When one does not see what one does not see, one does not even see that one is blind.
— Paul Veyne
Mapping the Invisible
The Ethics of Generative AI in Education
Punya Mishra & Marie Heath
Generative AI is reshaping education at every level — from the planetary systems that power it to the intimate spaces where students learn to think for themselves. This interactive framework organizes the ethical landscape across four nested scales, revealing how pressures at one level cascade into conditions at others.
How to explore
Click any ring to zoom in and read about that scale. Use the left sidebar to jump between scales. Trace a cross-cutting thread — Surveillance, Standardization, or Labor — using the right sidebar to see how a single concern transforms across all four levels.