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The Learn-It-All Educator - A Guidebook for Training Brains, Not Replacing Them

A practical guidebook helping higher education faculty integrate AI thoughtfully into teaching while protecting student cognitive development. Introduces four frameworks: FLUFF/SPARK for cognitive triage, the Intelligent Gearbox for advanced prompting, the Cognitive Gym for AI-resistant assessment design (including the AI Audit verification protocol), and the VINE Framework for developing evaluative judgment. Based on neuroscience research and designed for immediate classroom application. First edition, January 2026.

Author

Szymon Machajewski

Publisher

Zenodo

Year

2026

Source

Open Textbook Library

License

CC BY

Language

EN