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The Automative Imagination
Sam Kinsley (Exeter)
RGS-IBG 2018, Cardiff
Citation
Please cite as:
Kinsley, Samuel (2018) “The Automative Imagination”. In New Geographies of
Automation? (1), RGS-IBG Annual International Conference 2018. Cardiff, UK. 29th
August.
This talk
1. Automative?
2. Automation
3. Progress
4. Risks
5. Geographical
Imagination
Automative Imagination
Automative?
‘automatic’
‘automated’
‘Automative’ = the characteristics of
automation
} the subject/object of
automation
Figures
Progress ‘Idiots’
(Stupidity)
Monsters Master/
Slave
Machines
Read more
Spaces
City
(Region)
Home Factory
(workplace)
Institution
(e.g. school)
On the move
Read more
Automation
A problem of definitions
“Something more automatic than
previously existed in that plant,
industry or location” (Bright, 1957: 6)
BBC INSIDE THE FACTORY: SAUSAGES, SERIES 4, 24 JULY 2018
A clip from BBC programme: “Inside the Factory”, series 4
(24 July 2018)
A problem of definitions
“automation is a technology quite
distinct from ‘mechanization’ and it is
concerned with replacing or aiding
human mental effort as distinct from
aiding man’s [sic.] physical effort”
(Thomas, 1969: 6)
Connotations
Consignment to redundancy
Freedom from drudgery
Increased productivity
…a mark of progress?
Progress
Automation anxiety
“Whatever the future holds, the present clearly
offers a resurgence of automation anxiety”
(Autor, 2015: 4)
Epoch
Epoch
https://www.thetimes.co.uk/article/time-to-lead-a-new-industrial-revolution-chlsfhtvl
Waves
Revolutions
https://tradevistas.csis.org/industry-4-0-trade-rules-internet-things/
The robots are coming
1986
2017
An economic story? (i)
Temptation to see automation as
reduction of labour
http://www.pewinternet.org/2014/08/06/future-of-jobs/
An old story
“We are being afflicted with
a new disease of which
some readers may not yet
have heard the name, but of
which they will hear a great
deal in the years to come –
namely, technological
unemployment.”
(Keynes, 1931: 325)
Risks
https://www.theguardian.com/commentisfree/2018/apr/30/reality-automation-terrifying
https://twitter.com/kevin2kelly/status/721790341527896065
Jobs at risk
“Impacts”
The Impact of AI in
UK Constituencies:
Where will automation hit hardest?
http://futureadvocacy.com/wp-content/uploads/2018/04/FutureAdvocacy-GeographicalAI.pdf
Travelling “impacts”
https://www.pwc.co.uk/economic-services/ukeo/pwcukeo-section-4-automation-march-2017-v2.pdf
Travelling “impacts”
Please cite this paper as:
Arntz, M., T. Gregory and U. Zierahn (2016), “The Risk of
Automation for Jobs in OECD Countries: A Comparative
Analysis”, OECD Social, Employment and Migration Working
Papers, No. 189, OECD Publishing, Paris.
http://dx.doi.org/10.1787/5jlz9h56dvq7-en
OECD Social, Employment and Migration
Working Papers No. 189
The Risk of Automation for
Jobs in OECD Countries
A COMPARATIVE ANALYSIS
Melanie Arntz, Terry Gregory,
Ulrich Zierahn
JEL Classification: J20, J23, J24
https://www.oecd-ilibrary.org/social-issues-migration-health/the-risk-of-automation-for-jobs-in-oecd-countries_5jlz9h56dvq7-en
An economic story? (ii)
It’s not ‘roles’ but ‘tasks’ that are at risk
– e.g. robotic process automation
“These studies […] they assume that whole
occupations rather than single job-tasks are
automated by technology. As we argue, this might
lead to an overestimation of job automatibility, as
occupations labelled as high-risk occupations often
still contain a substantial share of tasks that are
hard to automate.” (Arntz et al. 2016: 4)
An economic story? (ii)
It’s not ‘roles’ but ‘tasks’ that are at risk
– e.g. robotic process automation
“These studies […] they assume that whole
occupations rather than single job-tasks are
automated by technology. As we argue, this might
lead to an overestimation of job automatibility, as
occupations labelled as high-risk occupations often
still contain a substantial share of tasks that are
hard to automate.” (Arntz et al. 2016: 4)
An economic story? (ii)
It’s not ‘roles’ but ‘tasks’ that are at risk
– e.g. robotic process automation
“These studies […] they assume that whole
occupations rather than single job-tasks are
automated by technology. As we argue, this might
lead to an overestimation of job automatibility, as
occupations labelled as high-risk occupations often
still contain a substantial share of tasks that are
hard to automate.” (Arntz et al. 2016: 4)
Travelling “impacts”
THE FUTURE OF EMPLOYMENT: HOW
SUSCEPTIBLE ARE JOBS TO
COMPUTERISATION?∗
Carl Benedikt Frey†
and Michael A. Osborne‡
September 17, 2013
.
Abstract
We examine how susceptible jobs are to computerisation. To as-
sess this, we begin by implementing a novel methodology to estimate
the probability of computerisation for 702 detailed occupations, using a
Gaussian process classifier. Based on these estimates, we examine ex-
pected impacts of future computerisation on US labour market outcomes,
with the primary objective of analysing the number of jobs at risk and
the relationship between an occupation’s probability of computerisation,
wages and educational attainment. According to our estimates, about 47
percent of total US employment is at risk. We further provide evidence
that wages and educational attainment exhibit a strong negative relation-
ship with an occupation’s probability of computerisation.
Keywords: Occupational Choice, Technological Change, Wage Inequal-
ity, Employment, Skill Demand
JEL Classification: E24, J24, J31, J62, O33.
∗
We thank the Oxford University Engineering Sciences Department and the Oxford Mar-
tin Programme on the Impacts of Future Technology for hosting the “Machines and Employ-
ment” Workshop. We are indebted to Stuart Armstrong, Nick Bostrom, Eris Chinellato, Mark
Cummins, Daniel Dewey, David Dorn, Alex Flint, Claudia Goldin, John Muellbauer, Vincent
Mueller, Paul Newman, Seán Ó hÉigeartaigh, Anders Sandberg, Murray Shanahan, and Keith
Woolcock for their excellent suggestions.
†
Oxford Martin School, University of Oxford, Oxford, OX1 1PT, United Kingdom,
carl.frey@oxfordmartin.ox.ac.uk.
‡
Department of Engineering Science, University of Oxford, Oxford, OX1 3PJ, United King-
dom, mosb@robots.ox.ac.uk.
1
https://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf
Business of “impacts”
www.pwc.co.uk/economics
Will robots really
steal our jobs?
An international analysis of
the potential long term
impact of automation
0
Accelerating
Automation
Plan your faster, smoother journey
link link link link
Travelling “facts”
Mobile but not immutable
(pace Latour 1999)
Travelling through a
‘landscape’ with
boundaries & barriers
(Morgan 2016)
http://www.cambridge.org/gb/academic/subject
s/philosophy/philosophy-science/how-well-do-
facts-travel-dissemination-reliable-
knowledge?format=PB&isbn=9780521159586
Geographic Imagination
Regions (still)
http://futureadvocacy.com/wp-content/uploads/2018/04/FutureAdvocacy-GeographicalAI.pdf
“Robotistan”
Copyright © 2013 HfS Research Ltd.
Insight. Advice. Benchmarking.HfS Research
Collaborative Sourcing Intelligencefor Global Business& I T Services
Outsourcing Smart Governance Disruptive TechnologiesT heK nowledgeCommunity
A Tour of Robotistan
Outsourcing's Cheapest Destination
25 April 2013
0355d550
https://www.horsesforsources.com/robotistan_011112
Fully automated luxury communism
https://www.theguardian.com/sustainable-business/2015/mar/18/fully-automated-luxury-communism-robots-employment
https://www.versobooks.com/books/2315-inventing-the-future
Directions
“Too often these purveyors of the future
have their backs to society, enchanted by
technological promise and blind to the
problems around them. It will require more
than robots to ensure that the future really
is different this time.”
(Wajcman, 2017: 126)
Read more
https://www.npr.org/sections/money/2015/05/21/408234543/will-your-job-be-done-by-a-machine
Some references
Arntz, M., T. Gregory and U. Zierahn (2016), "The Risk of Automation for Jobs in OECD Countries: A
Comparative Analysis", OECD Social, Employment and Migration Working Papers, No. 189, OECD
Publishing, Paris, https://doi.org/10.1787/5jlz9h56dvq7-en.
Autor David H. (2015) “Why Are There Still So Many Jobs? The History and Future of Workplace
Automation”. Journal of Economic Perspectives 29: 3-30.
Bright, J.R. (1958) Automation and Management. Boston, MA: Harvard University Press.
Brynjolfsson E and McAfee A. (2014) The Second Machine Age. New York: W. W. Norton.
Howlett, Peter and Morgan, Mary S. (2011) How Well Do Facts Travel? The Dissemination of Reliable
Knowledge. Cambridge: Cambridge University Press.
Keynes, JM. (1931) “Economic possibilities of our grandchildren”. In: Essays in Persuasion. MacMillian,
London, pp. 321-332.
Srnicek Nick and Williams Alex. (2015) Inventing the Future: Postcapitalism and a World Without Work,
London: Verso.
Thomas Horace. (1969) Automation for Management. London: Gower Press.
Wajcman Judy. (2017) “Automation: is it really different this time?” The British Journal of Sociology 68:
119-127.

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The Automative Imagination

  • 1. The Automative Imagination Sam Kinsley (Exeter) RGS-IBG 2018, Cardiff
  • 2. Citation Please cite as: Kinsley, Samuel (2018) “The Automative Imagination”. In New Geographies of Automation? (1), RGS-IBG Annual International Conference 2018. Cardiff, UK. 29th August.
  • 3. This talk 1. Automative? 2. Automation 3. Progress 4. Risks 5. Geographical Imagination
  • 5. Automative? ‘automatic’ ‘automated’ ‘Automative’ = the characteristics of automation } the subject/object of automation
  • 9. A problem of definitions “Something more automatic than previously existed in that plant, industry or location” (Bright, 1957: 6)
  • 10. BBC INSIDE THE FACTORY: SAUSAGES, SERIES 4, 24 JULY 2018 A clip from BBC programme: “Inside the Factory”, series 4 (24 July 2018)
  • 11. A problem of definitions “automation is a technology quite distinct from ‘mechanization’ and it is concerned with replacing or aiding human mental effort as distinct from aiding man’s [sic.] physical effort” (Thomas, 1969: 6)
  • 12. Connotations Consignment to redundancy Freedom from drudgery Increased productivity …a mark of progress?
  • 14. Automation anxiety “Whatever the future holds, the present clearly offers a resurgence of automation anxiety” (Autor, 2015: 4)
  • 15. Epoch
  • 17. Waves
  • 19. The robots are coming 1986 2017
  • 20. An economic story? (i) Temptation to see automation as reduction of labour http://www.pewinternet.org/2014/08/06/future-of-jobs/
  • 21. An old story “We are being afflicted with a new disease of which some readers may not yet have heard the name, but of which they will hear a great deal in the years to come – namely, technological unemployment.” (Keynes, 1931: 325)
  • 24. “Impacts” The Impact of AI in UK Constituencies: Where will automation hit hardest? http://futureadvocacy.com/wp-content/uploads/2018/04/FutureAdvocacy-GeographicalAI.pdf
  • 26. Travelling “impacts” Please cite this paper as: Arntz, M., T. Gregory and U. Zierahn (2016), “The Risk of Automation for Jobs in OECD Countries: A Comparative Analysis”, OECD Social, Employment and Migration Working Papers, No. 189, OECD Publishing, Paris. http://dx.doi.org/10.1787/5jlz9h56dvq7-en OECD Social, Employment and Migration Working Papers No. 189 The Risk of Automation for Jobs in OECD Countries A COMPARATIVE ANALYSIS Melanie Arntz, Terry Gregory, Ulrich Zierahn JEL Classification: J20, J23, J24 https://www.oecd-ilibrary.org/social-issues-migration-health/the-risk-of-automation-for-jobs-in-oecd-countries_5jlz9h56dvq7-en
  • 27. An economic story? (ii) It’s not ‘roles’ but ‘tasks’ that are at risk – e.g. robotic process automation “These studies […] they assume that whole occupations rather than single job-tasks are automated by technology. As we argue, this might lead to an overestimation of job automatibility, as occupations labelled as high-risk occupations often still contain a substantial share of tasks that are hard to automate.” (Arntz et al. 2016: 4)
  • 28. An economic story? (ii) It’s not ‘roles’ but ‘tasks’ that are at risk – e.g. robotic process automation “These studies […] they assume that whole occupations rather than single job-tasks are automated by technology. As we argue, this might lead to an overestimation of job automatibility, as occupations labelled as high-risk occupations often still contain a substantial share of tasks that are hard to automate.” (Arntz et al. 2016: 4)
  • 29. An economic story? (ii) It’s not ‘roles’ but ‘tasks’ that are at risk – e.g. robotic process automation “These studies […] they assume that whole occupations rather than single job-tasks are automated by technology. As we argue, this might lead to an overestimation of job automatibility, as occupations labelled as high-risk occupations often still contain a substantial share of tasks that are hard to automate.” (Arntz et al. 2016: 4)
  • 30. Travelling “impacts” THE FUTURE OF EMPLOYMENT: HOW SUSCEPTIBLE ARE JOBS TO COMPUTERISATION?∗ Carl Benedikt Frey† and Michael A. Osborne‡ September 17, 2013 . Abstract We examine how susceptible jobs are to computerisation. To as- sess this, we begin by implementing a novel methodology to estimate the probability of computerisation for 702 detailed occupations, using a Gaussian process classifier. Based on these estimates, we examine ex- pected impacts of future computerisation on US labour market outcomes, with the primary objective of analysing the number of jobs at risk and the relationship between an occupation’s probability of computerisation, wages and educational attainment. According to our estimates, about 47 percent of total US employment is at risk. We further provide evidence that wages and educational attainment exhibit a strong negative relation- ship with an occupation’s probability of computerisation. Keywords: Occupational Choice, Technological Change, Wage Inequal- ity, Employment, Skill Demand JEL Classification: E24, J24, J31, J62, O33. ∗ We thank the Oxford University Engineering Sciences Department and the Oxford Mar- tin Programme on the Impacts of Future Technology for hosting the “Machines and Employ- ment” Workshop. We are indebted to Stuart Armstrong, Nick Bostrom, Eris Chinellato, Mark Cummins, Daniel Dewey, David Dorn, Alex Flint, Claudia Goldin, John Muellbauer, Vincent Mueller, Paul Newman, Seán Ó hÉigeartaigh, Anders Sandberg, Murray Shanahan, and Keith Woolcock for their excellent suggestions. † Oxford Martin School, University of Oxford, Oxford, OX1 1PT, United Kingdom, carl.frey@oxfordmartin.ox.ac.uk. ‡ Department of Engineering Science, University of Oxford, Oxford, OX1 3PJ, United King- dom, mosb@robots.ox.ac.uk. 1 https://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf
  • 31. Business of “impacts” www.pwc.co.uk/economics Will robots really steal our jobs? An international analysis of the potential long term impact of automation 0 Accelerating Automation Plan your faster, smoother journey link link link link
  • 32. Travelling “facts” Mobile but not immutable (pace Latour 1999) Travelling through a ‘landscape’ with boundaries & barriers (Morgan 2016) http://www.cambridge.org/gb/academic/subject s/philosophy/philosophy-science/how-well-do- facts-travel-dissemination-reliable- knowledge?format=PB&isbn=9780521159586
  • 35. “Robotistan” Copyright © 2013 HfS Research Ltd. Insight. Advice. Benchmarking.HfS Research Collaborative Sourcing Intelligencefor Global Business& I T Services Outsourcing Smart Governance Disruptive TechnologiesT heK nowledgeCommunity A Tour of Robotistan Outsourcing's Cheapest Destination 25 April 2013 0355d550 https://www.horsesforsources.com/robotistan_011112
  • 36. Fully automated luxury communism https://www.theguardian.com/sustainable-business/2015/mar/18/fully-automated-luxury-communism-robots-employment https://www.versobooks.com/books/2315-inventing-the-future
  • 37. Directions “Too often these purveyors of the future have their backs to society, enchanted by technological promise and blind to the problems around them. It will require more than robots to ensure that the future really is different this time.” (Wajcman, 2017: 126)
  • 39. Some references Arntz, M., T. Gregory and U. Zierahn (2016), "The Risk of Automation for Jobs in OECD Countries: A Comparative Analysis", OECD Social, Employment and Migration Working Papers, No. 189, OECD Publishing, Paris, https://doi.org/10.1787/5jlz9h56dvq7-en. Autor David H. (2015) “Why Are There Still So Many Jobs? The History and Future of Workplace Automation”. Journal of Economic Perspectives 29: 3-30. Bright, J.R. (1958) Automation and Management. Boston, MA: Harvard University Press. Brynjolfsson E and McAfee A. (2014) The Second Machine Age. New York: W. W. Norton. Howlett, Peter and Morgan, Mary S. (2011) How Well Do Facts Travel? The Dissemination of Reliable Knowledge. Cambridge: Cambridge University Press. Keynes, JM. (1931) “Economic possibilities of our grandchildren”. In: Essays in Persuasion. MacMillian, London, pp. 321-332. Srnicek Nick and Williams Alex. (2015) Inventing the Future: Postcapitalism and a World Without Work, London: Verso. Thomas Horace. (1969) Automation for Management. London: Gower Press. Wajcman Judy. (2017) “Automation: is it really different this time?” The British Journal of Sociology 68: 119-127.