure artificial intelligence systems are developed and deployed responsibly, fairly, and beneficially for society.
The Stakes are High:

• AI systems affect millions of people
• Decisions can impact employment, healthcare, justice
• Biased systems perpetuate social inequalities
• Trust in AI technology depends on ethical practices
🏗️ Click to explore Framework Components
Discover the key building blocks of a comprehensive AI ethics framework

Core Ethical Principles

  • ⚖️
    Fairness & Non-discrimination
    AI systems should treat all individuals and groups equitably
  • 🔍
    Transparency & Explainability
    AI decisions should be understandable and auditable
  • 🎯
    Accountability & Responsibility
    Clear ownership and responsibility for AI system outcomes
  • 🔒
    Privacy & Data Protection
    Respecting individual privacy and protecting personal data

Building an Ethics-First AI Culture

1
Ethical Impact Assessment
Evaluate potential risks and benefits before development begins
2
Ethics by Design
Integrate ethical considerations into the development process
3
Continuous Monitoring
Ongoing assessment of AI system behavior and impact
4
Governance & Oversight
Establish clear policies and accountability structures
Prepared by Dr. Gorkem Kar