When AI should enter the learning loop
A conceptual model for staging AI access around what learners can demonstrate, not what the tool can do.
An independent publication by Edmetry
Better questions
for better classrooms.
Edmetry publishes clear, considered notes on education technology, AI, and the people who have to live with both.
↓Our point of view
Technology should make teaching feel more human, not more managed. We support the human aim, offer a useful next step, challenge the claim when needed, and show the evidence and limits that connect the two.