Resources

Tools, demos, and references from the AI4RA ecosystem.

Everything referenced in the workshop lives here, so you can return to it after Denver. More links will be added as the activities are finalized.

Tool library

Open-source tools built by the AI4RA community of practice.

Community

AI4RA community of practice

Blog, prompt library, evaluation data sets, and discussion for AI in research administration.

Practice

NARC: Narrative Augmented Reasoning Challenges

Bert Baumgaertner's puzzle platform. Each puzzle pairs a sequence of colored grids with a short narrative clue that only helps when read figuratively. Neither alone is enough; together they determine the answer.

Practice

Promptulus

An interactive game for learning prompt engineering skills.

Data

Data lakehouse

Open-source lakehouse architecture used to prepare institutional research data for AI applications.

Documents

Vandalizer

AI-powered document intelligence for research administration, with evaluation and workflow tooling.

Prior workshop

REACH 2026 workshop site

The companion site for AI4RA: The Intersection Between AI and Data, delivered at REACH 2026.