When is AI taking over _my_ job
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The document discusses artificial intelligence and its potential impact on jobs. It defines key terms like intelligence, artificial intelligence, and machine learning. It examines how AI and automation are already replacing human jobs in clerical, cashier, and other roles. While knowledge workers may feel secure, the document notes that functions like infrastructure management are increasingly being automated through code. It cautions that advances in AI could flood and eventually submerge even job roles currently considered high-skilled, like software developers. The document considers which jobs may persist longer due to needs for human perception, creativity and social skills. It also discusses issues around job disruption, pensions, and the importance of developing AI responsibly and for beneficial purposes.
When is AI taking over _my_ job
- 1. When is AI taking over _my_ job SASHA ROSENBAUM
- 5. Who Am I? Sasha Rosenbaum
- 9. Definitions
- 10. Intelligence The ability to accomplish complex goals
- 11. Artificial Intelligence The ability of a machine to perform tasks commonly associated with human intelligence
- 12. Machine Learning Machine learning (ML) is the science of getting computers to act without being explicitly programmed
- 13. Ada Lovelace Objection (1943) Computers can only do what they are programmed to do
- 14. Stand up Touch your nose How exactly did you do that?
- 16. Superhuman AGI Superhuman artificial general intelligence is the ability of a machine to accomplish any goal as well or better than humans
- 17. Does Artificial Intelligence have to be that smart?
- 20. Occupation Likelihood of computerization Clerks 86-99% Cashiers 83-97% Cooks 81-94% Taxi drivers 89% Bakers 89% Waiters 94% Accountants 94% Paralegals 94%
- 21. Occupation (United States) Number of Employees Office and administrative support occupations 23,081,200 Sales and related occupations 15,747,800 Food preparation and serving related occupations 13,206,100 Transportation and material moving occupations 10,274,200 Management occupations 9,533,100 Education, training, and library occupations 9,426,500 Production occupations 9,356,900 Healthcare practitioners and technical occupations 8,751,500 Business and financial operations occupations 8,066,800 Construction and extraction occupations 6,812,500 Personal care and service occupations 6,419,700 Installation, maintenance, and repair occupations 5,905,400 Building and grounds cleaning and maintenance occupations 5,654,100 Computer and mathematical occupations 4,419,000
- 22. But wait, I am a knowledge worker, surely it isnt easy to replace me?
- 23. Infrastructure as code (Currently mostly automation, not AI)
- 28. Imagine a landscape of human competence,having lowlands with labels like arithmetic and rote memorization, foothills like theorem proving and chess playing, and high mountain peaks labeled locomotion, hand-eye coordination and social interaction. Advancing computer performance is like water slowly flooding the landscape. A half century ago it began to drown the lowlands, driving out human calculators and record clerks, but leaving most of us dry. Now the flood has reached the foothills, and our outposts there are contemplating retreat. We feel safe on our peaks, but, at the present rate, those too will be submerged within another half century. - Hans Moravec
- 29. Rate of progress
- 30. Rate of adoption
- 31. So, what do we do now?!?
- 33. Which jobs will linger? Perception and manipulation Creative intelligence Social intelligence
- 34. Occupation Likelihood of computerization Therapists 0.3-34% Engineers 0.4-96% Scientists 0.4-67% Teachers 0.7-26% Chefs 1% Lawyers 3% Event planners 4% Software Developers 4-13%
- 35. Luddites English workers in 181116, who destroyed machinery, especially in cotton and woolen mills, that they believed was threatening their jobs.
- 36. Selfishly speaking, resisting progress is a bad idea
- 38. If we dont improve our technology, the question isnt whether humanity will go extinct, but merely how - Max Tegmark
- 39. Opinions Superhuman AGI is not possible Superhuman AGI will be achieved within the next couple of decades We only need to worry about conscious machines
- 40. Goal Purpose
- 42. AI Ethics
- 43. Bias is a property of information
- 44. We must build AI responsibly
- 47. Further reading Tegmark, M. Life 3.0 - Being human in the age of artificial intelligence. Frey, C.B. & Osborn, M. A. The Future Of Employment: How Susceptible Are Jobs To Computerisation? Oxford University Kaplan, J. Humans need not apply. Kurzweil, R. The Singularity is near. When humans transcend biology. Bostrom, N. Superintelligence: paths, dangers, strategies.