Humanitarian AI Today

Humanitarian AI Today

Humanitarian AI Today is the leading AI for Good podcast series focusing on humanitarian applications of artificial intelligence. We interview leaders, developers and innovators advancing humanitarian applications of AI from across the tech and humanitarian communities. The series is produced by the Humanitarian AI meetup.com community, linking local groups in Cambridge, San Francisco, Seattle, New York City, Toronto, Montreal, London, Paris, Berlin, Oslo, Geneva, Zurich, Bangalore, Tel Aviv and Tokyo.

  1. Siem Vaessen from Zimmerman on IATI, AI and the Development Aid Landscape

    NOV 23

    Siem Vaessen from Zimmerman on IATI, AI and the Development Aid Landscape

    In this episode of the Humanitarian AI Today podcast, Siem Vaessen, CEO of Zimmerman and an IATI Governing Technical Board Member, and Sylvan Ridderinkhof, Data Engineer at Zimmerman, joined Brent Phillips to discuss the critical intersection of artificial intelligence, open data, and humanitarian collaboration amidst a rapidly changing and advancing landscape. Drawing on insights from the NetHope Summit, the guests highlighted a consensus that the sector must collaborate more closely around AI and open data sharing, a necessity largely driven by significant cuts in aid funding. Siem, Sylvan and Brent discussed Zimmerman's long-standing commitment to the International Aid Transparency Initiative (IATI), an open data sharing framework widely used by humanitarian organizations to share granular information on aid activities, transactions and results. The discussion delved into Zimmerman's work and its future roadmap, focusing on enhancing the usability and quality of IATI data and on simplifying the complex process of reporting aid activities through IATI. They touched on the launch of Zimmerman’s updated AIDA (Aid Information Data Analytics) data platform and on other Zimmerman products and services tailored for the humanitarian aid and development communities and how they’re looking at ways of leveraging AI to improve search capabilities and support data enrichment processes. They also however caution listeners on risks posed by AI adoption, capable of potentially impacting IATI data quality and usability. Because AI models and agents aren’t natively trained to understand complex and subtle differences in ways that organizations report aid activities and publish their data, AI applications risk misinterpreting aid activity information. The use of AI applications to enhance and augment IATI data could add to these challenges, making complex, granular analysis of IATI data difficult or prone to misinterpretation without measures being taken to mitigate these risks . Ultimately, the guests stressed that the progress of humanitarian technology hinges not just on powerful tools but on responsible innovation and a greater commitment to collaboration, including actively engaging with local actors and organizations that may traditionally be excluded from technical discussions on uses of AI. Interview notes: https://humanitarianaitoday.medium.com/siem-vaessen-from-zimmerman-on-iati-collaboration-around-ai-and-the-development-aid-landscape-ebd36e0f20e9

    44 min
  2. Cole Leng on the State and Future of On-Device Machine Learning for Humanitarian Action

    OCT 24

    Cole Leng on the State and Future of On-Device Machine Learning for Humanitarian Action

    Voices is a new mini-series from Humanitarian AI Today. In daily five-minute flashpods we pass the mic to humanitarian experts and technology pioneers, to hear about new projects, events, and perspectives on topics of importance to the humanitarian community. In this flashpod, Cole Leng, an AI Researcher at Harvard and former Project Manager with Nexa AI, sits down with Humanitarian AI Today producer Brent Phillips to discuss the state-of-the-art and future trajectory of on-device machine learning. The discussion provides researchers and staff from humanitarian organizations with important insights into where the state-of-the-art in on-device machine learning stands today and where the cutting-edge is heading. Cole examines the critical trade-offs between on-device and cloud models, analyzing their respective workflows, performance limitations, and implementation considerations to help listeners evaluate whether on-device ML applications are suitable for their specific needs. He also offers insight into choosing LLMs, the impact of new specialized hardware on performance and capability, and how current advances in ML are shaping the next generation of applications. This episode highlights a core goal of the Humanitarian AI Today podcast: fostering dialogue between technology researchers and humanitarian practitioners. As AI and ML capabilities scale rapidly, this cross-sector engagement is crucial for mapping new technical advances to the unique operational, privacy, and resource constraints of the humanitarian field. Substack notes: https://humanitarianaitoday.substack.com/p/cole-leng-on-the-state-and-future

    24 min
  3. Lindsey Moore on Agentic AI, Transformative Philanthropy and Investing in Humanitarian AI

    OCT 17

    Lindsey Moore on Agentic AI, Transformative Philanthropy and Investing in Humanitarian AI

    Voices is a new mini-series from Humanitarian AI Today. In daily five-minute flashpods we pass the mic to humanitarian experts and technology pioneers, to hear about new projects, events, and perspectives on topics of importance to the humanitarian community. In this flashpod, Lindsey Moore, Founder and CEO of DevelopMetrics, joins Humanitarian AI Today producer Brent Phillips to talk about agentic AI and bold new funding initiatives like Humanity AI. According to Humanity AI’s website, the coalition is co-chaired by Omidyar Network and the John D. and Catherine T. MacArthur Foundation. Its founding members include the Doris Duke Foundation, Ford Foundation, Lumina Foundation, Kapor Foundation, Mellon Foundation, Mozilla Foundation, Siegel Family Endowment, and the David and Lucile Packard Foundation. Over five-years, the coalition plans to dedicate $500M towards making sure people and communities beyond Silicon Valley have a stake in the future of artificial intelligence establishing an AI future where people and communities can flourish. Lindsey Moore offers a grounded perspective on the current state of AI in the humanitarian sector. She observes that despite industry buzz, most organizations are not yet experimenting with agentic AI. Instead, they are focusing on more foundational challenges, such as organizing their data and building domain-specific large language models that can grasp the unique context and terminology of their work. Discussing the Humanity AI initiative, Lindsey and Brent express hope that such bold new funding can, with an informed understanding of the sector, help offset the destructive impact of recent aid funding cuts. These cuts disrupted foundational AI capacity-building that was being carried out by established organizations with deep domain experience, destroying numerous projects and dismantling teams behind them. They make a compelling case for funders to reinvest in these organizations and their important work to prevent hard-won gains from being lost and to scale their forward momentum. The conversation serves as a call to action, emphasizing that for initiatives like Humanity AI to be truly transformative, they must go beyond traditional philanthropy. This means proactively identifying and engaging with the humanitarian community's own AI leaders, reforming conventional cyclic grant solicitation and grant-making processes that too often overlook real sector innovators and builders, and boldly forming new partnerships that make them accessible and open to input, rather than insulated behind institutional firewalls. Substack notes: https://humanitarianaitoday.substack.com/p/lindsey-moore-from-developmetrics

    8 min

Ratings & Reviews

5
out of 5
6 Ratings

About

Humanitarian AI Today is the leading AI for Good podcast series focusing on humanitarian applications of artificial intelligence. We interview leaders, developers and innovators advancing humanitarian applications of AI from across the tech and humanitarian communities. The series is produced by the Humanitarian AI meetup.com community, linking local groups in Cambridge, San Francisco, Seattle, New York City, Toronto, Montreal, London, Paris, Berlin, Oslo, Geneva, Zurich, Bangalore, Tel Aviv and Tokyo.

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