The Converging Technology Revolution and Human Capital

Page 106

72 l THE CONVERGING TECHNOLOGY REVOLUTION AND HUMAN CAPITAL

and contacts on mobile phones. For example, recently India powerfully upgraded its technological surveillance capacities to deploy individual facial recognition at railway stations and airports, algorithmic crowd analysis during street protests, and mobile, contactless biometrics identification for temperature detection (BiometricUpdate.com 2020). Beyond state surveillance is a whole range of risks related to manipulation of information and behavior modification for commercial surveillance purposes. The risks posed by converging technologies as applied to human capital are presented in table 5.1, grouped by existing sources of risk and those likely to emerge in the next few years. Vulnerable populations, in particular, are exposed to risks of cybercrime, TABLE 5.1  Risks Posed by Converging Technologies Timeline

Risk stratification

Current

Data commodification • Commodification of behavioral, emotional, and biometric data of children and other vulnerable populations for education scoring, future commercial targeting, and exclusion/discrimination schemes Failure of technological design and predictive value • Biases in datasets and algorithmic design, as well as poor performance in predictive value, may lead to system (access, delivery, optimization) failures, with corrosive implications for underserved groups Manipulation for state surveillance • Commodification of behavioral, transactional, socioeconomic, and consumption data for social credit systems and exclusion/discrimination schemes • Use of personal data to silence civil society resistance, repress traditional media structures, and harm the reputation of knowledge institutions, leading to the closure of virtual civic spaces, affecting people’s resilience and society’s social fabric Information disorders, disinformation, and hate speech • Use of personal, demographic, ethnic, behavioral, and emotional data collected on children and adults for targeting disinformation and polarization, for emotional manipulation and hate speech, and for radicalization • Mobilization of large population subgroups around violent narratives, including around elections

Near term to five-year time frame

Cyberoperations, cyberbullying, and social engineering • Use of personal and emotional data for social engineering, leading to more efficient and more powerful acts of cybercrime • Use of biometric data for precision biometric attacks (cyberattacks where autonomous malware uses soft facial, voice, or biometric features for impersonation) • Exfiltration of sensitive datasets about populations to direct attacks to vulnerable subgroups (such as targeting groups facing food insecurity and retaliating against specific minorities, based on biometric data) • Automated data poisoning—that is, poisoning data in critical information infrastructure such as that related to medical or hospital databases or biometric, civic, and electoral registries • Cyberattacks targeting automated supply chains, thereby affecting food security and the delivery of essential human capital services • Cyberattacks in which autonomous malware weaponizes other dual-use technologies (such as biotech, 3-D printing, and robotics, including drone technologies)

Source: Adapted from Pauwels 2020.


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A.4 Metatrend 4: Governance of Dual-Use Technologies

4min
pages 158-161

A.3 Metatrend 3: Complex and Dynamic Innovation Ecosystems

5min
pages 156-157

Deploy and Utilize, and Empower Human Capital

14min
pages 142-149

Rising to the Challenge

3min
pages 150-151

A.1 Metatrend 1: Technologies for Building and Protecting Human Capital

3min
pages 153-154

Synthesis

8min
pages 137-140

A.2 Metatrend 2: Data-Driven and Hybrid Human-Machine Technologies for Productive Activities

2min
page 155

Recommendations

4min
pages 134-135

Nine Action Areas for Leveraging the Converging Technology Revolution to Improve Human Capital Outcomes

2min
page 141

Critical Uncertainties

5min
pages 129-130

Introduction

1min
page 125

7.1 Scenario Analysis: Uses and Methods

2min
page 126

Technology Metatrends

4min
pages 127-128

Notes

1min
pages 123-124

Assessment of Technology Maturity in World Bank Projects

2min
page 120

Projects in South Asia: Deploy and Utilize and Empower Pillars

1min
page 119

Implications for Future Engagement

2min
page 122

Pipeline Projects in South Asia: Build and Protect Pillar

1min
page 118

Breakdown of Technology Components of the World Bank’s Human Capital–Related Portfolio in South Asia

2min
page 117

Portfolio for Human Capital

2min
page 116

References

4min
pages 112-114

Introduction

1min
page 115

Notes

2min
page 111

Conclusions

2min
page 110

5.1 National Artificial Intelligence Strategies in the South Asia Region

4min
pages 108-109

5.1 Risks Posed by Converging Technologies

4min
pages 106-107

Data Governance

4min
pages 103-104

Technology for Local Resilience and Community Innovation

2min
page 93

Introduction

1min
page 97

Governance of Converging and Dual-Use Technologies

2min
page 105

The Role of Trust in the Use of Technology

11min
pages 98-102

Conclusions

1min
page 94

at Scale: The Green Revolution and Treatment of HIV/AIDS

2min
page 90

The Digitization of Innovation and the Role of Advanced Human Capital

7min
pages 87-89

Introduction

1min
page 83

Impact of New Technologies on Labor Demand in South Asian Countries

5min
pages 84-85

References

2min
pages 81-82

Notes

2min
page 80

Conclusions

2min
page 79

Data-Driven Decision-Making in the Human Development Sectors

2min
page 78

Social Protection Sectors, South Asia

20min
pages 66-74

Technology Landscape in Health, Education, and Social Protection in South Asia

2min
page 65

Unequal Digital Access in South Asia: Barriers to Equitable Deployment of Technology

4min
pages 62-63

Human Capital

4min
pages 60-61

Opportunities for Improving Service Delivery in Health, Education, and Social Protection

4min
pages 58-59

Notes

2min
page 54

Introduction

1min
page 57

Summary

1min
page 53

References

1min
pages 55-56

The Priorities for South Asia

2min
page 36

Introduction

1min
page 35

2.1 Summary of Interview Responses: Kerala (India), Nepal, and Pakistan

3min
pages 51-52

1 Nine Action Areas in Which Technology Can Build and Protect

2min
page 42

Framing the Relationship between Human Capital and Technology

2min
page 43

Priorities for Human Capital in South Asia

2min
page 49

Perspectives from the Region: Country Expert Interviews

2min
page 50

References

1min
page 39
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