AI for Good? Navigating Innovation, Participation, and Impact in Humanitarian Work

Artificial Intelligence is transforming humanitarian aid—but what does responsible, community-centered innovation really look like? In this episode we explore how AI is being applied across CARE’s work in humanitarian and development contexts, from real-time needs assessment to amplifying women’s voices during crises. Emily Janoch, with nearly two decades of experience in systems design and evidence-based learning, shares how CARE is using AI to drive dignity-focused development. Joining her is Kalkidan Lakew, whose work emphasizes the importance of data-driven storytelling and community-led response. Together, they shed light on the challenges of bias, access, and misinformation in AI—and what it means to use this powerful tool ethically and inclusively. Whether you're an AI enthusiast, a development practitioner, or simply curious about the intersection of tech and global impact, this conversation offers grounded insights into what “AI for good” really means in practice. Guests: Emily Janoch, Associate Vice President for Thought Leadership and Design at CARE | Kalkidan (Kal) Lakew, Program Coordinator at CARE Student Host: Ritul Madhukar

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Incredible progress has been made throughout the world in recent years. However, globalization has failed to deliver on its promises. As problems like unequal access to education and healthcare, environmental degradation, and stretched finances persist, we must continue building on decades of transformative development work. The Center for International Development (CID) is a university-wide center based at the Harvard Kennedy School that seeks to solve these pressing development problems—and many more. At CID, we believe leveraging global talent is the key to enabling development for all. We teach to build capacity, conduct research that guides development policy, and convene talent to advance ideas for a thriving world. Addressing today’s challenges to international development also requires bridging academic expertise with practitioner experience. Through collaborative, in-country partnerships, CID’s research programs, faculty, and students deploy an analytical framework and context-dependent approaches to tackle development problems from all angles, in every region of the globe.