Dublin Core
Title
The Learn-It-All Educator - A Guidebook for Training Brains, Not Replacing Them
Creator
Szymon Machajewski
Description
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.
Subject
Generalia
Publisher
Zenodo
Date
2026
Format
PDF
Rights
This work is licensed under a Creative Commons Attribution 4.0 International License.
Language
English
Type
Text