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why is this time different?
why this is great news
billions of chained 2005 dollars




       0
           2000
                  4000
                                8000
                                       10000
                                               12000
                                                       14000
                                                               16000




                         6000
1947


1950


1955


1960


1965


1970


1975


1980


1985


1990


1995
                                                                       American GDP, 1947-2012




2000


2005


2010
spending on food at home, cars, clothing, household furnishings and
housing and utilities, as a share of disposable functional income, 1950-2012
          60%


          55%


          50%


          45%


          40%


          35%


          30%


          25%

                1950   1960   1970   1980    1990   2000    2010
Old Media, Digitized, Make New Forms
Computers are changing art in unexpected ways.                                                                               Martin Gayford

                                                    On July 6, 1507, Michelangelo wrote from Bologna to his brother, Buonarroto. He was
                                                    engaged in casting a colossal bronze sculpture, of Pope Julius II, and because he was not
                                                    an expert in bronze casting, he had sent to Florence for someone who was: Bernardino
                                                    d'Antonio del Ponte di Milano, Master of Ordnance to the Republic of Florence.
                                                    Michelangelo had great faith in him, he told his brother: "I could have believed that
                                                    Maestro Bernardino could cast without fire." Though the initial attempt had not gone
                                                    well, he hoped that with "a great deal of anxiety, exertion, and expense" they would
                                                    eventually succeed—as indeed they did, although later the statue was melted down by
                                                    the pope's enemies and transformed, ironically, into a cannon.

                                                    Fast-forward a little over half a millennium, and the contemporary Swiss artist Urs
                                                    Fischer was also facing a technical challenge. He wanted to make a perfect facsimile of
                                                    Giambologna's intertwined three-figure marble sculpture The Rape of the Sabine
                                                    Women (1582) in candle wax (plus wax sculptures of an office chair and an artist friend
                                                    of his named Rudolf Stingel). Just like Michelangelo, he sought out technical
                                                    assistance—in his case Kunstgiesserei, an art foundry at St. Gallen in Switzerland. The
                                                    original 16th-century sculpture, in the Loggia dei Lanzi in Florence, was digitized by a
                                                    state-of-the-art optical scanner, and the resulting information was used to create a
Urs Fischer, Untitled, 2011.
                                                    model, then a mold, and, eventually, a sculpture in wax, precisely mimicking the stone
Wax, pigments, wicks, steel. On view at the 2011    of the original—plus wicks.
Venice Biennale. (See a gallery of additional art
works.)
“ Technology is a gift of God. After the gift of
 life it is perhaps the greatest of God’s gifts.
 It is the mother of civilizations, of arts and
                        “
 of sciences.
 - Freeman Dyson
what could possibly go wrong?
    economic challenges
returns to capital and to labor in the US
     0.12                                                                             113.0
                                               corporate profits as % of GDP
     0.11                                                                             111.0

     0.10                                                                             109.0

     0.09                                                                             107.0




                                                                                              (index 2005 = 100)
     0.08                                                                             105.0

     0.07                                                                             103.0
 %




     0.06                                                                             101.0

     0.05                                                                             99.0

     0.04                                                                             97.0

     0.03                                                                             95.0
                                                         wages as % of GDP
     0.02                                                                             93.0
            1940   1950   1960   1970   1980      1990      2000     2010      2020
THE BIG STORY
Home       Latest News
AP IMPACT: RECESSION, TECH KILL MIDDLE-CLASS JOBS
By BERNARD CONDON and PAUL WISEMAN - Jan. 23 4:37 PM EST

Home > American Express Co > AP IMPACT: Recession, tech kill middle-class jobs

                                            NEW YORK (AP) — Five years after the start of the Great
                                            Recession, the toll is terrifyingly clear: Millions of middle-class
                                            jobs have been lost in developed countries the world over.
                                            And the situation is even worse than it appears.

                                            Most of the jobs will never return, and millions more are likely to
                                            vanish as well, say experts who study the labor market. What's
                                            more, these jobs aren't just being lost to China and other
                                            developing countries, and they aren't just factory work.
                                            Increasingly, jobs are disappearing in the service sector, home to
                                            two-thirds of all workers.

                                            They're being obliterated by technology.
what could possibly go wrong?
     societal challenges
a tale of two workers
   = Ted
   college
   educated; manager, doctor, lawyer
   , engineer, scientist, professor, cont
   ent producer.
   = Bill
   no college; blue-collar, service, or
   low-level white-collar worker.
families in which the head of household or spouse worked
          40 or more hours in the preceding week
 90%



 80%
                                                  people like Ted


 70%
                                                  people like Bill


 60%



 50%
       1960   1970   1980   1990   2000    2010
men not making a living
35%


30%


25%
                                                     people like Bill
20%


15%                                                  people like Ted

10%


5%

                                      v
0%
      1960   1970      1980    1990    2000   2010
proportion of all whites ages 30-49 who self-report
            being in very happy marriages
70%



60%


                                                  people like Ted
50%



40%                                               people like Bill


30%



20%

      1960   1970   1980   1990    2000    2010
percentage of children living with both biological parents when the
                        mother was age 40
     95%


     85%


     75%
                                                        people like Ted
     65%


     55%                                                people like Bill

     45%


     35%


     25%
           1960   1970   1980    1990    2000    2010
voting turnout in presidential elections, 1968 - 2008
100%


90%


80%
                                                         people like Ted

70%
                                                         people like Bill
60%


50%


40%
        1960    1970     1980    1990    2000     2010
white prisoners
                                   1000
prisoners per 100,000 population



                                   800


                                                                                        people like Bill
                                   600


                                   400                                                  people like Ted


                                   200


                                     0
                                          1960   1970   1980   1990       2000   2010
“ Class, not race is the dominant…
 and becoming more dominant…“
 dimension of difficulty here.
 - Robert Putnam
“ Work saves a man from three great evils:
                           “
 boredom, vice and need.

 - Voltaire
what can we do?
“ America does half
 as well (on social
 mobility) as Nordic
 countries, & about
 the same as Britain
 and Italy, Europe’s  “
 least-mobile places.
these are tough challenges
 but we will meet them
Economics Focus
Marathon machine
Unskilled workers are struggling to keep up with technological change
It’s a Man vs. Machine Recovery
Companies have been buying technology instead of hiring, and Okun’s Law is broken




Bloomberg
By David J. Lynch
Robots are taking mid-level jobs, changing the economy
High-tech workers should fare well as tech transforms the workplace
By Sharon Gaudin
October 31, 2011 02:57 PM ET



Computerworld - CAMBRIDGE, Mass. -- Computers and robots will replace humans in
enough jobs that they will dramatically change the economy, said industry watchers and
MIT economists at a robotics symposium Monday. And, they said, the transition has
already started.

"What we're finally seeing is that our digital helpers aren’t just catching up to us, but, in
some cases, are passing us," said Andrew McAfee, an MIT economist and co-author of
the book Race Against the Machine. "In some head-to-head contests, machines have
raced past us."
When Machines Do The Work
               What will be our jobs? Never mind outsourcing, it’s machines moving in on the
with           workplace.
Tom Ashbrook
               Ever since machines came on the scene, humans worried they would steal their
               jobs. They did. But humans adapted. Found other jobs. My guests today, Erik
               Brynjolfsson and Andrew McAfee of MIT, say machines are now moving into the
               workplace at such a pace that humans can’t keep up.

               Not even in many white collar settings, where subtle new machine intelligence is
               now challenging pedigreed human professionals. Plumbers, you’re going to be
               ok. But what about the rest of us?

               This hour On Point: when machines do the work, how will humans make a living?
                                                                            -Tom Ashbrook
Look Out! There are Robots All Around
                                                                                 + Add to Playlist

           Listen to the Story                                                      Download

           Talk of the Nation                               [ 30 min 18 sec ]


                           April 4, 2012                                        text size A A   A
Explore David
                           Marketplace correspondent David Brancaccio wanted to see if
Brancaccio’s
                           it was possible to drive across the country without interacting
Marketplace series
                           with a human being – just machines. He discovered how
“Robots Ate My Job.”
                           technological advances – from factory robots to self-checkout
                           machines – are changing the future of U.S. jobs.
Editorial

When droids take your job
A duo from MIT argue that rapid computer advances may be vaporizing careers faster
than workers can train for new ones.
November 28,2011



The stubbornly high unemployment rate has left policymakers wondering whether there's something
more at work than just an unusually steep recession. Have the country, its businesses and its markets
changed in some fundamental way, leaving millions of Americans with skills that are no longer
needed? Economists are sharply divided on that point, but two from the Massachusetts Institute of
Technology make a compelling argument that the technology revolution is vaporizing careers faster
than many Americans can embark on new ones.
Murray slides
Murray slides
Murray slides
Murray slides
Murray slides

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Murray slides

  • 1.
  • 2.
  • 3.
  • 4.
  • 5. why is this time different?
  • 6.
  • 7.
  • 8.
  • 9. why this is great news
  • 10. billions of chained 2005 dollars 0 2000 4000 8000 10000 12000 14000 16000 6000 1947 1950 1955 1960 1965 1970 1975 1980 1985 1990 1995 American GDP, 1947-2012 2000 2005 2010
  • 11. spending on food at home, cars, clothing, household furnishings and housing and utilities, as a share of disposable functional income, 1950-2012 60% 55% 50% 45% 40% 35% 30% 25% 1950 1960 1970 1980 1990 2000 2010
  • 12.
  • 13.
  • 14.
  • 15.
  • 16. Old Media, Digitized, Make New Forms Computers are changing art in unexpected ways. Martin Gayford On July 6, 1507, Michelangelo wrote from Bologna to his brother, Buonarroto. He was engaged in casting a colossal bronze sculpture, of Pope Julius II, and because he was not an expert in bronze casting, he had sent to Florence for someone who was: Bernardino d'Antonio del Ponte di Milano, Master of Ordnance to the Republic of Florence. Michelangelo had great faith in him, he told his brother: "I could have believed that Maestro Bernardino could cast without fire." Though the initial attempt had not gone well, he hoped that with "a great deal of anxiety, exertion, and expense" they would eventually succeed—as indeed they did, although later the statue was melted down by the pope's enemies and transformed, ironically, into a cannon. Fast-forward a little over half a millennium, and the contemporary Swiss artist Urs Fischer was also facing a technical challenge. He wanted to make a perfect facsimile of Giambologna's intertwined three-figure marble sculpture The Rape of the Sabine Women (1582) in candle wax (plus wax sculptures of an office chair and an artist friend of his named Rudolf Stingel). Just like Michelangelo, he sought out technical assistance—in his case Kunstgiesserei, an art foundry at St. Gallen in Switzerland. The original 16th-century sculpture, in the Loggia dei Lanzi in Florence, was digitized by a state-of-the-art optical scanner, and the resulting information was used to create a Urs Fischer, Untitled, 2011. model, then a mold, and, eventually, a sculpture in wax, precisely mimicking the stone Wax, pigments, wicks, steel. On view at the 2011 of the original—plus wicks. Venice Biennale. (See a gallery of additional art works.)
  • 17. “ Technology is a gift of God. After the gift of life it is perhaps the greatest of God’s gifts. It is the mother of civilizations, of arts and “ of sciences. - Freeman Dyson
  • 18. what could possibly go wrong? economic challenges
  • 19.
  • 20. returns to capital and to labor in the US 0.12 113.0 corporate profits as % of GDP 0.11 111.0 0.10 109.0 0.09 107.0 (index 2005 = 100) 0.08 105.0 0.07 103.0 % 0.06 101.0 0.05 99.0 0.04 97.0 0.03 95.0 wages as % of GDP 0.02 93.0 1940 1950 1960 1970 1980 1990 2000 2010 2020
  • 21. THE BIG STORY Home Latest News AP IMPACT: RECESSION, TECH KILL MIDDLE-CLASS JOBS By BERNARD CONDON and PAUL WISEMAN - Jan. 23 4:37 PM EST Home > American Express Co > AP IMPACT: Recession, tech kill middle-class jobs NEW YORK (AP) — Five years after the start of the Great Recession, the toll is terrifyingly clear: Millions of middle-class jobs have been lost in developed countries the world over. And the situation is even worse than it appears. Most of the jobs will never return, and millions more are likely to vanish as well, say experts who study the labor market. What's more, these jobs aren't just being lost to China and other developing countries, and they aren't just factory work. Increasingly, jobs are disappearing in the service sector, home to two-thirds of all workers. They're being obliterated by technology.
  • 22. what could possibly go wrong? societal challenges
  • 23.
  • 24. a tale of two workers = Ted college educated; manager, doctor, lawyer , engineer, scientist, professor, cont ent producer. = Bill no college; blue-collar, service, or low-level white-collar worker.
  • 25. families in which the head of household or spouse worked 40 or more hours in the preceding week 90% 80% people like Ted 70% people like Bill 60% 50% 1960 1970 1980 1990 2000 2010
  • 26. men not making a living 35% 30% 25% people like Bill 20% 15% people like Ted 10% 5% v 0% 1960 1970 1980 1990 2000 2010
  • 27. proportion of all whites ages 30-49 who self-report being in very happy marriages 70% 60% people like Ted 50% 40% people like Bill 30% 20% 1960 1970 1980 1990 2000 2010
  • 28. percentage of children living with both biological parents when the mother was age 40 95% 85% 75% people like Ted 65% 55% people like Bill 45% 35% 25% 1960 1970 1980 1990 2000 2010
  • 29. voting turnout in presidential elections, 1968 - 2008 100% 90% 80% people like Ted 70% people like Bill 60% 50% 40% 1960 1970 1980 1990 2000 2010
  • 30. white prisoners 1000 prisoners per 100,000 population 800 people like Bill 600 400 people like Ted 200 0 1960 1970 1980 1990 2000 2010
  • 31. “ Class, not race is the dominant… and becoming more dominant…“ dimension of difficulty here. - Robert Putnam
  • 32. “ Work saves a man from three great evils: “ boredom, vice and need. - Voltaire
  • 33. what can we do?
  • 34.
  • 35.
  • 36. “ America does half as well (on social mobility) as Nordic countries, & about the same as Britain and Italy, Europe’s “ least-mobile places.
  • 37.
  • 38.
  • 39.
  • 40.
  • 41. these are tough challenges but we will meet them
  • 42.
  • 43. Economics Focus Marathon machine Unskilled workers are struggling to keep up with technological change
  • 44. It’s a Man vs. Machine Recovery Companies have been buying technology instead of hiring, and Okun’s Law is broken Bloomberg By David J. Lynch
  • 45. Robots are taking mid-level jobs, changing the economy High-tech workers should fare well as tech transforms the workplace By Sharon Gaudin October 31, 2011 02:57 PM ET Computerworld - CAMBRIDGE, Mass. -- Computers and robots will replace humans in enough jobs that they will dramatically change the economy, said industry watchers and MIT economists at a robotics symposium Monday. And, they said, the transition has already started. "What we're finally seeing is that our digital helpers aren’t just catching up to us, but, in some cases, are passing us," said Andrew McAfee, an MIT economist and co-author of the book Race Against the Machine. "In some head-to-head contests, machines have raced past us."
  • 46.
  • 47. When Machines Do The Work What will be our jobs? Never mind outsourcing, it’s machines moving in on the with workplace. Tom Ashbrook Ever since machines came on the scene, humans worried they would steal their jobs. They did. But humans adapted. Found other jobs. My guests today, Erik Brynjolfsson and Andrew McAfee of MIT, say machines are now moving into the workplace at such a pace that humans can’t keep up. Not even in many white collar settings, where subtle new machine intelligence is now challenging pedigreed human professionals. Plumbers, you’re going to be ok. But what about the rest of us? This hour On Point: when machines do the work, how will humans make a living? -Tom Ashbrook
  • 48. Look Out! There are Robots All Around + Add to Playlist Listen to the Story Download Talk of the Nation [ 30 min 18 sec ] April 4, 2012 text size A A A Explore David Marketplace correspondent David Brancaccio wanted to see if Brancaccio’s it was possible to drive across the country without interacting Marketplace series with a human being – just machines. He discovered how “Robots Ate My Job.” technological advances – from factory robots to self-checkout machines – are changing the future of U.S. jobs.
  • 49.
  • 50. Editorial When droids take your job A duo from MIT argue that rapid computer advances may be vaporizing careers faster than workers can train for new ones. November 28,2011 The stubbornly high unemployment rate has left policymakers wondering whether there's something more at work than just an unusually steep recession. Have the country, its businesses and its markets changed in some fundamental way, leaving millions of Americans with skills that are no longer needed? Economists are sharply divided on that point, but two from the Massachusetts Institute of Technology make a compelling argument that the technology revolution is vaporizing careers faster than many Americans can embark on new ones.

Editor's Notes

  1. Slides 59-63 should be part of the auto-advance slide show