Programs

Initiatives for practical AI in public-interest settings.

GoodSam organizes its work into focus areas where human oversight, evidence, and implementation discipline matter as much as the model itself.

AI for Good: Transforming Communities

Conversations hosted by Doug Liles about AI, communities, and the public good.

An illustrated Bible-story app designed for children ages 3–4, with six short adventures and a parent guide with Scripture references and prayers.

Applied AI workflows for intake, routing, public information, service navigation, and local government support.

AI-supported work for water, land, resilience, conservation, and environmental monitoring.

Programs that help learners and institutions use AI as a practical aid while keeping judgment and accountability human.

Frameworks for checking whether AI systems are auditable, explainable, useful, and appropriate for their setting.