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eBook Data, AI, and Noise
The Search for Truth in Information and Algorithms 스마트한 PDF 필기 기능을 사용해 보세요!
Wiley 2026.09.15.
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소개

목차

Introduction ix

1 The Information Apocalypse 1
The Media Landscape—Decades in Decline 1
Communicating the Wisdom of Others 2
Libraries as a Source of Truth 4
Newspapers in America 7
To the Moon 9
The Internet (Obviously) 11
Trusted Institutions 14
Influencers, Your New Neighbors 15
The Noise of the Infodemic 20

2 The Negotiated Truth 23
What the Newspapers Left Out 25
The Whole Story 27
When Truth Needs a Referee 29
What Is Truth? 31
Is the Moon Real? Is the Earth Flat? 33
To the Moon 36
A Simpler Explanation 38
Alternative Facts 40
Negotiating Truth 43

3 Open Your Eyes 47
If You Can Dream It. . . 47
Natural-Born Instincts 49
Picture This 53
I Do Recall 57
Noise and Judgment 62

4 Can a Computer Know Your Vulnerability? 67
Emotional Algorithms 67
Concern or Legitimate Risk? 68
Signals 70
Personalization Engines 72
Exploitation Mechanism 79
The Scale Problem Solved 82

5 When Certainty Fails 87
You Are Not Helpless, and Neither Is the Truth 87
Anchors in an Ocean 90
Embrace Uncertainty 91
Source over Content 93
Recognize the Noise 94
Identifying the Rush 95
Compensation and Incentives 98
A Different Kind of Journalist 101

6 Empowering You 107
The Verification Moment 107
AI vs. AI: The Technology Arms Race 108
How Detection Works 111
Five Stages 113
Steering the Algorithms 116
Early Morning 117

7 You Are the Target 121
The Digital Twin You Never Met 122
Finding Your Friends 123
Personalized Reality Machine 127
Invisible Feedback Loops 128
A Newsstand of Information 130
Data Ecosystem Beyond the Feed 131
A Different Worldview 134

8 Community and Collective Intelligence 139
Our Shared Reality 139
The Limits of Centralized Control 142
Promise and Hope in Crowdsourced Verification 147
When Collective Intelligence Fails 154

9 Global Scramble for AI Rules 159
The Brussels Effect 159
The Power of AI 160
Three Global Models, No Consensus 166
The Exploits of Regulation 170
Self-Regulation by Default 176

10 Living in the Noise 183
In the Room 183
This Is Not Normal 187
The Weight of It All 189
Truth, Eventually 192

Acknowledgments 197
About the Author 201
Index 203

저자 소개

DEREK W. GIBSON is a former Executive Director and VP of Analytics at Wells Fargo, where he led teams on data management and customer behavior analytics using advanced statistics. He serves on the Wake Forest University MS Business Analytics advisory board and teaches graduate-level courses on AI strategy, implementation frameworks, and ethical considerations. Gibson regularly speaks to emerging data scientists and trains 500 to 1,000 professionals annually through his consulting work.

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2026년 09월 15일
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