Art and Creative PosthumanâAI Collaborations: Exploring Biases through Generated Images

Patti Pente; Cathy Adams

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Chapter 2 Art and Creative PosthumanâAI Collaborations

Exploring Biases through Generated Images

In: Disruption and Convergence

Authors:

Patti Pente

Patti Pente
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Cathy Adams

Cathy Adams
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Type:: Chapter

Pages:: 22â32

DOI:: https://doi.org/10.1163/9789004700994_003

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Abstract

In this research we theorize the significance of critical posthuman collaboration with AI through exploration involving image creation. Considering the nature of arts-based research alongside artificial intelligence, we theorize the notion of creative collaboration in the context of human-machine learning. We frame AI image production through a critical posthuman lens to disrupt established humanist notions that AI is just a tool. Shifting perspectives to a critical posthuman co-laborative effort, shared agency becomes prominent. The focus of this research is to engage with AI to examine the problem of bias in machine learning datasets. We prompt OpenAIâs Dall-E 2 system to create images that critique biases in its own dataset. The results include glitches in the process, leading us into unexpected insights into our biases as arts-based researchers.

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Disruption and Convergence

Generating New Conversations through Arts Research

Series:Â Doing Arts Thinking: Arts Practice, Research and Education, Volume: 15

E-Book ISBN:: 9789004700994

Publisher:: Brill

Print Publication Date:: 09 Jul 2024

Subjects
- Education
  - Higher Education
  - Art Education

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Chapter 2 Art and Creative PosthumanâAI Collaborations

Exploring Biases through Generated Images

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Disruption and Convergence

Generating New Conversations through Arts Research

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Chapter 2 Art and Creative PosthumanâAI Collaborations