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A Three-Year Global Study
on what to do about
Potential Futures for Work
and Technology Actions
Jerome C. Glenn, CEO
The Millennium Project
… Acts like a TransInstitution
UN
Organizations
NGOs
and
Foundations
Universities
GovernmentsCorporations
The Millennium
Project
65 Nodes...and two regional networks in
Europe and Latin America
Nodes identify participants, translate questionnaires and reports, and conduct interviews,
special research, workshops, symposiums, and advanced training.
are groups of experts and institutions that connect global and local views in:
Tunisi
a
Yerevan
Sri Lanka
Preface
Executive Summary
Ch 1 Global Challenges
Ch 2 2017 State of the Future Index
Ch 3 Future Terrorism & Deterrence
Ch 4 Work/Tech 2050 Scenarios
and Workshop Strategies
Ch 5 Conclusions
Appendix
39 Chapters
37 Different Methods
1,300 pages
Largest collection of
Internationally peer-
reviewed methods to
explore the future
ever assembled in
one source
Integration of all our work into the Global Futures
Intelligence System www.themp.org
• Why did The Millennium
Project conduct the
Work/Technology 2050
Global Study?
• And what were the results?
Inevitability of New Economics, Changing
social contract and human rights
• Concentration of wealth is increasing
• Income gaps are widening
• Employmentless economic growth seems the new norm
• Return on Investment in capital and technology is usually
better than labor
• Future technologies can replace much of human labor
• Long-term structural unemployment is a “business as
usual” or “surprise free” trend forecast
• What can we do about this?
Future Work/Technology 2050 Study
1. Literature and Related Research Review
2. Real-Time Delphi on questions not asked or poorly answered
3. Three Global Scenario Drafts to 2050
4. Three Separate RTDelphi’s for Feedback on each Scenario
5. Final Scenarios, given for Millennium Project Nodes
6. National Workshops to Explore Long-range Strategies
7. Collect suggestions from the national planning workshops, distilled
in to 93 actions, assess all via five (5) Real-Time Delphi's
8. Final Report for Public Discussion
Three Forms of Artificial Intelligence
 Artificial Narrow
Intelligence
 Artificial General
Intelligence
 Artificial Super
Intelligence
Next Technologies (NT): Imagine How NT
Synergies Will Create New Businesses
Artificial Intelligence
Robotics
Synthetic Biology & Genomics
Computational Science
Cloud & Big Data Analytics
Artificial & Augmented Reality
Nanotechnology (two kinds)
IoT, Tele-Everything & Tele-
Everybody, the Semantic Web
Quantum computing
Tele-Presence, Holographic
Communications
Intelligence augmentation
Collective Intelligence
Blockchain
3D/4D Printing Materials/Biology
Drones, Driverless Cars (and
other autonomous vehicles)
Conscious-Technology
Synergies Among These
The Old Way of Seeing the Future of
Technologies: Linear and Separate
Artificial
Intelligence
Robotic
manufacturing
Computational Science
3-D4-D Priting
Nanotechnology
Quantum computing
Synthetic Biology
Drones
Artificial General
Intelligence
Tele-Everything &
Tele-Everybody
the SemanticWeb
Future Way of Seeing Future of
Technologies: Integration and Synergies
Future Synergies
Robotic
manufacturing
Drones
Quantum
computing
Robotic
manufacturing
3D,4D Printing
Augmented Reality
Tele-Presence
Holographics
Nanotechnology
Artificial General
Intelligence
Tele-Everything
Tele-Everybody
the SemanticWeb
Increasing
individual and
collective
intelligence
Synthetic Biology
Nanotechnology
Future Synergies
Artificial
Intelligence
Robotic
manufacturing
Quantum computing
Drones
Future
Technology
Robotic
manufacturing
3D,4D Printing
Augmented Reality,
Tele-Presence,
Holographics
Work/Tech Global Scenarios 2050
1. It’s Complicated - A Mixed Bag
2. Political/Economic Turmoil – Future Despair
3. If Humans Were Free – The Self-Actualizing Economy
Each scenario is about 10 pages of detailed cause & effect
sequences that illustrate decisions
Global Employment Assumptions
Workforce 3 billion 2000; 6 billion 2050
Scenario 1
Business as Usual
Scenario 2
Political Turmoil
Scenario 3
Self-Actualization
Employed 2 Billion 1 Billion 1 Billion
Self-Employed 2 Billion 1 Billion 3 Billion
Unemployed or in
transition
1 Billion 2 Billion 1 Billion
Informal
Economy
1 Billion 2 Billion 1 Billion
Scenario 1:
It’s Complicated – A Mixed Bag
• A business-as-usual trend projection
• Increasing acceleration of change with both intelligence and stupidity
• Irregular adoption of advance technology
• Major employment growth in Biotech Industries
• High unemployment where governments did not create long-range
strategies
• Mixed success on the use of universal basic income.
• Giant corporations grow beyond government control, in this
government-corporate, virtual-3D, multi-polar world of 2050.
IoT AI Contact Lens – always in Virtual and
Augmented Reality connected to the word
Hands-free, phone-free,
laptop-free, AI-Human
symbiosis
Brain-to-cloud robotic for human media and
manufacturing tomorrow?
Brain-to-Brain interface demonstrated
Living in AR and eventually VR
Record video, pictures to
iPhone, internet access, face
recognition, and other AI…
Samsung and Google
competing for this now.
Brain to Computer to
Robot
Human Augmentation: AI-Brain Interface
as a “Neural Lace”
The
World
Artificial
Intelligence
Human
Brain
“Neural lace:” a mesh of
electronics [and photonics] that
will allow AI and the brain to
work together. – Elon Musk
This could help human brains
keep up with future
enhancements in AI.
https://www.neuralink.com/ is hiring now
Technologically enhanced
human intelligence
Source CBINSIGHTS
…will be
connected to
the Internet of
Things
Source: medium.com
And our Robots…
Scenario 2:
Political/Economic Turmoil – Future Despair
• Political grid-lock increases social polarization, prevents decisionmaking
• Political, economic, environmental migrations increase ethnic conflicts
• Governments did not anticipate impacts of artificial general intelligence:
hence, no strategies to address increasing mass unemployment
• Unemployment exploded in the 2030s leads to 2050 in political turmoil
• Financial systems cannot support ageing societies, financial crises
• World order has deteriorated into a combination of nation-states, mega-
corporations, local militias, terrorist groups, and organized crime
Scenario 2 Jobless Migrations
In Scenario 2 AI makes this Combination
Far More Powerful…
Organized
Crime
CorruptionTerrorism
Information
Warfare
…Making Democracy
and Free Markets…
…An Illusion
Terrorist Organizations
(Political, Ethnic,
or Religious)
Private Sector
Competitive
Intelligence
Transnational
Organized Crime
Government
Organizations
Non-governmental
Organizations
Advanced
Marketing
Techniques
Information
Warfare
Scenario 3:
If Humans Were Free
the Self-Actualization Economy
• Governments did anticipate the impacts of artificial general intelligence
• Conducted extensive research on how to phase in universal basic
income systems
• Increasing intelligence becomes a goal of education
• Self-employment promoted
• Artists, media moguls, and entertainers helped to foster cultural
change from an employment culture to a self-actualization economy.
Maslow’s Hierarchy of Needs
Self-Actualization Economy: New Social
Contract and Human Rights
• Maslow’s Hierarchy of Needs can be applied to society
• Basic physical needs are being met; extreme poverty gone by 2030
• Social Media Platforms and Content are addressing much of our love
and belongingness needs and as well as our self-esteem needs.
• Over half the world is connected to the Internet – we can now find
markets for our interests around the world rather than a local job which
may not exist in the future.
• You don’t run out of your life’s work, you just need to connect to
enough around the world
• If universal basic income comes in around the 2030, then all this is
even easier.
Scenario 3 Your Personal AI Avatar
searches the web while you sleep…
… then wakes you up
in the morning ….with
all kinds of interesting
things to do, some for
income, some
because the are just
fun, and some that
are both all with
smart contacts if
needed.
Or our duplicate cyber-self generated
from future full-body scanning
Can improve medical
diagnosis AND test different
treatments on our duplicate
cyber-self to see what is the
best for our biological
bodies. Thousands of tests
could be done in very short
time to get the exact, unique
treatment for our bodies.
Such computer simulations
of our bodies seems
inevitable.
Steve Jobs and Bill Gates 1991
By 2030-2050 millions of
people could become
augmented geniuses, and
what could we create?
Consider what these two geniuses created!
Source: reddit.com/r/OldSchoolCool/
Future Work/Tech 2050 Workshops
Initial workshops Initial workshops In planning Exploratory talks
1. Argentina (2 and series) 11. Italy (2, and 3rd in planning) China Australia
2. Bolivia (series) 12. The Netherlands (2) El Salvador Croatia
3. Brazil (Sao Paolo) 13. Mexico (2) Peru (2030 study first) Dubai, UAE
4. Bulgaria 14. Poland Kenya Egypt
5. European Foresight Network 15. Spain (3) Pakistan Georgia
6. Finland 16. South Africa Romania India
7. Germany (series) 17. South Korea (2) Slovakia Iran
8. Greece 18. Uruguay (series in progress) Sri Lanka Montenegro
9. Hungary 19. Venezuela Zambia Slovenia
10. Israel (2) 20. United States (2) Turkey
United Kingdom
Workshop Discussion Groups
Culture
Business &
Labor
S &TGovernment
Education &
Learning
Actions to Address issues in the
Work/Tech 2050 Global Scenarios
Workshop Discussion
Group
Actions
Assessed
Additional
Suggested Actions
Education and Learning 20 26
Government and Governance 22 26
Business and Labor 19 23
Culture, Arts, and Media 17 18
Science and Technology 15 25
Totals 93 118
Some examples of 93 actions assessed
• Make increasing intelligence an objective of education.
• In parallel to STEM education create a hybrid system of self-paced inquiry-based learning for self-
actualization, creativity, critical thinking, and human relations using new AI tools.
• Create international standards for narrow and general AI with a governance system to enforce them
(maybe similar to the International Atomic Energy Agency – IAEA).
• Produce alternative cash flow projections for universal basic income to see if/when it is financially
sustainable.
• Put memes in advertisements to help the cultural transition to new forms of economics and work.
• Create personal AI/Avatars able to match peoples' skills and interests with income opportunities worldwide
which can make smart contracts to support self-employment.
• Shift education/learning systems more toward mastering skills than mastering a profession.
• Public/private research should explore the cultural transition for a new social contract between the
government and the citizens who potentially could be both unemployed and augmented geniuses.
• Art/media/entertainment leaders should engage the public in anticipating cultural changes due to potential
impacts of future technologies.
Work/Technology 2050: Scenarios and Actions
Work/Technology 2050: Scenarios and Actions
Work/Technology 2050: Scenarios and Actions
Work/Technology 2050: Scenarios and Actions
Drawn from the
forthcoming
Work/Technology
2050: Scenarios
and Actions
For further information
The Millennium Project
Info@Millennium-Project.org
Work/Technology 2050: Scenarios and Actions
http://www.millennium-project.org/publications-2/
State of the Future 19.1
http://www.millennium-poject.org/state-of-the-future-version-19-1/
Futures Research Methodology 3.0
http://www.millennium-project.org/publications-2/#method
Global Futures Intelligence System
http://www.millennium-project.org/projects/global-futures-intelligence-system/
If there is time….
China Goal: Lead the World in AI by 2030
Who ever leads AI... rules the world - Putin
Human Brain Projects:
USA, EU, China
Artificial Brains:
IBM, Google, Facebook, Baidu,
Microsoft, Alibaba, Apple, Amazon
The Great Brain
Race is on!
These two trends will merge
Source: https://www.sciencefocus.com/future-technology/whats-next-for-the-human-race/
We are becoming cyborgs
and
Our built environments will seem to
become conscious
Conscious-Technology is their
merger
Recent demo in Dubai: Hybrid
Intelligence Biometric Avatar (HIBA)
Increasingly Decisions are Made by AI
Therefore we have to
audit AI’s Algorithms if
we are to confirm the
basis for decisions.
A few words about the
problem of the “utility
matrix” in AI
development.
Source: Cornerstone/blog
Use infowarfare-related data to
develop an AI model to predict
future actions;
identify characteristics needed
to counter/prevent them;
match social media users with
those characteristics and invite
their actions.
How Facebook…
could save face
Information
Warfare action
data cloud
Predictive
Analytics to
Identify
potential next
actions by day,
weeks, months
Identify
requirements to
counter or
preempt each
potential action
Match profiles
of individuals in
social media
Results added
to cloud and
improve AI for
Predictive
Analytics
Send notifications
to individuals about
actions they can take
(like getting ads in
Social Media)

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Work/Technology 2050: Scenarios and Actions

  • 1. A Three-Year Global Study on what to do about Potential Futures for Work and Technology Actions Jerome C. Glenn, CEO The Millennium Project
  • 2. … Acts like a TransInstitution UN Organizations NGOs and Foundations Universities GovernmentsCorporations The Millennium Project
  • 3. 65 Nodes...and two regional networks in Europe and Latin America Nodes identify participants, translate questionnaires and reports, and conduct interviews, special research, workshops, symposiums, and advanced training. are groups of experts and institutions that connect global and local views in: Tunisi a Yerevan Sri Lanka
  • 4. Preface Executive Summary Ch 1 Global Challenges Ch 2 2017 State of the Future Index Ch 3 Future Terrorism & Deterrence Ch 4 Work/Tech 2050 Scenarios and Workshop Strategies Ch 5 Conclusions Appendix
  • 5. 39 Chapters 37 Different Methods 1,300 pages Largest collection of Internationally peer- reviewed methods to explore the future ever assembled in one source
  • 6. Integration of all our work into the Global Futures Intelligence System www.themp.org
  • 7. • Why did The Millennium Project conduct the Work/Technology 2050 Global Study? • And what were the results?
  • 8. Inevitability of New Economics, Changing social contract and human rights • Concentration of wealth is increasing • Income gaps are widening • Employmentless economic growth seems the new norm • Return on Investment in capital and technology is usually better than labor • Future technologies can replace much of human labor • Long-term structural unemployment is a “business as usual” or “surprise free” trend forecast • What can we do about this?
  • 9. Future Work/Technology 2050 Study 1. Literature and Related Research Review 2. Real-Time Delphi on questions not asked or poorly answered 3. Three Global Scenario Drafts to 2050 4. Three Separate RTDelphi’s for Feedback on each Scenario 5. Final Scenarios, given for Millennium Project Nodes 6. National Workshops to Explore Long-range Strategies 7. Collect suggestions from the national planning workshops, distilled in to 93 actions, assess all via five (5) Real-Time Delphi's 8. Final Report for Public Discussion
  • 10. Three Forms of Artificial Intelligence  Artificial Narrow Intelligence  Artificial General Intelligence  Artificial Super Intelligence
  • 11. Next Technologies (NT): Imagine How NT Synergies Will Create New Businesses Artificial Intelligence Robotics Synthetic Biology & Genomics Computational Science Cloud & Big Data Analytics Artificial & Augmented Reality Nanotechnology (two kinds) IoT, Tele-Everything & Tele- Everybody, the Semantic Web Quantum computing Tele-Presence, Holographic Communications Intelligence augmentation Collective Intelligence Blockchain 3D/4D Printing Materials/Biology Drones, Driverless Cars (and other autonomous vehicles) Conscious-Technology Synergies Among These
  • 12. The Old Way of Seeing the Future of Technologies: Linear and Separate Artificial Intelligence Robotic manufacturing Computational Science 3-D4-D Priting Nanotechnology Quantum computing Synthetic Biology Drones Artificial General Intelligence Tele-Everything & Tele-Everybody the SemanticWeb
  • 13. Future Way of Seeing Future of Technologies: Integration and Synergies
  • 14. Future Synergies Robotic manufacturing Drones Quantum computing Robotic manufacturing 3D,4D Printing Augmented Reality Tele-Presence Holographics Nanotechnology Artificial General Intelligence Tele-Everything Tele-Everybody the SemanticWeb Increasing individual and collective intelligence Synthetic Biology Nanotechnology
  • 16. Work/Tech Global Scenarios 2050 1. It’s Complicated - A Mixed Bag 2. Political/Economic Turmoil – Future Despair 3. If Humans Were Free – The Self-Actualizing Economy Each scenario is about 10 pages of detailed cause & effect sequences that illustrate decisions
  • 17. Global Employment Assumptions Workforce 3 billion 2000; 6 billion 2050 Scenario 1 Business as Usual Scenario 2 Political Turmoil Scenario 3 Self-Actualization Employed 2 Billion 1 Billion 1 Billion Self-Employed 2 Billion 1 Billion 3 Billion Unemployed or in transition 1 Billion 2 Billion 1 Billion Informal Economy 1 Billion 2 Billion 1 Billion
  • 18. Scenario 1: It’s Complicated – A Mixed Bag • A business-as-usual trend projection • Increasing acceleration of change with both intelligence and stupidity • Irregular adoption of advance technology • Major employment growth in Biotech Industries • High unemployment where governments did not create long-range strategies • Mixed success on the use of universal basic income. • Giant corporations grow beyond government control, in this government-corporate, virtual-3D, multi-polar world of 2050.
  • 19. IoT AI Contact Lens – always in Virtual and Augmented Reality connected to the word Hands-free, phone-free, laptop-free, AI-Human symbiosis
  • 20. Brain-to-cloud robotic for human media and manufacturing tomorrow? Brain-to-Brain interface demonstrated
  • 21. Living in AR and eventually VR Record video, pictures to iPhone, internet access, face recognition, and other AI… Samsung and Google competing for this now.
  • 22. Brain to Computer to Robot
  • 23. Human Augmentation: AI-Brain Interface as a “Neural Lace” The World Artificial Intelligence Human Brain “Neural lace:” a mesh of electronics [and photonics] that will allow AI and the brain to work together. – Elon Musk This could help human brains keep up with future enhancements in AI. https://www.neuralink.com/ is hiring now
  • 25. …will be connected to the Internet of Things Source: medium.com And our Robots…
  • 26. Scenario 2: Political/Economic Turmoil – Future Despair • Political grid-lock increases social polarization, prevents decisionmaking • Political, economic, environmental migrations increase ethnic conflicts • Governments did not anticipate impacts of artificial general intelligence: hence, no strategies to address increasing mass unemployment • Unemployment exploded in the 2030s leads to 2050 in political turmoil • Financial systems cannot support ageing societies, financial crises • World order has deteriorated into a combination of nation-states, mega- corporations, local militias, terrorist groups, and organized crime
  • 27. Scenario 2 Jobless Migrations
  • 28. In Scenario 2 AI makes this Combination Far More Powerful… Organized Crime CorruptionTerrorism Information Warfare …Making Democracy and Free Markets… …An Illusion
  • 29. Terrorist Organizations (Political, Ethnic, or Religious) Private Sector Competitive Intelligence Transnational Organized Crime Government Organizations Non-governmental Organizations Advanced Marketing Techniques Information Warfare
  • 30. Scenario 3: If Humans Were Free the Self-Actualization Economy • Governments did anticipate the impacts of artificial general intelligence • Conducted extensive research on how to phase in universal basic income systems • Increasing intelligence becomes a goal of education • Self-employment promoted • Artists, media moguls, and entertainers helped to foster cultural change from an employment culture to a self-actualization economy.
  • 32. Self-Actualization Economy: New Social Contract and Human Rights • Maslow’s Hierarchy of Needs can be applied to society • Basic physical needs are being met; extreme poverty gone by 2030 • Social Media Platforms and Content are addressing much of our love and belongingness needs and as well as our self-esteem needs. • Over half the world is connected to the Internet – we can now find markets for our interests around the world rather than a local job which may not exist in the future. • You don’t run out of your life’s work, you just need to connect to enough around the world • If universal basic income comes in around the 2030, then all this is even easier.
  • 33. Scenario 3 Your Personal AI Avatar searches the web while you sleep… … then wakes you up in the morning ….with all kinds of interesting things to do, some for income, some because the are just fun, and some that are both all with smart contacts if needed.
  • 34. Or our duplicate cyber-self generated from future full-body scanning Can improve medical diagnosis AND test different treatments on our duplicate cyber-self to see what is the best for our biological bodies. Thousands of tests could be done in very short time to get the exact, unique treatment for our bodies. Such computer simulations of our bodies seems inevitable.
  • 35. Steve Jobs and Bill Gates 1991 By 2030-2050 millions of people could become augmented geniuses, and what could we create? Consider what these two geniuses created! Source: reddit.com/r/OldSchoolCool/
  • 36. Future Work/Tech 2050 Workshops Initial workshops Initial workshops In planning Exploratory talks 1. Argentina (2 and series) 11. Italy (2, and 3rd in planning) China Australia 2. Bolivia (series) 12. The Netherlands (2) El Salvador Croatia 3. Brazil (Sao Paolo) 13. Mexico (2) Peru (2030 study first) Dubai, UAE 4. Bulgaria 14. Poland Kenya Egypt 5. European Foresight Network 15. Spain (3) Pakistan Georgia 6. Finland 16. South Africa Romania India 7. Germany (series) 17. South Korea (2) Slovakia Iran 8. Greece 18. Uruguay (series in progress) Sri Lanka Montenegro 9. Hungary 19. Venezuela Zambia Slovenia 10. Israel (2) 20. United States (2) Turkey United Kingdom
  • 37. Workshop Discussion Groups Culture Business & Labor S &TGovernment Education & Learning
  • 38. Actions to Address issues in the Work/Tech 2050 Global Scenarios Workshop Discussion Group Actions Assessed Additional Suggested Actions Education and Learning 20 26 Government and Governance 22 26 Business and Labor 19 23 Culture, Arts, and Media 17 18 Science and Technology 15 25 Totals 93 118
  • 39. Some examples of 93 actions assessed • Make increasing intelligence an objective of education. • In parallel to STEM education create a hybrid system of self-paced inquiry-based learning for self- actualization, creativity, critical thinking, and human relations using new AI tools. • Create international standards for narrow and general AI with a governance system to enforce them (maybe similar to the International Atomic Energy Agency – IAEA). • Produce alternative cash flow projections for universal basic income to see if/when it is financially sustainable. • Put memes in advertisements to help the cultural transition to new forms of economics and work. • Create personal AI/Avatars able to match peoples' skills and interests with income opportunities worldwide which can make smart contracts to support self-employment. • Shift education/learning systems more toward mastering skills than mastering a profession. • Public/private research should explore the cultural transition for a new social contract between the government and the citizens who potentially could be both unemployed and augmented geniuses. • Art/media/entertainment leaders should engage the public in anticipating cultural changes due to potential impacts of future technologies.
  • 45. For further information The Millennium Project Info@Millennium-Project.org Work/Technology 2050: Scenarios and Actions http://www.millennium-project.org/publications-2/ State of the Future 19.1 http://www.millennium-poject.org/state-of-the-future-version-19-1/ Futures Research Methodology 3.0 http://www.millennium-project.org/publications-2/#method Global Futures Intelligence System http://www.millennium-project.org/projects/global-futures-intelligence-system/
  • 46. If there is time….
  • 47. China Goal: Lead the World in AI by 2030 Who ever leads AI... rules the world - Putin Human Brain Projects: USA, EU, China Artificial Brains: IBM, Google, Facebook, Baidu, Microsoft, Alibaba, Apple, Amazon The Great Brain Race is on!
  • 48. These two trends will merge Source: https://www.sciencefocus.com/future-technology/whats-next-for-the-human-race/ We are becoming cyborgs and Our built environments will seem to become conscious Conscious-Technology is their merger Recent demo in Dubai: Hybrid Intelligence Biometric Avatar (HIBA)
  • 49. Increasingly Decisions are Made by AI Therefore we have to audit AI’s Algorithms if we are to confirm the basis for decisions. A few words about the problem of the “utility matrix” in AI development. Source: Cornerstone/blog
  • 50. Use infowarfare-related data to develop an AI model to predict future actions; identify characteristics needed to counter/prevent them; match social media users with those characteristics and invite their actions. How Facebook… could save face Information Warfare action data cloud Predictive Analytics to Identify potential next actions by day, weeks, months Identify requirements to counter or preempt each potential action Match profiles of individuals in social media Results added to cloud and improve AI for Predictive Analytics Send notifications to individuals about actions they can take (like getting ads in Social Media)