Building a Responsible AI Program: Context, Culture, Content, and Commitment
1h 30mBeginner2024-04-10
Authors

Katrina Ingram
Course details
Organizations who use artificial intelligence need to ensure they do so in a socially responsible way, and in this course, Katrina Ingram, the Founder and CEO of Ethically Aligned AI, shows you how to implement a framework to operationalize responsible AI. Katrina shows you how to implement a 4Cs framework—context, content, culture, and commitment—as the basis for a responsible AI program, and provides practical examples of the framework in action. She also explains how to connect AI ethics to organizational values, who should be involved in a Responsible AI program, how to assess and augment governance structures to include oversight for AI, how to think about and use data responsibly, and more. Plus, learn about a process and structure to handle ethical deliberations and how to apply ethics tools to support a responsible AI program.
Skills covered
Project LeadershipResponsible AIProject ManagementArtificial Intelligence (AI)One-Off
Concepts
Introduction
- Actionable steps to responsible AI
- Moving from principles to practice
- Introducing the Landon Hotel
Context - Law, Ethics, and AI Risk
- Connector - Start with context
- The AI legal landscape
- Understanding ethical AI risks
- Getting clear on organizational values and AI risks
- The AI ethics statement, policies, and metrics
Context - AI in Your Organization
- Documenting AI
- Procurement and Shadow AI
Culture - Establishing Governance Structures
- Connector - From context to culture
- Tone at the top
- Existing roles
- The AI ethics committee
- Diversity and stakeholders
Content - Managing Data and AI Models
- Connector - From culture to content
- The big three - Privacy, bias, and explainability
- Addressing privacy, bias, and explainability in your AI program
- Data done right
- Document, document, document
- Environmental impacts
- A brief word about cybersecurity
Commitment
- Connector - Moving to commitment
- Model drift and monitoring
- The role of independent audit
- Nurturing a responsible AI culture
Conclusion
- The journey of responsible AI