CONCEPT
Curatorial Pedagogy
The teaching of judgment through mentored practice — the humanist educational tradition's answer to the first information abundance crisis, and the AI era's most urgent and most neglected educational need.
Curatorial pedagogy is the teaching of evaluative and selective judgment through sustained mentored practice rather than through codified rules or scalable instruction. Ann Blair's research documents the Renaissance humanist educators — Erasmus, Vives, Melanchthon — who built an entire pedagogical tradition around the development of iudicium, the cultivated capacity for intellectual discernment. Students learned to excerpt, to organize, to evaluate by watching masters perform these operations, attempting them under guidance, and receiving feedback that gradually developed their own judgment. The process was slow, individualized, and resistant to the economies of scale modern educational institutions prize — but it was effective, and its effectiveness is confirmed by the extraordinary intellectual productivity of the generations who practiced it.
In The You On AI Field Guide
The AI era demands an analogous pedagogy. Students and professionals need to develop curatorial skills — evaluation, selection, organization, integration — that effective AI collaboration requires. These skills cannot be acquired by reading a manual on prompt engineering. They must