Handouts don’t exist. Hustle or you don’t eat.

McGarrigle, Conor

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https://hdl.handle.net/2142/113430 Copy

Description

Title

Handouts don’t exist. Hustle or you don’t eat.

Author(s)

McGarrigle, Conor

Issue Date

2021-10-26

Keyword(s)

• Twitter
• Artificial intelligence
• Machine learning
• Generative art
• AI art

Abstract

It is well established that AI has a bias problem; however, black-boxed machine learning systems render it difficult to even understand and visualize the nature and extent of the problem, let alone find solutions. This paper discusses an artistic research approach toward highlighting AI bias and explores the aesthetic potential of machine learning through a case study of an AI artwork called #RiseandGrind. The artist trained a recurrent neural network on a dataset extracted from Twitter hashtags (#Riseandgrind and #Hustle), which were selected to represent a specific filter bubble (embodied neoliberal precarity) in order to produce a biased AI that generates tweets for a Twitter bot. This paper unpacks how this artwork makes visible the processes of machine learning in a playful and poetic way. The work reveals how the original filter bias is consolidated, amplified, shaped, and ultimately codified through this machine learning process. The AI is found to reproduce a cohesive world view that, while reflecting the original data bias, further amplifies that bias through a process of flattening.

Series/Report Name or Number

Media-N, vol. 17, issue 2

Type of Resource

text

Language

eng

Permalink

http://hdl.handle.net/2142/113430

DOI

https://doi.org/10.21900/j.median.v17i2.764

Copyright and License Information

• Copyright 2021 Conor McGarrigle
• This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License (https://creativecommons.org/licenses/by-sa/4.0/).

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