Preprint
Article

This version is not peer-reviewed.

Learning to Debate for Improving School Level Education with Large Language Models

Submitted:

06 February 2026

Posted:

06 February 2026

You are already at the latest version

Abstract
For decades, competitive debate has been hailed as the "ultimate mental gym," sharpening critical thinking, research skills, and public speaking. However, it has often remained an elitist activity, confined to schools with the budget for specialized coaches and extensive travel. The emergence of Large Language Models (LLMs) like Gemini and GPT-4 represents a seismic shift, offering a way to democratize high-level dialectical training. While some fear that AI might encourage "intellectual laziness," I argue that, if implemented correctly, LLMs can serve as the ultimate "Digital Socrates"—an infinitely patient, remarkably well-read sparring partner for the next generation of thinkers.
Keywords: 
;  ;  ;  
Copyright: This open access article is published under a Creative Commons CC BY 4.0 license, which permit the free download, distribution, and reuse, provided that the author and preprint are cited in any reuse.
Prerpints.org logo

Preprints.org is a free preprint server supported by MDPI in Basel, Switzerland.

Subscribe

Disclaimer

Terms of Use

Privacy Policy

Privacy Settings

© 2026 MDPI (Basel, Switzerland) unless otherwise stated