From Machine Learning to Human Learning: What Can Pedagogy Learn from AI Successes

Authors

Victor L. Timchenko, Admiral Makarov National Shipbuilding UniversityFollow
Yury P. Kondratenko, Petro Mohyla Black Sea National UniversityFollow
Olga Kosheleva, University of Texas at El PasoFollow
Vladik Kreinovich, University of Texas at El PasoFollow

Publication Date

3-1-2025

Comments

Technical Report: UTEP-CS-25-7

Abstract

Many machine learning techniques -- including many techniques behind the current AI-based boom in machine learning -- come from the analysis of successful human learning strategies (and researchers expect that other human learning experiences can lead to even more effective AI-based systems). At this moment, so much experience have been accumulated in AI-based machine learning that it is time to start the analysis in the opposite direction -- to see what can human-based pedagogy learn from AI successes. In this chapter, we provide the first results of such an analysis -- some of which go somewhat against the current pedagogical wisdom.