Engaging with Film to Teach Students About Virtuous Outsourcing of Cognitive Tasks to LLMs

Recently there has been a call to deploy AI technologies in secondary education. An accompanying worry is that if students became overly reliant on LLMs, they would become cognitively deskilled - and this would be an impediment to the growth of their cognitive character. One pedagogical approach aiming to offset this worry consists of teaching students how to critically evaluate the outputs of LLMs while they are using them - the Use-First Critical Thinking approach (UFCT). We argue that UFCT alone cannot assuage this worry insofar as it misses an important, prior step in equipping students with the skills to be aware of, and reflect upon, by what lights decisions whether to delegate tasks to LLMs are appropriate. We propose an alternative pedagogical approach involving film, specifically <i>Memento</i>, which allows students to identify delegative choice points and what (in)appropriate delegation looks like.

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Publication Details

Journal
Digital Society
Published
2025-11-14
DOI
https://doi.org/10.1007/s44206-025-00234-2
Citations
1
Primary Topic
Educational Assessment and Pedagogy
Type
article
Field-Weighted Citation Impact
8.93

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article

Engaging with Film to Teach Students About Virtuous Outsourcing of Cognitive Tasks to LLMs

Mark Quinn, William Gopal
1 citations
Digital Society
Educational Assessment and Pedagogy
8.93
article

Engaging with Film to Teach Students About Virtuous Outsourcing of Cognitive Tasks to LLMs

Mark Quinn, William Gopal
article en
1 citations

Abstract

Recently there has been a call to deploy AI technologies in secondary education. An accompanying worry is that if students became overly reliant on LLMs, they would become cognitively deskilled - and this would be an impediment to the growth of their cognitive character. One pedagogical approach aiming to offset this worry consists of teaching students how to critically evaluate the outputs of LLMs while they are using them - the Use-First Critical Thinking approach (UFCT). We argue that UFCT alone cannot assuage this worry insofar as it misses an important, prior step in equipping students with the skills to be aware of, and reflect upon, by what lights decisions whether to delegate tasks to LLMs are appropriate. We propose an alternative pedagogical approach involving film, specifically <i>Memento</i>, which allows students to identify delegative choice points and what (in)appropriate delegation looks like.

Digital SocietyVol. 4(3)
University of Glasgow (GB)
University of Strathclyde, Arts and Humanities Research Council
Openalex Percentile: Top 2%
Educational Assessment and Pedagogy
8.93
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