About the course

Humanitarian crises are complex and fast-moving. Many professionals feel unsure how to use AI without compromising humanitarian principles. This course addresses those concerns directly, showing you how to apply Generative AI practically, ethically, and responsibly. Grounded in the Generative AI Capability Framework, you’ll learn through short lessons, real-world scenarios, and hands-on activities. By the end, you’ll have the skills and confidence to use AI to support decision-making, coordination, and resilience — without losing sight of humanitarian values.

Meet Your Instructor

Jonathan Wong is the founder of CloudPedagogy, where he develops ethical, practical, and future-ready learning systems for Generative, Agentic, and emerging Quantum AI. Drawing on over 20 years of experience in higher education, research, and digital innovation, he specialises in applying AI to real-world contexts — from curriculum design and assessment reform to research acceleration and institutional strategy. His frameworks and courses help educators, researchers, and professionals build the confidence, capability, and critical insight needed to thrive across the evolving Continuum of Intelligence.

What you'll learn

Understand Generative AI

Grasp how GenAI works, its capabilities, and its limits in crisis contexts.

Identify Risks

Spot misinformation, bias, and cultural blind spots in AI outputs.

Apply Practical Tools

Use templates, checklists, and guides to embed responsible AI in your work.

Curriculum

8 Chapters · 37 Lessons

  1. 1

    Course Introduction

    1. (Included in full purchase)

      Generative AI Literacy in Humanitarian Crisis

    2. (Included in full purchase)

      Legal Disclaimer & Terms of Use

  2. 2

    AI Awareness and Orientation

    1. (Included in full purchase)

      AI Awareness and Orientation Overview

    2. (Included in full purchase)

      What is Generative AI and How Does It Work?

    3. (Included in full purchase)

      Myths and Realities of AI in Humanitarian Contexts

    4. (Included in full purchase)

      Risks in Crisis Settings

    5. (Included in full purchase)

      Activity: Spot the Error in an AI-Generated Health Advisory

    6. (Included in full purchase)

      Downloadable Resources

  3. 3

    Human–AI Co-Agency

    1. (Included in full purchase)

      Human–AI Co-Agency Overview

    2. (Included in full purchase)

      When to Use AI—and When Not To

    3. (Included in full purchase)

      Role Clarity in Humanitarian Workflows

    4. (Included in full purchase)

      Collaborative Prompting and Accountability

    5. (Included in full purchase)

      Activity: Role-Mapping Exercise for AI-Assisted Refugee Registration

    6. (Included in full purchase)

      Downloadable Resource

  4. 4

    Generative Practice and Innovation

    1. (Included in full purchase)

      Generative Practice and Innovation Overview

    2. (Included in full purchase)

      Innovation in Humanitarian Operations

    3. (Included in full purchase)

      Safe Experimentation in High-Stakes Contexts

    4. (Included in full purchase)

      Amplifying Community Voices through AI

    5. (Included in full purchase)

      Activity: Prototype an AI-Generated Community Engagement Message

    6. (Included in full purchase)

      Downloadable Resource

  5. 5

    Ethics, Equity, and Impact

    1. (Included in full purchase)

      Ethics, Equity, and Impact Overview

    2. (Included in full purchase)

      Humanitarian Principles Meet AI Ethics

    3. (Included in full purchase)

      Bias and Power in AI Systems

    4. (Included in full purchase)

      Anticipating Unintended Consequences

    5. (Included in full purchase)

      Activity: Audit an AI-Generated Refugee Assistance Plan for Equity Risks

    6. (Included in full purchase)

      Downloadable Resources

  6. 6

    Decision-Making and Governance

    1. (Included in full purchase)

      Decision-Making and Governance Overview

    2. (Included in full purchase)

      The Need for Oversight in Crisis Tech

    3. (Included in full purchase)

      Practical Governance Tools

    4. (Included in full purchase)

      Participatory Decision-Making with AI

    5. (Included in full purchase)

      Activity: Design a Governance Protocol for an AI Translation Tool

  7. 7

    Reflection, Learning, and Renewal

    1. (Included in full purchase)

      Reflection, Learning, and Renewal Overview

    2. (Included in full purchase)

      Why Reflection Sustains Responsible AI

    3. (Included in full purchase)

      Setting Up Feedback Mechanisms

    4. (Included in full purchase)

      Building Organisational Learning Culture

    5. (Included in full purchase)

      Activity: Mini-Retrospective on AI-Assisted Logistics

  8. 8

    Wrap-Up and Next Steps

    1. (Included in full purchase)

      Wrap-Up and Next Steps