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Artificial intelligence and the affective labour of understanding: The intimate moderation of a language model.

Authors :
Perrotta, Carlo
Selwyn, Neil
Ewin, Carrie
Source :
New Media & Society. Mar2024, Vol. 26 Issue 3, p1585-1609. 25p.
Publication Year :
2024

Abstract

Interest in artificial intelligence (AI) language models has grown considerably following the release of 'generative pre-trained transformer' (GPT). Framing AI as an extractive technology, this article details how GPT harnesses human labour and sensemaking at two stages: (1) during training when the algorithm 'learns' biased communicative patterns extracted from the Internet and (2) during usage when humans write alongside the AI. This second phase is framed critically as a form of unequal 'affective labour' where the AI imposes narrow and biased conditions for the interaction to unfold, and then exploits the resulting affective turbulence to sustain its simulation of autonomous performance. Empirically, this article draws on an in-depth case study where a human engaged with an AI writing tool, while the researchers recorded the interactions and collected qualitative data about perceptions, frictions and emotions. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
14614448
Volume :
26
Issue :
3
Database :
Academic Search Index
Journal :
New Media & Society
Publication Type :
Academic Journal
Accession number :
175700594
Full Text :
https://doi.org/10.1177/14614448221075296