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s part of the"Inclusive AI, Transformative Education" A.I. For All Applied AI for Education Research Center at Tennessee State University, the author of the Arrighi AI C2 Scale presents her Five-Stage Learning Spectrum for Utilizing Artificial Intelligence (A.I.) in Education-Convenience Competence 2

• Stage 1: Passive Consumer (Convenience)
• Stage 2: Active Inquirer (Exploration)
• Stage 3: Critical Evaluator (Analysis)
• Stage 4: Collaborative Creator (Application)
• Stage 5: Autonomous Innovator (Mastery)

This spectrum outlines the progression of learner engagement with AI tools in education, fostering both cognitive enrichment (deeper understanding) and self-efficacy (confidence in using AI). As they progress through the stages, learners develop critical thinking skills, problem-solving abilities, and the confidence to to leverage AI for transformative learning experiences.

A PDF of the spectrum is available for download.

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