This unit examines real-world AI case studies and guides learners through ethical, privacy, and bias concerns while moving from ideas to actionable adoption plans. Students will craft governance, implementation, and staffing strategies to scale and sustain AI tools in nonprofit programs.
Learning Objectives
- Analyze multiple AI case studies to identify and summarize specific benefits, risks, stakeholder impacts, and lessons applicable to nonprofit programs
- Evaluate sources of bias and privacy/security vulnerabilities in AI systems and select appropriate advanced detection and mitigation techniques for given nonprofit scenarios
- Design a responsible AI governance framework that integrates ethics principles, legal/privacy requirements, and deployment safeguards for a nonprofit pilot
- Develop a 12-month generative AI adoption and implementation plan that specifies partnerships, staffing/volunteer roles, scalability strategies, sustainability measures, and success metrics
Curriculum
- 1 Section
- 20 Lessons
- 30 hours
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- Unit 3 — Responsible AI Strategy for Nonprofits20
- 1.1Case Study – Collaborative AI Development20 mins
- 1.2Case Study – Community-Driven AI Innovation20 mins
- 1.3Ways AI Case Studies Suggest Benefits to Nonprofits20 mins
- 1.4Notes20 mins
- 1.5Current State of Bias in AI20 mins
- 1.6Advanced Bias Detection and Mitigation20 mins
- 1.7AI Ethics Governance Models20 mins
- 1.8Responsible AI Development and Deployment20 mins
- 1.9Privacy and Security Concerns20 mins
- 1.10Notes20 mins
- 1.11Big Plans for AI – Now Is the Time20 mins
- 1.12Generative AI Development Plans20 mins
- 1.13Generative AI Adoption Plans in the Next 12 Months20 mins
- 1.14Where to Begin20 mins
- 1.15New AI Partnership Opportunities20 mins
- 1.16Building Your Own AI Applications for Profits20 mins
- 1.17Accelerating Current Programs with AI Tools and Systems for Greater Impact20 mins
- 1.18Strategies for Scalable, Sustainable AI Implementation20 mins
- 1.19Finding and Preparing the Right People, Staff, and Volunteers to Co-create with AI20 mins
- 1.20Notes20 mins
Instructor
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