Human-Centered AI

Human-Centered AI

1. Human-AI collaboration

   • Explainability
   • Understandability
   • Intelligent applications to support humans
     • Augmented human capabilities
     • Algorithm-assisted decision making
     • Human-in-the-loop
   • Interpretability

2. Data, AI, machine learning, robots & automations

   • Trustworthy
   • Fair, unbiased
   • Non-discriminatory
   • Safe
   • Accountable
   • Useful
   • Transparent
   • Reproducible

3. AI and society

   • Protecting human rights
   • Preventing malicious use
   • Governance and regulations
   • AI for social good
     • Climate Change
     • Health
     • Reducing Poverty
     • Peace
     • Reducing Inequality
   • Privacy
   • Responsibility
   • Agency
   • Diversity, inclusion
   • Labor trends