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Index
Cover
Title Page
Contents
Praise for The Economic Singularity
About the Author
Also by Calum Chace
Dedication
Copyright
1. Introduction: The Economic Singularity
Accelerating change
Superintelligence and the technological singularity
Technological unemployment and the economic singularity
2. The History of Automation
2.1 – The industrial revolution
2.2 – The information revolution
2.3 – The Automation story so far
The mechanisation of agriculture
One-trick ponies
Mechanisation and automation
Retail and “prosumers”
Call centres
Food service
Manufacturing
Warehouses
Secretaries
2.4 – The Luddite fallacy
Ned Ludd
The fallacy
The Luddite fallacy and economic theory
The Luddite fallacy and economic experience
Is it different this time?
3. Is it different this time?
3.1 – Prophets of change
Martin Ford
Exponentials and automation
The challenge of UBI
Andrew McAfee and Erik Brynjolfsson
The Bounty and the Spread
Hanging onto work
Other voices
Richard and Daniel Susskind
Scott Santens
Jerry Kaplan
CGP Grey
Gary Marcus
Federico Pistono
Two unexpected voices
Andy Haldane
Martin Wolf
3.2 – Academic and consultancy studies
Frey and Osborne
Gartner
The Millennium Project
Pew Research Center
Fundacion Innovacion BankInter
McKinsey
A swelling chorus
3.3 – Crying wolf
David Autor
Robin Hanson
Tyler Cowen
Geoff Colvin
Crying wolf
3.4 – AI to date
What is AI?
The value of intelligence
Artificial General Intelligence (AGI) and Superintelligence
A quiet revolution
Origins and winters
Machine learning
How good is today's AI?
Games and quizzes
Self-driving vehicles
Search
Image and speech recognition
Learning and innovating
Emulating and predicting human cognitive abilities
Is it just Google?
Summary
3.5 – Exponential future
Big investments, different approaches
Openness
Extending connectivity
Exponentials
Doubling up
Moore's Law
No more Moore?
3D chips and new architectures
Towards quantum computing
So what? Where's this all heading?
3.6 – What people do
Jobs and tasks
Processing information
Working with people
Manual tasks
Tipping points and exponentials
3.7 – Related technologies
One ring to bind them
The Internet of Things
Digital assistants
Friends?
Wearables, insideables
Doing business with Friends
Robots
Google's robot army – the dog that didn't bark
Complicated relationships
More robots: androids, drones and exoskeletons
Virtual Reality
Applications of VR and AR
Related concerns
Privacy
Security
Inequality
Isolation
3.8 – The poster child for technological unemployment: self-driving vehicles
Why?
To autonomy and beyond
The state of the art
The impact on cities
Detroit's response
Other affected industries
Programming ethics
Driving jobs
3.9 – Who's next?
Low-income jobs
Food service
Customer preference
Call centres
Manual work
The professions
Journalists
Other writers
Lawyers
Discovery
Revealing the iceberg
Forms
More sophisticated work
Doctors
Better and cheaper diagnostics
Prescribing
Keeping current
Operations
Education
Financial services
3.10 – Jobs or no jobs
The question
Jobs, not work
The gig economy
Centaurs
The human touch
Robot therapist
Made by hand
New jobs
Education
Entrepreneurs
Artists
3.11 – What's the problem?
The Star Trek economy
Abundance
3.12 – Conclusion: yes, it’s different this time
Counter-arguments
Raising awareness
4. A Timeline
4.1 – Un-forecasts
Three snapshots of a positive scenario
Unpredictable yet inevitable
Not forecasts
Super un-forecasting
4.2 – 2021
Awareness
4.3 – 2031
Discussion and experimentation
4.4 – 2041
Radical abundance
5. The Challenges
5.1 – Economic contraction
5.2 – Distribution
Universal Basic Income
Experiments
Socialism?
Inflationary?
Unaffordable?
The Laffer Curve
Let’s kill all the bureaucrats
Assets
Summary: UBI, but not yet
5.3 – Meaning
The meaning of life
Meaning and work
The rich and the old
Virtually happy
5.4 – Allocation
The house on the beach
VR to the rescue?
Algocracy
5.5 – Cohesion
The scenario of “the Gods and the Useless”
Brave New World
Will capitalism remain fit for purpose?
6. Scenarios
6.1 – No Change
6.2 – Racing with the machines
Centaurs
Icebergs
Creativity and caring
6.3 – Capitalism + UBI
6.4 – Fracture
6.5 – Collapse
6.6 – Protopia
Utopia, Dystopia, Protopia
Collective ownership
Decentralisation
Blockchain
Collective ownership
7. Summary and Recommendations
7.1 – The argument
Automation and unemployment
The upside
Challenges and scenarios
7.2 – The two singularities
7.3 – What is to be done?
Relinquishment won’t work
Monitoring
Planning
The role of the tech giants
What should I study?
The most important generations
Acknowledgements
Notes
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