Research · systems · human agency
Human judgment.
Technological
possibility.
I’m Kerry Thornhill. I study how people can question consequential decisions—and build the knowledge and systems that make meaningful answers possible.
Explore my research
Complex systems.
Human stakes.
My route into research began with responsibility for the way things work.
Leading real estate and transportation operations meant working where records, rules, technical systems, and human judgment meet. Building the infrastructure behind those operations made the questions sharper: What counts as evidence? Who can correct a record? When should a decision be reconsidered?
Today, I bring that experience into interdisciplinary research on human–AI judgment, information, and institutional answerability.
The experience behind the questionsAn explanation is
only a beginning.
My research asks what makes a consequential decision genuinely open to examination—and what allows independent evidence to remain in play.
Information for meaningful challenge
What must a person be able to inspect to test a specific concern?
02Independent judgment around AI
When does advice support a person’s reasoning—and when does it displace valid evidence?
03Power that can answer back
When does control over consequential judgments create a responsibility to respond?
03 / Experience with direction
A practical foundation.
An expanding horizon.
I have led distributed teams, operated across regulatory environments, and learned to build the digital systems those teams depend on. Returning to scholarship brought a new purpose to that preparation: turning difficult practical questions into disciplined, testable inquiry.
I’m pursuing graduate study in Interdisciplinary Studies at the University of North Texas, connecting ethical technology, civic leadership, and human-centered innovation.
Follow the trajectory04 / What the work is for
Advance knowledge.
Make it useful.
The next step is a research program that connects rigorous inquiry with public understanding.
I’m developing a path toward accessible research materials, reproducible methods, and opportunities for students who bring practical experience into scholarship. Through DG Humana Institute, I’m building a setting for dialogue across academic, civic, nonprofit, and professional communities.
Research with a wider purpose