The Slide Rule Guide: Ideas for If, When, and How to Use Generative AI Tools for Education

Educators often use the paper-and-pencil versus calculator analogy to weigh when students should do work by hand and when they should use a tool. This essay adds a third item: the slide rule. For more than three centuries, it was the best calculating tool available, then was abandoned within a few years after electronic calculators arrived. Generative AI tools are the new calculators, and they turn some, but not all, existing educational activities into slide rules: labor-intensive steps that were required only because no faster method existed, not because the process itself built understanding. The essay names two risks for educators: permitting AI as a calculator where a paper-and-pencil approach is needed to build fundamentals, and prohibiting AI where it is appropriate, handing students a slide rule when they need a calculator. The challenge is to distinguish these cases and redesign activities around interpretation, creativity, and critical thinking.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-06
DOI
https://doi.org/10.5281/zenodo.24027008
Primary Topic
Artificial Intelligence in Education
Type
article
Field-Weighted Citation Impact
0.00
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article

The Slide Rule Guide: Ideas for If, When, and How to Use Generative AI Tools for Education

Michael A. Heroux
Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence in Education
article

The Slide Rule Guide: Ideas for If, When, and How to Use Generative AI Tools for Education

Michael A. Heroux
article en

Abstract

Educators often use the paper-and-pencil versus calculator analogy to weigh when students should do work by hand and when they should use a tool. This essay adds a third item: the slide rule. For more than three centuries, it was the best calculating tool available, then was abandoned within a few years after electronic calculators arrived. Generative AI tools are the new calculators, and they turn some, but not all, existing educational activities into slide rules: labor-intensive steps that were required only because no faster method existed, not because the process itself built understanding. The essay names two risks for educators: permitting AI as a calculator where a paper-and-pencil approach is needed to build fundamentals, and prohibiting AI where it is appropriate, handing students a slide rule when they need a calculator. The challenge is to distinguish these cases and redesign activities around interpretation, creativity, and critical thinking.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 10%
Artificial Intelligence in Education
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