Trickle or Torrent? A Novel Algorithmic Approach to Reclaim Successful Academic Writing in the Face of Artificial Intelligence

The emergence of artificial intelligence (AI) in academia has prompted various debates on the uses, threats, and limitations of tools that can create text for numerous academic purposes. Critics argue that these advancements may provide opportunities for cheating and plagiarism and even replace the...

Full description

Bibliographic Details
Main Authors: Donna Poade, Russell M. Crawford
Format: Article
Language:English
Published: Brock University 2024-02-01
Series:Brock Education: a Journal of Educational Research and Practice
Online Access:https://journals.library.brocku.ca/brocked/index.php/home/article/view/1127
_version_ 1797299659571462144
author Donna Poade
Russell M. Crawford
author_facet Donna Poade
Russell M. Crawford
author_sort Donna Poade
collection DOAJ
description The emergence of artificial intelligence (AI) in academia has prompted various debates on the uses, threats, and limitations of tools that can create text for numerous academic purposes. Critics argue that these advancements may provide opportunities for cheating and plagiarism and even replace the art of writing entirely. To reclaim the creativity and depth that academic writing holds, we propose both an innovative approach to safeguard the creativity and depth of academic writing and a scaffolded way to enhance success in terms of authenticity for the author and, by extension, meaning for the reader. This novel conceptual algorithmic trickle filter model aims to inform successful academic writing and embody the writer’s agency—a task too sophisticated for current AI tools. Our model provides a scaffolded decision-making process in a highly personal, flexible, and iterative individual writing development tool applied in a health-conscious way. We position this model as a step towards a pedagogic paradigm shift in reclaiming academic writing that, rather than competing with AI, doubles down on the personal self-evaluative aspects that academic writing offers both author and reader. 
first_indexed 2024-03-07T22:53:51Z
format Article
id doaj.art-f5c00e90d6314aa7be91ddef7009a69f
institution Directory Open Access Journal
issn 1183-1189
2371-7750
language English
last_indexed 2024-03-07T22:53:51Z
publishDate 2024-02-01
publisher Brock University
record_format Article
series Brock Education: a Journal of Educational Research and Practice
spelling doaj.art-f5c00e90d6314aa7be91ddef7009a69f2024-02-23T08:00:01ZengBrock UniversityBrock Education: a Journal of Educational Research and Practice1183-11892371-77502024-02-0133110.26522/brocked.v33i1.1127Trickle or Torrent? A Novel Algorithmic Approach to Reclaim Successful Academic Writing in the Face of Artificial IntelligenceDonna Poade0Russell M. Crawford1https://orcid.org/0000-0002-4657-1576Cornwall Business School, Falmouth UniversityVice Chancellor’s Office, Falmouth University The emergence of artificial intelligence (AI) in academia has prompted various debates on the uses, threats, and limitations of tools that can create text for numerous academic purposes. Critics argue that these advancements may provide opportunities for cheating and plagiarism and even replace the art of writing entirely. To reclaim the creativity and depth that academic writing holds, we propose both an innovative approach to safeguard the creativity and depth of academic writing and a scaffolded way to enhance success in terms of authenticity for the author and, by extension, meaning for the reader. This novel conceptual algorithmic trickle filter model aims to inform successful academic writing and embody the writer’s agency—a task too sophisticated for current AI tools. Our model provides a scaffolded decision-making process in a highly personal, flexible, and iterative individual writing development tool applied in a health-conscious way. We position this model as a step towards a pedagogic paradigm shift in reclaiming academic writing that, rather than competing with AI, doubles down on the personal self-evaluative aspects that academic writing offers both author and reader.  https://journals.library.brocku.ca/brocked/index.php/home/article/view/1127
spellingShingle Donna Poade
Russell M. Crawford
Trickle or Torrent? A Novel Algorithmic Approach to Reclaim Successful Academic Writing in the Face of Artificial Intelligence
Brock Education: a Journal of Educational Research and Practice
title Trickle or Torrent? A Novel Algorithmic Approach to Reclaim Successful Academic Writing in the Face of Artificial Intelligence
title_full Trickle or Torrent? A Novel Algorithmic Approach to Reclaim Successful Academic Writing in the Face of Artificial Intelligence
title_fullStr Trickle or Torrent? A Novel Algorithmic Approach to Reclaim Successful Academic Writing in the Face of Artificial Intelligence
title_full_unstemmed Trickle or Torrent? A Novel Algorithmic Approach to Reclaim Successful Academic Writing in the Face of Artificial Intelligence
title_short Trickle or Torrent? A Novel Algorithmic Approach to Reclaim Successful Academic Writing in the Face of Artificial Intelligence
title_sort trickle or torrent a novel algorithmic approach to reclaim successful academic writing in the face of artificial intelligence
url https://journals.library.brocku.ca/brocked/index.php/home/article/view/1127
work_keys_str_mv AT donnapoade trickleortorrentanovelalgorithmicapproachtoreclaimsuccessfulacademicwritinginthefaceofartificialintelligence
AT russellmcrawford trickleortorrentanovelalgorithmicapproachtoreclaimsuccessfulacademicwritinginthefaceofartificialintelligence