Research for the frontlines

ARIA produces research and resources designed to help practitioners understand, evaluate, and shape the AI systems that affect their work and the communities they serve.

Our work examines how AI tools are experienced in practice — not just how they perform in controlled settings.

Talking Points

Evaluating AI in the field

Frameworks practitioners can use to assess AI systems in their actual working context, not in a lab.

Community-first design

Partnering with the people most affected by AI to shape how these systems get built and rolled out.

Training + workshops

Hands-on programs for clinicians, educators, and organizers working alongside AI tools day to day.