We build open-source tools, fund community compute fellowships, and provide multilingual AI literacy programs to ensure artificial intelligence serves all communities equitably.
Bridging the digital divide with educational resources, ethical frameworks, and open humanitarian tools.
Free, accessible interactive workshops on generative AI concepts, prompt engineering, and ethical awareness tailored for students, teachers, and non-profit leaders.
Open-source routing and resource distribution tools built for humanitarian relief organizations, designed to function in low-bandwidth, offline environments.
Publishing open datasets and empirical evaluations identifying representational bias and linguistic disparities across commercial foundation models.
Dedicated to ensuring artificial intelligence technologies are open, ethical, and universally accessible for public benefit.
Open preservation tools converting oral narratives and endangered dialects into open structured datasets for cultural preservation and NLP equity.
Lightweight quantized models running on low-power solar edge hardware to coordinate relief supply distributions without internet connectivity.
Interactive prompt engineering courses and safety training delivered free of charge to public institutions and underfunded school districts.
Direct compute credits, project stipends, and architectural mentorship for engineers and researchers building public-benefit AI tools.
Collaborative support for engineers developing offline-first inference architectures, crisis data sync protocols, and emergency medical triage tools.
Open fellowship for researchers measuring cultural bias, multilingual hallucination rates, and representational disparities in frontier models.
Empowering community organizers and teachers to launch localized AI literacy workshops, prompt engineering courses, and digital safety clinics.
Whether you are applying for compute grants, requesting an educational workshop, or exploring open-source technical partnerships, connect directly with our non-profit leadership desk.