AI Literacy & Fluency Framework
An Interactive Visualization for International Higher Education
Framework Overview
Developmental Pathway & Interaction Modalities
Acquire
AutomationAI performs defined tasks based on human instruction.
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Apply
AutomationAI performs defined tasks based on human instruction. /
AugmentationHumans and AI co-create or co-perform tasks.
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Analyze
AugmentationHumans and AI co-create or co-perform tasks.
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Create
AugmentationHumans and AI co-create or co-perform tasks. /
AgencyHumans configure AI for future independent tasks.
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Lead
AgencyHumans configure AI for future independent tasks. / Strategic Oversight
Interaction Modalities (Dakan & Feller): Hover over terms for definitions.
Periodic Table of AI Literacy & Fluency
Guiding Principles
Stakeholder Competency Matrix
| Stakeholder Group | P1: Foundational | P2: Application | P3: Evaluation | P4: Engagement | P5: Stewardship | Primary Modality |
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