Episodes

  • Humanitarian Technology Under Siege, A Conversation with Catalina Rebollo from Wired en Español

    Humanitarian Technology Under Siege, A Conversation with Catalina Rebollo from Wired en Español
    Dec 24 2025
    In Humanitarian AI Today’s first interview recorded in Spanish, David Alejamdro Schoeller-Diaz guest hosts a special interview with Catalina Rebollo, a journalist and regular contributor to Wired magazine in Spanish covering technology and artificial intelligence. Catalina specializes in in-depth reporting on news and complex issues with a particular focus on human rights, inequity and disinformation. She recently wrote on humanitarian technology under siege in Gaza, highlighting the impact of technology blockades and technology warfare on crippling humanitarian operations, making it harder for populations to survive and for aid agencies to fulfill their mandates. Building on the subject of technology in conflict-zones, David and Catalina discuss how digital tools and AI are becoming indispensable for humanitarian aid while at the same time they are being weaponized by non-humanitarian actors to facilitate the surveillance and persecution of civilians, testing humanitarian principles in new ways that we are only beginning to understand. Catalina highlights an emerging "two-tiered system" within the humanitarian sector, characterized by a stark disparity in technological capacity. While large, well-funded organizations possess the resources to conduct rigorous research into uses of AI and deploy more sophisticated and secure tools, smaller grassroots NGOs are frequently left behind. This digital divide often forces smaller actors to rely on insecure platforms and tools, leaving their operations and the communities they serve vulnerable to cyberattacks and data breaches. Power imbalance like these also severely limit the negotiating leverage of smaller NGOs not only with global technology corporations but also with key stakeholders on the ground during a crisis. The conversation concludes with a call for international political agreements to establish "red lines" that protect humanitarian data, much like the physical Red Cross flag protects aid workers under the Geneva Conventions. Looking forward, the guests explore the potential for defensive uses AI designed specifically to do things like safeguard human rights and provide medical guidance in conflict zones where traditional support has been severed. Finally, they call upon the academic and technology communities to deepen their engagement with the humanitarian sector, helping organizations of all sizes navigate the rapid evolution of AI and unlock its potential as a force for global good. Interview notes: https://humanitarianaitoday.medium.com/humanitarian-technology-under-siege-a-conversation-with-catalina-rebollo-from-wired-en-espa%C3%B1ol-c7f143c98c97
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    32 mins
  • Radek Wierzbicki from Unsung Heroes on Advancing Digital Entrepreneurship, AI and Building Trust and Credibility

    Radek Wierzbicki from Unsung Heroes on Advancing Digital Entrepreneurship, AI and Building Trust and Credibility
    Nov 25 2025
    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, Radek Wierzbicki, CEO of Unsung Heroes, speaks with Humanitarian AI Today producer Brent Phillips about his team’s work connecting startups with humanitarian organizations and Unsung Heroes’ Humanity Badge initiative, a platform that builds the reputation of humanitarian and development workers and their organizations. They discuss Unsung Heroes’ core interests in advancing digital literacy and entrepreneurship and their work in Tanzania supported by the Polish Minister of Foreign Affairs and the Polish Embassy in Tanzania helping mentor young people interested in launching technology startups. They also discuss Unsung Heroes’ work distributing and training people on using computers and AI applications, and their work launching and partnering on technology incubators and accelerators advancing digital entrepreneurship. Substack notes: https://humanitarianaitoday.substack.com/p/radek-wierzbicki-from-unsung-heroes
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    16 mins
  • Siem Vaessen from Zimmerman on IATI, AI and the Development Aid Landscape

    Siem Vaessen from Zimmerman on IATI, AI and the Development Aid Landscape
    Nov 23 2025
    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
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    44 mins
  • Jessie Pechmann on AI, Satellite Imagery, Transparency, and Building Damage Assessments

    Jessie Pechmann on AI, Satellite Imagery, Transparency, and Building Damage Assessments
    Nov 10 2025
    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, Jessie Pechmann, Humanitarian GIS and Data Protection Lead with Humanitarian OpenStreetMap, speaks with Humanitarian AI Today producer Brent Phillips about satellite imaging, GIS, and the uses of AI in assessing building damage. They touch on how different AI models and methods can produce wildly different results for the same area, highlighting the need for transparency and better validation practices, including humans in the loop providing local knowledge and oversight. They also discuss the importance of "data commons," the open, shared data resources that humanitarian organizations rely on, and the challenges of supporting them amid a shift away from traditional government funding, which risks data becoming "siloed" as funding moves toward philanthropic or paid-for services. Substack notes: https://humanitarianaitoday.substack.com/p/jessie-pechmann-from-humanitarian
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    18 mins
  • Yuriy Boyechko on Hope for Ukraine’s New Mobile App and Digital Inclusion

    Yuriy Boyechko on Hope for Ukraine’s New Mobile App and Digital Inclusion
    Nov 7 2025
    Yuriy Boyechko, Founder and CEO of Hope for Ukraine, speaks with Humanitarian AI Today guest host Emrys Schoemaker, Senior Director of Policy and Advisory with Caribou Digital. They discuss Hope for Ukraine’s work, humanitarian needs in Ukraine this Winter and the organization’s new mobile app (Nadiya) which helps connect individuals and families affected by the war with essential food supplies, education services, and housing resources. They also discuss ways of integrating applications of AI into the app and use the opportunity to discuss digital inclusion, digital identity and challenges associated with assessing needs, authenticating aid recipients and aid suppliers, and broader challenges associated with digital security. Episode notes: https://humanitarianaitoday.medium.com/yuriy-boyechko-on-hope-for-ukraines-new-mobile-app-nadiya-1b1ed5deb923
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    36 mins
  • Olivier Mills from Baobab Tech on the Need for Deeper Technical Collaboration on Humanitarian AI

    Olivier Mills from Baobab Tech on the Need for Deeper Technical Collaboration on Humanitarian AI
    Nov 3 2025
    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, Olivier Mills, Founder of Baobab Tech, talks about NetHope’s Global Summit and Dev Explorer, a Frontier Tech Hub pilot project supported by FCDO, with Humanitarian AI Today producer Brent Phillips. They cover takeaways from NetHope’s recent Global Summit and conversations that took place focusing on rapid advances in AI and on the need to see humanitarian actors work more closely around AI from deeply technical vantage points. They also discussed Dev Explorer, open data sharing frameworks like IATI, explainable AI and new funding initiatives like Humanity AI. This conversation explores critical challenges that the humanitarian community faces in keeping pace with the rapid evolution of artificial intelligence. Olivier and Brent highlight the urgent need for humanitarian actors to move beyond high-level discussions and build new pathways for effective, deeply technical collaboration to harness AI's potential responsibly. Substack notes: https://humanitarianaitoday.substack.com/p/olivier-mills-from-baobab-tech-on
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    26 mins
  • Cole Leng on the State and Future of On-Device Machine Learning for Humanitarian Action

    Cole Leng on the State and Future of On-Device Machine Learning for Humanitarian Action
    Oct 24 2025
    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
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    24 mins
  • Neha Bajwa from Neo4j Unveils New Tools to Build, Test, and Deploy AI Agents

    Neha Bajwa from Neo4j Unveils New Tools to Build, Test, and Deploy AI Agents
    Oct 20 2025
    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, Neha Bajwa, Vice President of Product Marketing at Neo4j, joins Humanitarian AI Today producer Brent Phillips to discuss Neo4j’s major plans to support agentic AI systems that will directly benefit nonprofits and humanitarian organizations. Neo4j is the world’s leading graph intelligence platform for AI systems, and the company’s two new tools, Neo4j Aura Agent and the Model Context Protocol Server for Neo4j, will address critical development obstacles and help organizations rapidly build, test, and deploy AI agents. They also discuss Neo4j’s Graphs for Good program and Neo4j’s upcoming “NODES” developer conference, which is the biggest graph community gathering dedicated to applications, data intelligence, knowledge graphs, and AI. Substack notes: https://humanitarianaitoday.substack.com/p/neha-bajwa-from-neo4j-unveils-new
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    12 mins