A Human-Centered AI Pilot: Protection in the Moment, for Understanding Over Time

This access-oriented design concept explores how AI can support educators in reflecting on learner experience over time. Grounded in human judgment, relational awareness, and learner dignity, the framework positions AI as an analytic support rather than a decision-maker.

This work is in early development and is intended for engagement with learning-centered AI research, with further details to follow.