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Responsible AI Governance and Adoption
Curriculum
1 Section
39 Lessons
30 hours
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Unit 3 — Responsible AI Governance and Adoption
39
1.1
Case Study: Education Resource Strategies
20 mins
1.2
Conclusion
20 mins
1.3
The Importance of Change Management in AI Adoption
20 mins
1.4
Strategies for Successful AI Implementation
20 mins
1.5
Setting Up a Multidisciplinary Team for Success
20 mins
1.6
Why a Multidisciplinary Team Is Essential
20 mins
1.7
Failing Fast: AI Is Iterative by Design
20 mins
1.8
Investing in Philanthropic R&D
20 mins
1.9
The Need for Perpetual Adaptation: Lessons from History
20 mins
1.10
AI Is Here to Stay—Adapt or Get Left Behind
20 mins
1.11
Upholding Ethical Standards: AI Aligned with Values
20 mins
1.12
Currency of Trust: The Nonprofit Sector’s Most Valuable Asset
20 mins
1.13
Ethical According to Whom?: Measuring AI Perceptions from an End User’s Perspective
20 mins
1.14
The Unique Role of the Nonprofit Sector in AI Governance
20 mins
1.15
AI Advances Exponentially: Keeping Your AI Framework Adaptable
20 mins
1.16
The Responsible and Beneficial AI Framework
20 mins
1.17
Human Oversight: Keeping Humans in Control of AI Decisions
20 mins
1.18
Ethical versus Legal Considerations: Navigating the Gray Areas
20 mins
1.19
Data Privacy and Security: Protecting Sensitive Information
20 mins
1.20
Bias and Fairness: Ensuring AI Systems Are Fair and Unbiased
20 mins
1.21
The Role of Legislation: Navigating the Regulatory Landscape
20 mins
1.22
A Higher Standard to Promote and Protect Trust
20 mins
1.23
Criteria for Evaluation: Key Factors for AI Selection
20 mins
1.24
Does the AI Prioritize, Protect, and Promote Trust?
20 mins
1.25
Red Flags: Warning Signs of Potentially Harmful AI Solutions
20 mins
1.26
The Ever‐Evolving Nature of AI: Why Evaluations Must Be Reassessed Frequently
20 mins
1.27
Humanity over Utility: A Moral Imperative
20 mins
1.28
Trading Privacy for Convenience: A Faustian Bargain?
20 mins
1.29
Provocative Questions for the Nonprofit Sector
20 mins
1.30
Humanity as the Guiding Principle
20 mins
1.31
The Need for Deliberation: Prioritizing Humanity in AI
20 mins
1.32
Case Study: The Dangers of Over‐optimizing for Utility
20 mins
1.33
Analogies in the Nonprofit World: The Hammer and the Hand
20 mins
1.34
Human Oversight: The Need for Continuous Human Control
20 mins
1.35
Humanity over Utility—A Moral Imperative
20 mins
1.36
Cultural Challenges: No Vision versus Too Much Vision
20 mins
1.37
Jumping into the Deep End
20 mins
1.38
Cultural Resistance
20 mins
1.39
Technical Challenges
20 mins
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