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II RRoobboott,, 
YYoouu UUnneemmppllooyyeedd 
Robin Hanson 
George Mason University
Economics of Robots 
• Staple of fiction – ancient legends to TV now 
• If have more of X, do you want Y more 
(complement) or less (substitute)? 
• Machine as Substitute to human labor 
– Ricardo 1821, most science fiction 
– Wages fall to machine cost 
• Automation as Complement to human labor 
– Wicksell 1923, modern economics consensus 
– Wages have risen as automation cost have fallen 
• So are robots a substitute or complement?
Robots Substitute On Task, 
But Tasks Are Complements 
Human Advantage 
Substitute 
For Task 
Useful Mental Tasks 
Humans 
Do These 
Machines 
Do These 
Tasks Are 
Complements
A Rising Tide 
Human Advantage 
Useful Mental Tasks
A Rising Tide 
Human Advantage 
Useful Mental Tasks
RRoobboott Implications 
TTrraavveell IImmmmoorrttaalliittyy 
NNaattuurree CCooppiieess
Labor Supply & Demand 
Quantity 
Price 
wage1 
Supply of Human Workers 
Demand 
for Labor 
wage3 
wage2 
New 
Demand 
for Labor 
SSuuppppllyy ooff RRoobboottss
Guestimating Growth 
1. AK growth models easily x10-1000+ faster 
– Now double ~15 yr., 100x => 1.8 mo. 
1. Factories now double mass in 1-3 mo. 
1.3D printers in week? 
– Self-replicate plans double in 6-12 mo.? 
1. History of forager, farmer, industry modes 
– Doubled 225Myr, 900yr, 15yr => 1-4 weeks 
• Guess: ~1 month doubling time
Ways To Make Smart Robots 
1. Keep writing better software 
– AI experts say: in 20yrs gone 5-10% to human 
– That says: will take 2-4 centuries to full AI 
– Hardware slowing, if half rate, 4-8 centuries 
1. Discover a grand theory of intelligence 
– Or grand theory of how to learn (= “foom”) 
– But likely doesn’t exist, as w/ bacteria, cities 
1. Port software from where it already exists
Four Ways To Grow
1. More Machines
2. More Humans
3. Better Machines
4. More Robots
Needed To Emulate Brains 
1 
Computers 
(many, parallel) 
2 
Scan – fix, slice, 
2D scan 
3 
Model each brain cell type
Book Draft Topics 
Motivation, Method, Biases, 
Precedents, Factors, 
Dreamtime, Limits, Emulations, 
Opacity, Hardware, Security, 
Time, Space, Reversing, 
Climate, Cooling, Buildings, 
Virtuality, Overlays, Fakery, 
Copying, Darkness, Fragility, 
Retirement, Death, Wages, 
Selection, Enough, 
Competition, Eliteness, Spurs, 
Power, Institutions, Growth, 
Finance, Manufacturing, 
Careers, Age, Prepare, Train, 
Cities, Speeds, Transport, 
Software, Inequality, War, 
Clans, Nepotism, Firms, 
Teams, Governance, Law, 
Innovation, Mating, Signaling, 
Identity, Ritual, Conversation, 
Synchronization, Coalitions, 
Profanity, Divisions, Culture, 
Stories, Humans, Unhumans, 
Intelligence, Psychology, 
Alternatives, Transition, 
Critics, Evaluation, Policy, 
Charity, Success

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I Robot. You Unemployed

  • 1. II RRoobboott,, YYoouu UUnneemmppllooyyeedd Robin Hanson George Mason University
  • 2. Economics of Robots • Staple of fiction – ancient legends to TV now • If have more of X, do you want Y more (complement) or less (substitute)? • Machine as Substitute to human labor – Ricardo 1821, most science fiction – Wages fall to machine cost • Automation as Complement to human labor – Wicksell 1923, modern economics consensus – Wages have risen as automation cost have fallen • So are robots a substitute or complement?
  • 3. Robots Substitute On Task, But Tasks Are Complements Human Advantage Substitute For Task Useful Mental Tasks Humans Do These Machines Do These Tasks Are Complements
  • 4. A Rising Tide Human Advantage Useful Mental Tasks
  • 5. A Rising Tide Human Advantage Useful Mental Tasks
  • 6. RRoobboott Implications TTrraavveell IImmmmoorrttaalliittyy NNaattuurree CCooppiieess
  • 7. Labor Supply & Demand Quantity Price wage1 Supply of Human Workers Demand for Labor wage3 wage2 New Demand for Labor SSuuppppllyy ooff RRoobboottss
  • 8. Guestimating Growth 1. AK growth models easily x10-1000+ faster – Now double ~15 yr., 100x => 1.8 mo. 1. Factories now double mass in 1-3 mo. 1.3D printers in week? – Self-replicate plans double in 6-12 mo.? 1. History of forager, farmer, industry modes – Doubled 225Myr, 900yr, 15yr => 1-4 weeks • Guess: ~1 month doubling time
  • 9. Ways To Make Smart Robots 1. Keep writing better software – AI experts say: in 20yrs gone 5-10% to human – That says: will take 2-4 centuries to full AI – Hardware slowing, if half rate, 4-8 centuries 1. Discover a grand theory of intelligence – Or grand theory of how to learn (= “foom”) – But likely doesn’t exist, as w/ bacteria, cities 1. Port software from where it already exists
  • 10. Four Ways To Grow
  • 15. Needed To Emulate Brains 1 Computers (many, parallel) 2 Scan – fix, slice, 2D scan 3 Model each brain cell type
  • 16. Book Draft Topics Motivation, Method, Biases, Precedents, Factors, Dreamtime, Limits, Emulations, Opacity, Hardware, Security, Time, Space, Reversing, Climate, Cooling, Buildings, Virtuality, Overlays, Fakery, Copying, Darkness, Fragility, Retirement, Death, Wages, Selection, Enough, Competition, Eliteness, Spurs, Power, Institutions, Growth, Finance, Manufacturing, Careers, Age, Prepare, Train, Cities, Speeds, Transport, Software, Inequality, War, Clans, Nepotism, Firms, Teams, Governance, Law, Innovation, Mating, Signaling, Identity, Ritual, Conversation, Synchronization, Coalitions, Profanity, Divisions, Culture, Stories, Humans, Unhumans, Intelligence, Psychology, Alternatives, Transition, Critics, Evaluation, Policy, Charity, Success

Editor's Notes

  1. Immortality – but can most afford?; Travel – transmit to new body (but is secure?); Nature – don’t need ecosystems to survive Copies!; Train once, use many; each job few sources; Population explosion, Rapid growth economy doubles monthly? Wages fall to near hardware cost; only Draconian global law can stop Standard econ growth models say our growth limited by rate at which grow labor, diminishing returns to capital
  2. Goes by the name “uploads” and “whole brain emulation”. Others focus on technical feasibility, timing, philosophy of identity and consciousness. I’ll focus on social science.