- See Also
-
Links
- “AI, Ageing and Brain-Work Productivity: Technological Change in Professional Japanese Chess”, 2022
- “Will the AI Revolution Cause a Great Divergence?”, Et Al 2022
- “Latency”, 2022
- “The Wild, Wonderful World of Estate Sales: The Estate-sale Industry Is Fragile and Persistent in a Way That Doesn’t Square With the Story of the World As We Have Come to Expect It”, 2022
- “The Rise of the Machines: Automation, Horizontal Innovation, and Income Inequality”, 2022
- “Robots and Firm Investment”, 2022
- “Hyperspecialization and Hyperscaling: A Resource-based Theory of the Digital Firm”, Et Al 2021
- “What Is the Point of Computers? A Question for Pure Mathematicians”, 2021
- “Cognitive Performance in Remote Work: Evidence from Professional Chess”, Et Al 2021
- “Technological Change and Obsolete Skills: Evidence from Men’s Professional Tennis”, 2021
- “Does the Rise of Robotic Technology Make People Healthier?”, 2021
- “The”Sailing-ship Effect” As a Technological Principle”, Et Al 2021
- “The Life Cycle of Businesses and Their Internal Organization”, Et Al 2021
- “ChinAI #137: Year 3 of ChinAI: Reflections on the Newsworthiness of Machine Translation”, 2021
- “Film Festivals Are Evolving for the Better: COVID-19 Is Making Big, Week-long Gatherings of Cinephiles Complicated, If Not Impossible. What Emerges in Their Place Could Change the Cinema Landscape”, 2021
- “The Productivity J-Curve: How Intangibles Complement General Purpose Technologies”, Et Al 2021
- “Why Working From Home Will Stick”, Et Al 2020
- “The 2020s Political Economy of Machine Translation”, 2020
- “Superexponential [Modeling the Human Trajectory]”, 2020
- “Modeling the Human Trajectory”, 2020
- “Transatlantic Technologies: The Role of ICT in the Evolution of U.S. and European Productivity Growth”, 2020
- “AI Helps Warehouse Robots Pick Up New Tricks: Backed by Machine Learning Luminaries, Covariant.ai’s Bots Can Handle Jobs Previously Needing a Human Touch”, 2020
- “Testing the Automation Revolution Hypothesis”, 2019
- “Automation As Colonization Wave (OB)”, 2019
- “ “What’s Wrong With The Way I Talk?” The Effect Of Sound Motion Pictures On Actor Careers”, 2019
- “Does Machine Translation Affect International Trade? Evidence from a Large Digital Platform”, Et Al 2019
- “The Robot Revolution: Managerial and Employment Consequences for Firms”, Et Al 2019
- “Is an Army of Robots Marching on Chinese Jobs?”, 2019
- “Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics”, Et Al 2019c
- “‘Automation’ Of Manufacturing in the Late 19Th Century: The Hand and Machine Labor Study”, Et Al 2019
- “Evolution As Backstop for Reinforcement Learning”, 2018
- “Profiling the International Academic Ghost Writers Who Are Providing Low-cost Essays and Assignments for the Contract Cheating Industry”, 2018
- “ARPA and SCI: Surfing AI”, 2018
- “Hyperbolic Growth”, 2017
- “The Economic Impact of Moore’s Law: Evidence from When It Faltered”, 2017
- “Why Tool AIs Want to Be Agent AIs”, 2016
- “No Great Technological Stagnation”, 2016
- “Complexity No Bar to AI”, 2014
- “The Hyperbolic Time Chamber & Brain Emulation”, 2012
- “Is U.S. Economic Growth Over? Faltering Innovation Confronts the 6 Headwinds”, 2012
- “Dispelling the Myth of Robotic Efficiency: Why Human Space Exploration Will Tell Us More about the Solar System Than Will Robotic Exploration Alone”, 2012
- “Hall’s Law: The 19Th Century Prequel to Moore’s Law”, 2012
- “Economics Of The Singularity: Stuffed into Skyscrapers by the Billion, Brainy Bugbots Will Be the Knowledge Workers of the Future”, 2008
- “The Economics of Has-beens”, Mac2004
- “Computing Productivity: Firm-Level Evidence”, 2003
- “Technical Change, Inequality, and the Labor Market”, 2002
- “Long-Term Growth As A Sequence of Exponential Models”, 2000
- “Beyond Computation: Information Technology, Organizational Transformation and Business Performance”, 2000
- “Beyond the Productivity Paradox”, 1998
- “Office Productivity: the Impacts of Staffing, Intellectual Specialization and Technology”, 1996
- “Organizational Transformation As Punctuated Equilibrium: An Empirical Test”, 1994
- “Don’t Fire the Clerical Staff!”, 1992b
- “Survey Finds Low Office Productivity Linked to Staffing Imbalances”, 1992
- “The Dynamo and the Computer: A Historical Perspective on the Modern Productivity Paradox”, 1990
- “Computer and Dynamo: The Modern Productivity Paradox In A Not-Too Distant Mirror”, 1989
- “We’d Better Watch Out [Review of _Manufacturing Matters: The Myth of the Post-Industrial Economy_, 1987]”, 1987
- “Increasing Returns and Economic Progress”, 1928
- “The Skill Content of Recent Technological Change: An Empirical Exploration”
- “The Robots Are Coming for Garment Workers. That’s Good for the U.S., Bad for Poor Countries: Automation Is Reaching into Trades That Once Seemed Immune, Transforming Sweatshops in Places like Bangladesh and Bringing Production back to America”
- “Automation”
- Wikipedia
- Miscellaneous
- Link Bibliography
Why is automation/productivity growth so slow & “you can see the computer age everywhere but the statistics”, especially when AI has become so powerful? Because “the future is already here, it’s just unevenly distributed”—inertia & path-dependence.
Existing companies & processes are so hardwired to use humans as the basic building block that they must be reconceived to exploit new possibilities. Otherwise, you get absurdities like robotic process automation.
This ‘overhang’ also explains why startup ideas fail repeatedly before succeeding & crises can lead to abrupt increases in existing technologies: the “rising water” was held back by levees of local optimums.
This prodigious event is still on its way, still wandering; it has not yet reached the ears of men. Lightning and thunder require time, the light of the stars requires time, deeds, though done, still require time to be seen and heard. This deed is still more distant from them than the most distant stars—and yet they have done it themselves.
Nietzsche
See Also
Links
“AI, Ageing and Brain-Work Productivity: Technological Change in Professional Japanese Chess”, 2022
“AI, Ageing and Brain-Work Productivity: Technological Change in Professional Japanese Chess”, 2022-04-17 ( ; similar)
“Will the AI Revolution Cause a Great Divergence?”, Et Al 2022
“Will the AI revolution cause a great divergence?”, 2022-04-01 (similar)
“Latency”, 2022
“The Wild, Wonderful World of Estate Sales: The Estate-sale Industry Is Fragile and Persistent in a Way That Doesn’t Square With the Story of the World As We Have Come to Expect It”, 2022
“The Wild, Wonderful World of Estate Sales: The estate-sale industry is fragile and persistent in a way that doesn’t square with the story of the world as we have come to expect it”, 2022-01-07 (similar)
“The Rise of the Machines: Automation, Horizontal Innovation, and Income Inequality”, 2022
“The Rise of the Machines: Automation, Horizontal Innovation, and Income Inequality”, 2022 (similar)
“Robots and Firm Investment”, 2022
“Robots and Firm Investment”, 2022-01 ( ; similar)
“Hyperspecialization and Hyperscaling: A Resource-based Theory of the Digital Firm”, Et Al 2021
“Hyperspecialization and hyperscaling: A resource-based theory of the digital firm”, 2021-12-22 ( ; backlinks; similar; bibliography)
“What Is the Point of Computers? A Question for Pure Mathematicians”, 2021
“What is the point of computers? A question for pure mathematicians”, 2021-12-22 ( )
“Cognitive Performance in Remote Work: Evidence from Professional Chess”, Et Al 2021
“Cognitive Performance in Remote Work: Evidence from Professional Chess”, 2021-11-29 ( ; similar)
“Technological Change and Obsolete Skills: Evidence from Men’s Professional Tennis”, 2021
“Technological change and obsolete skills: Evidence from men’s professional tennis”, 2021-09-10 ( ; similar; bibliography)
“Does the Rise of Robotic Technology Make People Healthier?”, 2021
“Does the rise of robotic technology make people healthier?”, 2021-05-27 (similar)
“The”Sailing-ship Effect” As a Technological Principle”, Et Al 2021
“The “sailing-ship effect” as a technological principle”, 2021-05-13 (similar)
“The Life Cycle of Businesses and Their Internal Organization”, Et Al 2021
“The Life Cycle of Businesses and their Internal Organization”, 2021-05-01 (similar)
“ChinAI #137: Year 3 of ChinAI: Reflections on the Newsworthiness of Machine Translation”, 2021
“ChinAI #137: Year 3 of ChinAI: Reflections on the newsworthiness of machine translation”, 2021-04-05 ( ; similar; bibliography)
“Film Festivals Are Evolving for the Better: COVID-19 Is Making Big, Week-long Gatherings of Cinephiles Complicated, If Not Impossible. What Emerges in Their Place Could Change the Cinema Landscape”, 2021
“Film Festivals Are Evolving for the Better: COVID-19 is making big, week-long gatherings of cinephiles complicated, if not impossible. What emerges in their place could change the cinema landscape”, 2021-01-21 (similar; bibliography)
“The Productivity J-Curve: How Intangibles Complement General Purpose Technologies”, Et Al 2021
“The Productivity J-Curve: How Intangibles Complement General Purpose Technologies”, 2021-01 (similar)
“Why Working From Home Will Stick”, Et Al 2020
“Why Working From Home Will Stick”, 2020-12-10 (similar)
“The 2020s Political Economy of Machine Translation”, 2020
“The 2020s Political Economy of Machine Translation”, 2020-11-02 ( ; similar)
“Superexponential [Modeling the Human Trajectory]”, 2020
“Superexponential [Modeling the Human Trajectory]”, 2020-07-30 ( ; backlinks; similar)
“Modeling the Human Trajectory”, 2020
“Modeling the Human Trajectory”, 2020-06-15 ( ; backlinks; similar)
“Transatlantic Technologies: The Role of ICT in the Evolution of U.S. and European Productivity Growth”, 2020
“Transatlantic Technologies: The Role of ICT in the Evolution of U.S. and European Productivity Growth”, 2020-06 (similar)
“AI Helps Warehouse Robots Pick Up New Tricks: Backed by Machine Learning Luminaries, Covariant.ai’s Bots Can Handle Jobs Previously Needing a Human Touch”, 2020
“AI Helps Warehouse Robots Pick Up New Tricks: Backed by machine learning luminaries, Covariant.ai’s bots can handle jobs previously needing a human touch”, 2020-01-29 ( ; similar)
“Testing the Automation Revolution Hypothesis”, 2019
“Testing the Automation Revolution Hypothesis”, 2019-12-27 (similar)
“Automation As Colonization Wave (OB)”, 2019
“Automation As Colonization Wave (OB)”, 2019-12-13 (similar)
“ “What’s Wrong With The Way I Talk?” The Effect Of Sound Motion Pictures On Actor Careers”, 2019
“ “What's Wrong With The Way I Talk?” The Effect Of Sound Motion Pictures On Actor Careers”, 2019-10-23 ( ; backlinks; similar; bibliography)
“Does Machine Translation Affect International Trade? Evidence from a Large Digital Platform”, Et Al 2019
“Does Machine Translation Affect International Trade? Evidence from a Large Digital Platform”, 2019-09-03 ( ; similar)
“The Robot Revolution: Managerial and Employment Consequences for Firms”, Et Al 2019
“The Robot Revolution: Managerial and Employment Consequences for Firms”, 2019-07-19 ( ; similar)
“Is an Army of Robots Marching on Chinese Jobs?”, 2019
“Is an Army of Robots Marching on Chinese Jobs?”, 2019-05-21 (similar)
“Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics”, Et Al 2019c
“Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics”, 2019-05-01 (similar)
“‘Automation’ Of Manufacturing in the Late 19Th Century: The Hand and Machine Labor Study”, Et Al 2019
“‘Automation’ of Manufacturing in the Late 19th Century: The Hand and Machine Labor Study”, 2019 (similar)
“Evolution As Backstop for Reinforcement Learning”, 2018
“Evolution as Backstop for Reinforcement Learning”, 2018-12-06 ( ; backlinks; similar; bibliography)
“Profiling the International Academic Ghost Writers Who Are Providing Low-cost Essays and Assignments for the Contract Cheating Industry”, 2018
“Profiling the international academic ghost writers who are providing low-cost essays and assignments for the contract cheating industry”, 2018-10-19 ( ; similar)
“ARPA and SCI: Surfing AI”, 2018
“ARPA and SCI: Surfing AI”, 2018-07-04 ( ; backlinks; similar; bibliography)
“Hyperbolic Growth”, 2017
“Hyperbolic growth”, 2017-10-04 (similar)
“The Economic Impact of Moore’s Law: Evidence from When It Faltered”, 2017
“The Economic Impact of Moore’s Law: Evidence from When it Faltered”, 2017-01-18 (similar)
“Why Tool AIs Want to Be Agent AIs”, 2016
“Why Tool AIs Want to Be Agent AIs”, 2016-09-07 ( ; backlinks; similar; bibliography)
“No Great Technological Stagnation”, 2016
“No Great Technological Stagnation”, 2016 ( ; backlinks)
“Complexity No Bar to AI”, 2014
“Complexity no Bar to AI”, 2014-06-01 ( ; backlinks; similar; bibliography)
“The Hyperbolic Time Chamber & Brain Emulation”, 2012
“The Hyperbolic Time Chamber & Brain Emulation”, 2012-08-29 ( ; similar; bibliography)
“Is U.S. Economic Growth Over? Faltering Innovation Confronts the 6 Headwinds”, 2012
“Is U.S. Economic Growth Over? Faltering Innovation Confronts the 6 Headwinds”, 2012-08-01 (similar)
“Dispelling the Myth of Robotic Efficiency: Why Human Space Exploration Will Tell Us More about the Solar System Than Will Robotic Exploration Alone”, 2012
“Dispelling the myth of robotic efficiency: why human space exploration will tell us more about the Solar System than will robotic exploration alone”, 2012-03-28 (similar)
“Hall’s Law: The 19Th Century Prequel to Moore’s Law”, 2012
“Hall’s Law: The 19th Century Prequel to Moore’s Law”, 2012-03-08 ( ; similar)
“Economics Of The Singularity: Stuffed into Skyscrapers by the Billion, Brainy Bugbots Will Be the Knowledge Workers of the Future”, 2008
“Economics Of The Singularity: Stuffed into skyscrapers by the billion, brainy bugbots will be the knowledge workers of the future”, 2008-06-01 ( ; backlinks; similar)
“The Economics of Has-beens”, Mac2004
“The Economics of Has-beens”, 2004 ( ; backlinks; similar)
“Computing Productivity: Firm-Level Evidence”, 2003
“Computing Productivity: Firm-Level Evidence”, 2003-11-01 (similar)
“Technical Change, Inequality, and the Labor Market”, 2002
“Technical Change, Inequality, and the Labor Market”, 2002-03-01 (backlinks; similar; bibliography)
“Long-Term Growth As A Sequence of Exponential Models”, 2000
“Long-Term Growth As A Sequence of Exponential Models”, 2000-12 (similar)
“Beyond Computation: Information Technology, Organizational Transformation and Business Performance”, 2000
“Beyond Computation: Information Technology, Organizational Transformation and Business Performance”, 2000-09-01 (similar)
“Beyond the Productivity Paradox”, 1998
“Beyond the productivity paradox”, 1998-08-01 (similar)
“Office Productivity: the Impacts of Staffing, Intellectual Specialization and Technology”, 1996
“Office productivity: the impacts of staffing, intellectual specialization and technology”, 1996-01 ( ; backlinks; similar)
“Organizational Transformation As Punctuated Equilibrium: An Empirical Test”, 1994
“Organizational Transformation as Punctuated Equilibrium: An Empirical Test”, 1994-01 (similar)
“Don’t Fire the Clerical Staff!”, 1992b
“Don't Fire the Clerical Staff!”, 1992-12 ( ; similar)
“Survey Finds Low Office Productivity Linked to Staffing Imbalances”, 1992
“Survey finds low office productivity linked to staffing imbalances”, 1992-03 ( ; backlinks; similar; bibliography)
“The Dynamo and the Computer: A Historical Perspective on the Modern Productivity Paradox”, 1990
“The Dynamo and the Computer: A Historical Perspective on the Modern Productivity Paradox”, 1990-05-01 (backlinks; similar)
“Computer and Dynamo: The Modern Productivity Paradox In A Not-Too Distant Mirror”, 1989
“Computer and Dynamo: The Modern Productivity Paradox In A Not-Too Distant Mirror”, 1989-07-01 (similar)
“We’d Better Watch Out [Review of _Manufacturing Matters: The Myth of the Post-Industrial Economy_, 1987]”, 1987
“Increasing Returns and Economic Progress”, 1928
“Increasing Returns and Economic Progress”, 1928-12-01
“The Skill Content of Recent Technological Change: An Empirical Exploration”
“The skill content of recent technological change: An empirical exploration”
“The Robots Are Coming for Garment Workers. That’s Good for the U.S., Bad for Poor Countries: Automation Is Reaching into Trades That Once Seemed Immune, Transforming Sweatshops in Places like Bangladesh and Bringing Production back to America”
“Automation”
Wikipedia
Miscellaneous
-
https://blogs.lse.ac.uk/businessreview/2018/09/20/why-does-a-management-model-succeed-through-time/
-
https://mattsclancy.substack.com/p/remote-work-and-the-future-of-innovation
-
https://medium.com/backchannel/beware-of-the-robot-pharmacist-4015ebf13f6f
-
https://medium.com/starsky-robotics-blog/the-end-of-starsky-robotics-acb8a6a8a5f5
-
https://medium.com/starsky-robotics-blog/the-poor-roi-of-autonomy-f5d6f4f2dd14
-
https://mit-serc.pubpub.org/pub/puzzle-of-missing-robots/release/1
-
https://qz.com/1419418/uniqlo-cut-90-of-staff-at-one-warehouse-by-replacing-them-with-robots/
-
https://www.alizila.com/alibaba-driverless-robots-one-millionth-ecommerce-delivery/
-
https://www.bloomberg.com/bw/articles/2012-11-29/the-march-of-robots-into-chinese-factories
-
https://www.bloomberg.com/view/articles/2018-02-09/lessons-from-a-slow-motion-robot-takeover
-
https://www.economist.com/asia/2018/11/08/japan-is-both-obsessed-with-and-resistant-to-robots
-
https://www.msn.com/en-us/news/world/the-robots-are-coming-for-garment-workers/ar-BBJdSBl
-
https://www.newyorker.com/magazine/2017/10/23/welcoming-our-new-robot-overlords
-
https://www.newyorker.com/magazine/2021/08/30/invasion-of-the-robot-umpires
-
https://www.nytimes.com/2019/01/13/technology/farm-technology-milkers-robots.html
-
https://www.nytimes.com/2021/03/06/business/the-robots-are-coming-for-phil-in-accounting.html
-
https://www.overcomingbias.com/2020/08/remote-work-specializes.html
-
https://www.wired.com/story/can-robots-evolve-into-machines-of-loving-grace/
-
https://www.wired.com/story/robots-fill-workplace-must-learn-get-along/
-
https://www.wired.com/story/robots-invade-construction-site/
-
https://www.wsj.com/articles/meatpackers-covid-safety-automation-robots-coronavirus-11594303535
-
https://www.wsj.com/articles/restaurant-robots-kitchen-labor-shortage-11628290623
Link Bibliography
-
https://onlinelibrary.wiley.com/doi/full/10.1002/smj.3365
: “Hyperspecialization and Hyperscaling: A Resource-based Theory of the Digital Firm”, Gianluigi Giustiziero, Tobias Kretschmer, Deepak Somaya, Brian Wu: -
2021-fillmore.pdf
: “Technological Change and Obsolete Skills: Evidence from Men’s Professional Tennis”, Ian Fillmore, Jonathan D. Hall: -
https://chinai.substack.com/p/chinai-137-year-3-of-chinai
: “ChinAI #137: Year 3 of ChinAI: Reflections on the Newsworthiness of Machine Translation”, Jeffrey Ding: -
https://www.wired.com/story/film-festivals-hybrid/
: “Film Festivals Are Evolving for the Better: COVID-19 Is Making Big, Week-long Gatherings of Cinephiles Complicated, If Not Impossible. What Emerges in Their Place Could Change the Cinema Landscape”, Angela Watercutter: -
2019-hanssen.pdf
: “ “What's Wrong With The Way I Talk?” The Effect Of Sound Motion Pictures On Actor Careers”, F. Andrew Hanssen: -
backstop
: “Evolution As Backstop for Reinforcement Learning”, Gwern Branwen: -
arpa
: “ARPA and SCI: Surfing AI”, Gwern Branwen: -
tool-ai
: “Why Tool AIs Want to Be Agent AIs”, Gwern Branwen: -
complexity
: “Complexity No Bar to AI”, Gwern Branwen: -
hyperbolic-time-chamber
: “The Hyperbolic Time Chamber & Brain Emulation”, Gwern Branwen: -
2002-acemoglu.pdf
: “Technical Change, Inequality, and the Labor Market”, Daron Acemoglu: -
1992-sassone.pdf
: “Survey Finds Low Office Productivity Linked to Staffing Imbalances”, Peter G. Sassone: