Field notes from the work.
Working papers, method briefs, and community-facing reports from studies in progress and in the archive. The library grows slowly — one honest study at a time.
- Working paperForthcoming · 2026When the model is wrong in ways only the community can see.
How ground-truth failures in community-facing AI systems surface first in the judgment of frontline staff — and what evaluation misses when it does not sit in place.
- Field noteDraft · 2026Trust is a research variable, not a communications problem.
An institutional essay on why 'community trust' should be measured as an outcome of research design, not managed as a byproduct of it.
- Method briefIn development · 2026The return-of-knowledge protocol.
What we owe our partners before we publish: a written protocol for returning findings to community partners in a form they can act on.
- Community reportPlanned · 2027Studying AI-adjacent tools in child and family services.
First community-facing report from the foundational Auberle partnership on how AI-adjacent tooling is showing up in frontline human-services work.
To request an early draft or a pre-print, contact the institution.