SØG - mellem flere end 8 millioner bøger:
Viser: More Than a Glitch - Confronting Race, Gender, and Ability Bias in Tech
More Than a Glitch
Confronting Race, Gender, and Ability Bias in Tech
Meredith Broussard
(2024)
Sprog: Engelsk
MIT Press
259,00 kr.
1 stk på lager
Hvor kan jeg afhente varen?Detaljer om varen
- Paperback: 248 sider
- Udgiver: MIT Press (April 2024)
- ISBN: 9780262548328
When technology reinforces inequality, it's not just a glitch--it's a signal that we need to redesign our systems to create a more equitable world.
The word "glitch" implies an incidental error, as easy to patch up as it is to identify. But what if racism, sexism, and ableism aren't just bugs in mostly functional machinery--what if they're coded into the system itself? In the vein of heavy hitters such as Safiya Umoja Noble, Cathy O'Neil, and Ruha Benjamin, Meredith Broussard demonstrates in More Than a Glitch how neutrality in tech is a myth and why algorithms need to be held accountable.
Broussard, a data scientist and one of the few Black female researchers in artificial intelligence, masterfully synthesizes concepts from computer science and sociology. She explores a range of examples: from facial recognition technology trained only to recognize lighter skin tones, to mortgage-approval algorithms that encourage discriminatory lending, to the dangerous feedback loops that arise when medical diagnostic algorithms are trained on insufficiently diverse data. Even when such technologies are designed with good intentions, Broussard shows, fallible humans develop programs that can result in devastating consequences.
Broussard argues that the solution isn't to make omnipresent tech more inclusive, but to root out the algorithms that target certain demographics as "other" to begin with. With sweeping implications for fields ranging from jurisprudence to medicine, the ground-breaking insights of More Than a Glitch are essential reading for anyone invested in building a more equitable future.
The word "glitch" implies an incidental error, as easy to patch up as it is to identify. But what if racism, sexism, and ableism aren't just bugs in mostly functional machinery--what if they're coded into the system itself? In the vein of heavy hitters such as Safiya Umoja Noble, Cathy O'Neil, and Ruha Benjamin, Meredith Broussard demonstrates in More Than a Glitch how neutrality in tech is a myth and why algorithms need to be held accountable.
Broussard, a data scientist and one of the few Black female researchers in artificial intelligence, masterfully synthesizes concepts from computer science and sociology. She explores a range of examples: from facial recognition technology trained only to recognize lighter skin tones, to mortgage-approval algorithms that encourage discriminatory lending, to the dangerous feedback loops that arise when medical diagnostic algorithms are trained on insufficiently diverse data. Even when such technologies are designed with good intentions, Broussard shows, fallible humans develop programs that can result in devastating consequences.
Broussard argues that the solution isn't to make omnipresent tech more inclusive, but to root out the algorithms that target certain demographics as "other" to begin with. With sweeping implications for fields ranging from jurisprudence to medicine, the ground-breaking insights of More Than a Glitch are essential reading for anyone invested in building a more equitable future.
Table of Contents 1 Introduction 1 2 Understanding Machine Bias 11 3 Recognizing Bias in Facial Recognition 29 4 Machine Fairness and the Justice System 45 5 Real Students, Imaginary Grades 65 6 Ability and Technology 79 7 Gender Rights and Databases 103 8 Diagnosing Racism 117 9 An AI Told Me I Had Cancer 135 10 Creating Public Interest Technology 157 11 Potential Reboot 173 Acknowledgments 189 Notes 193 Bibliography 205 Index 223
De oplyste priser er inkl. moms
Butikker og åbningstid
Handler du som firma
Forretningsbetingelser
Porto og forsendelse
Data & cookiepolitik
Handler du som firma
Forretningsbetingelser
Porto og forsendelse
Data & cookiepolitik
Find pensumliste
FAQ for studerende
Pensumlistegaranti
Sortiment og levering
Kompendier(for undervisere)
FAQ for studerende
Pensumlistegaranti
Sortiment og levering
Kompendier(for undervisere)
Polyteknisk Boghandel og Forlag A/S - Anker Engelundsvej 1 - 2800 Lyngby
Tlf 77 42 43 44 - email poly@polyteknisk.dk - CVR 34072655 - Sydbank Reg: 6748 Konto 0001107927
Tlf 77 42 43 44 - email poly@polyteknisk.dk - CVR 34072655 - Sydbank Reg: 6748 Konto 0001107927