Making invisible processes visible.
A collection of work exploring how learning systems, decision systems, and AI systems can be observed, structured, and governed.
AI Governance
Governance
AI behavior, operational integrity, frame control, PUBS, studies, and demonstrations focused on making model behavior observable, governable, and verifiable.
Learning Systems
Instructional
Learning systems, evaluation tools, classroom frameworks, and performance environments focused on making hidden learning and decision processes visible.