Carolyn Woodard covers a growing counter-movement to concentrated AI power and what it means for nonprofits thinking about data sovereignty, open-source models, and their own agency in a moment that can feel overwhelming.

Mozilla's recent State of Open Source AI Report frames this shift as a "Rebel Alliance" against winner-take-all AI development. Mozilla is deploying $1.4 billion to seed an open, trustworthy AI ecosystem, joined by more than 55 organizations. The report makes the case that open-source models are closing the capability gap with closed commercial systems, and that communities, not just corporations, can own and control their AI.

Carolyn also introduces Current AI, a nonprofit backed by the Ford Foundation, MacArthur Foundation, and the French government, which is building what it calls a worldwide web of AI: free, public, and available to anyone the way the early internet was. One example: an offline device running AI in 22 Indian languages, built so communities own their data entirely. A Current AI grantee in Brazil is doing similar work with indigenous Amazon communities.

This episode covers:

Why Mozilla's open-source AI report matters for nonprofits skeptical of locking into commercial platforms with opaque pricing and data practices.
How indigenous and Global South communities are leading on data sovereignty, and what that model could mean for mission-driven organizations here.
The case for staying informed even if you're not ready to act: understanding the landscape is itself a form of agency.
One for-profit alternative worth knowing: Change Agent AI, built by, for, and with the social sector, on its own infrastructure without big tech servers, currently $25 per seat.

Resources Mentioned:

State of Open Source AI Report – Mozilla – https://stateofopensource.ai
Current AI – https://www.currentai.org/
Nonprofit Current AI Is Racing to Build the World Wide Web of AI – TechCrunch – https://techcrunch.com/2026/07/19/nonprofit-current-ai-is-racing-to-build-the-world-wide-web-of-ai-free-for-all/
Conference Spotlight: Data Sovereignty and the Ethics of AI – Vimeo – https://vimeo.com/1200022928/dce5a0cd1e
NCAI Tribal AI Governance Briefing – National Congress of American Indians – https://hubs.la/Q04pD9650
Change Agent AI – https://thechange.ai
Generative AI Is an Engineering Disaster – The Atlantic (paywalled) – https://www.theatlantic.com/technology/2026/07/generative-ai-engineering-disaster/687901/

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