<span>This book goes beyond the current hype of expectations generated by the news on artificial intelligence and machine learning by analyzing realistic expectations for society, its limitations, and possible future scenarios for the use of this technology in our current society. Artificial Intelli
Societal Impacts of Artificial Intelligence and Machine Learning (Synthesis Lectures on Computer Science)
ā Scribed by Carlo Lipizzi
- Publisher
- Springer
- Year
- 2024
- Tongue
- English
- Leaves
- 160
- Edition
- 2024
- Category
- Library
No coin nor oath required. For personal study only.
⦠Synopsis
This book goes beyond the current hype of expectations generated by the news on artificial intelligence and machine learning by analyzing realistic expectations for society, its limitations, and possible future scenarios for the use of this technology in our current society. Artificial Intelligence is one of the top topics today and is inflating expectations beyond what the technology can do in the foreseeable future. The future cannot be predicted, but the future of some elements of our society, such as technology, can be estimated. This book merges the modeling of human reasoning with the power of AI technology allowing readers to make more informed decisions about their personal or financial decisions or just being more educated on current technologies. This book presents a model that sketches potential future scenarios based on a discussion of the expectations today, the analysis of the current gap in the literature, and a view of possible futures in terms of technology and use cases. Specifically, this book merges literature on the technology aspects, the sociological impacts, and philosophical aspects.
⦠Table of Contents
Preface
My Journey into the World of AI and Society
Contents
List ofĀ Figures
1 Introduction
1.1 Overview ofĀ theĀ Book
1.2 Importance andĀ Timeliness ofĀ theĀ Topic
1.3 Structure ofĀ theĀ Book
2 My Perspective
2.1 The AI Hype andĀ theĀ Market
2.2 How āIntelligentā is What We Call AI Today?
2.3 Is AI/ML aĀ āRevolutionā?
2.4 Information Diffusion Growth Rate
2.5 Sensationalism
3 AI andĀ Machine Learning
3.1 What is AI
3.2 AĀ Brief History ofĀ Artificial Intelligence andĀ Machine Learning
3.3 The Mechanic ofĀ AIāCognition andĀ Intelligence
3.4 AI asĀ Science andĀ Technology + Data
3.4.1 The Science
3.4.2 The Technology
3.4.3 The Data
3.5 Brain andĀ Mind
4 Science, Technology andĀ Society
4.1 The Golden Triangle
4.2 AĀ āDatafiedā Society
4.3 AnĀ Evolving Society
5 AI andĀ Society Today: Friend orĀ Foe
5.1 Is AI Today aĀ Game Changer forĀ theĀ Society?
5.2 Where is theĀ Impact
5.3 Case Study 1: The Friendly AI
5.4 Case Study 2: The Unfriendly AI
5.5 Fact Check 1: āSmartā Cities
6 The Impact onĀ People
6.1 Job Creation
6.2 Job Displacement
6.3 Economic Inequality
7 Regulating AI
7.1 Privacy andĀ Security
7.2 AI andĀ Government
7.3 Bias andĀ Discrimination
7.4 Explainable AI
8 Impacts onĀ Specific Industries
8.1 Method
8.2 Healthcare
8.2.1 Healthcare andĀ Technology
8.2.2 Leveraging AI/ML inĀ Healthcare
8.2.3 Potential Negative Impacts ofĀ AI/ML inĀ Healthcare
8.2.4 Case Study 3: AI/ML inĀ Healthcare
8.2.5 Fact Check 2: AI inĀ Healthcare
8.3 Transportation
8.3.1 Transportation andĀ Technology
8.3.2 Leveraging AI/ML inĀ Transportation
8.3.3 Potential Negative Impacts ofĀ AI/ML inĀ Transportation
8.3.4 Case Study 4: AI/ML inĀ Transportation
8.3.5 Fact Check 3: AI inĀ Transportation
8.4 Finance
8.4.1 Finance andĀ TechnologyāFintech
8.4.2 Leveraging AI/ML inĀ Finance
8.4.3 Potential Negative Impacts ofĀ AI/ML inĀ Finance
8.4.4 Case Study 5: AI/ML inĀ Finance
8.4.5 Fact Check 4: AI inĀ Finance
8.5 Education
8.5.1 Education andĀ Technology
8.5.2 Leveraging AI/ML inĀ Education
8.5.3 Case Study 6: AI/ML inĀ Education
8.5.4 Fact Check 5: AI inĀ Education
9 The Horizon forĀ AI inĀ Our Society
9.1 Technology Trends
9.1.1 Quantum Computing
9.1.2 Distributed Intelligence
9.1.3 Neuromorphic Computing
9.2 Case Study 7: Using New Technologies
9.3 Fact Check 6: Using New Technologies
10 Application Trends
10.1 Method
10.2 AI forĀ Improving Global Living Conditions
10.3 AI forĀ Cost Reduction
10.4 AI forĀ Better Services
10.5 AI forĀ Services Humans May notĀ Do
10.6 The āNice toĀ Haveā AI
10.7 Case Study 8: Promoting andĀ Supervising AI
10.8 Fact Check 8: Promoting andĀ Supervising AI
11 Social Trends
11.1 Overview
11.2 Aging Population
11.3 Polarization
11.4 Income Inequality
11.5 Urbanization
11.6 Demographic Shifts
11.7 Globalization
11.8 Collaboration
11.9 Personalization
11.9.1 Political Correctness
12 Conclusions
12.1 Overview
12.2 It is notĀ Only About Technology
12.3 Now What
12.3.1 I'm aĀ Student
12.3.2 I'm aĀ Content Creator
12.3.3 I'm aĀ Professional
12.3.4 I'm anĀ Executive
12.3.5 I'm anĀ Investor
12.3.6 I'm aĀ Consumer
Closing Remarks
Notes onĀ theĀ Images
Bibliography
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