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Working experiments in human-centered technology.

Experiments in AI, systems, and better decisions.

A working lab for prototypes, demos, and ideas at the edge of human-centered technology.

Current labs

Small experiments with practical questions

AI Compare

A working comparison tool for examining model disagreement and synthesized guidance.

Course allocation

An emerging approach to transparent, Canvas-compatible seat assignment.

Decision interfaces

Prototypes that make assumptions, tradeoffs, and human responsibility easier to see.

Why labs?

Thinking becomes useful when it can be tested.

Learn in public

Working artifacts reveal what essays and strategy slides cannot.

Test carefully

Early prototypes create space to study risks and usefulness before scaling.

Share the craft

Experiments help others understand how responsible systems are built.

For collaborators

Bring a consequential question.

Labs welcomes institutions, practitioners, and builders who want to explore useful technology without surrendering human judgment.

Begin thoughtfully

Build something useful and worthy of trust.

Start a conversation