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AI for Diversity 1st Edition by Roger Soraa ISBN 1003206956 9781003206958

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AI for Diversity 1st Edition Roger Søraa Digital Instant Download

Author(s): Roger Søraa
ISBN(s): 9781003206958, 1003206956
Edition: 1
File Details: PDF, 3.46 MB
Year: 2022
Language: english
SKU: EB-48301234 Category: Tag:

AI for Diversity 1st Edition by Roger Soraa – Ebook PDF Instant Download/Delivery: 1003206956, 9781003206958
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Product details:

ISBN 10: 1003206956 
ISBN 13: 9781003206958
Author: Roger Soraa

Artificial intelligence (AI) is increasingly impacting many aspects of people’s lives across the globe, from relatively mundane technology to more advanced digital systems that can make their own decisions. While AI has great potential, it also holds great peril depending on how it is designed and used. AI for Diversity questions how AI technology can lead to inclusion or exclusion for diverse groups in society. The way data is selected, trained, used, and embedded into societies can have unfortunate consequences unless we critically investigate the dangers of systems left unchecked, and can lead to misogynistic, homophobic, racist, ageist, transphobic, or ableist outcomes. This book encourages the reader to take a step back to see how AI is impacting diverse groups of people and how diversity-awareness strategies can impact AI.

AI for Diversity 1st Table of contents:

1 Opening the Black Box of AI
What Is AI?
AI Machine Learning in Practice
What Is Diversity?
Why AI for Diversity—A Socio-Technical Approach
Societal Implications of AI Bias
Summary
References
2 Gendered AI: Performativity, Expectations, and Sexism
Vantage Points for Understanding Gender
AI’s Understanding of Gender
Sexist AIs?
Robots and Gender
AI and Sex
Summary
References
3 Queering AI: Gender Expression, Identity, and Binaries
AI’s Potential for Discrimination
Predicting Gender and Sexuality
Categorizing and Exclusion
Summary
References
4 AI and Race: Recognition, Bias, and Systemic Issues
AI’s Phrenological Turn
Facial Recognition Bias
Bias in Law Enforcement Systems
AI Is Not Color Blind
Summary
References
5 Bodies and AI: Health, Aging, and Disabilities
Artificial Health or Intelligent Health?
(Re)defining the ‘Elderly’
Sensory Monitoring
Caring from a Distance
Mental Health Issues
COVID, AI, and Healthcare Diversity
AI and Disabilities
Death with AI—Heaven Is a Place on Earth?
Summary
Note
References
6 AI and Class: WORK, EDUCATION, AND SUSTAINABILITY
Computer Says No-Money, No-Go
Top-Down Control in the Workplace
Class-Based Access to Education
(Un)sustainable AI
East Asian AI
AI in Africa
Summary
References
7 Intersectionality and Responsible AI
Intersectional Issues with AI
Toward Sociotechnical Diversity in AI?
Pathways Toward Responsible AI?
Further Resources

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Tags: Roger Soraa, Diversity, AI