Campus AI Framework · Pillar 5 · Engagement & Collaboration

Campus AI Proficiency Continuum

AI proficiency across a continuum — from foundational Literacy (understanding & critical evaluation), through role-based Competency (responsible application), to institutional Fluency (adaptive integration & leadership). Six shared domains run through all three layers.

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The foundation
Responsible AI principles

A shared set of principles runs beneath the whole continuum — the ethical and mission-aligned commitments that anchor responsible practice at every depth, and the base it is built on.

Pillar 5 · Engagement & Collaboration of the Campus AI Framework. Concept by Joe Sabado · CC BY-NC-SA 4.0.
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