Read The Glass Cage: Automation and Us Online
Authors: Nicholas Carr
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Abbott, Kathy, 55
accidents:
automotive, 7, 70, 91, 153, 154–55, 207, 208
plane, 43–45, 54, 55, 154, 169–70
accountants, accounting firms, 76–77
action, human, 85, 132, 147–51, 160, 210, 213–14, 215, 217, 218
hierarchy of, 65–66
Adams, Thomas, 191
adaptive automation, 165
Addiction by Design
(Schüll), 179
n
agriculture, 218, 222
Airbus A320 passenger jet, 50–52, 154
Airbus Industrie, 50–52, 168, 169–70
Air Force, U.S., 173
Air France Airbus A330, 45, 54, 169–70
airlines, 1, 43–46, 53–55, 59, 168–70, 172–73
air-traffic control, 170
Albaugh, James, 59
alert fatigue, 104
algorithms, 116–22
ethics and, 183–84, 186–87
predictive, 116–17, 123, 198
Amazon, 118, 195
American Health Information Community, 94
American Machinist
, 34, 174
Andreessen, Marc, 40
Android, 153, 199
animals:
body-object blending in, 150–51
killing of, 183–84, 185
animal studies, 87–92, 133, 219
antiaircraft guns, 35–36, 37, 41
anxiety, 14, 16, 19, 59, 220
Aporta, Claudio, 126–27
Apple, 41, 118, 136, 203
apprenticeship, 109, 113, 147
apps, 12, 13, 17, 33, 40, 91, 133, 202
gamification and, 179
n
see also specific apps
architects, architecture, 12, 69, 137–48, 167
“Are Human Beings Necessary?” (Russell), 39
Arendt, Hannah, 108, 227–28
Aristotle, 144, 224, 226
Army Air Forces, U.S., 49
Aronowitz, Stanley, 27–28
Arthur, W. Brian, 196–97
Arthur D. Little, 37
artificial intelligence, 111, 113, 118–20, 187
artistic skills, 10, 85
Asimov, Isaac, 184, 189, 257
n
Asimov’s Rules of Robotics, 184, 257
n
assembly lines, 34, 38, 39, 195
Associated Press, 29, 58
attention, 200, 219
attentional capacity, 90–91
attentional tunneling, 200–201, 202
attention deficit hyperactivity disorder, 220
automaticity, 81–85, 105–6
automatic transmission, 4, 5–6, 13–14
automation, 1–21, 30, 32–40, 59
attempts to rein in, 170–72
elements that characterize, 36
faith in, 65–66
fallacy about, 67
flight, 43–63, 100
in health care, 93–106
hierarchy of, 110–11
human- vs. technology-centered view of, 153–75
important and unsettling direction of, 193–99
invention and definition of word, 34–35, 237
n
limits of, 10–11
tool-user bond weakened by, 223
Yerkes-Dodson law and, 90–91
see also specific topics
Automation (Illingworth cartoon), 19, 33
Automation and Management
(Bright), 111–12
automation bias, 67–72, 122
automation complacency, 67–69, 71, 72, 74
Automation: Friend or Foe?
(Macmillan), 19–20
automation paradox, 91
Automation Specialties, 174
“Automation Surprises” (Sarter, Woods, and Billings), 162
automatization (proceduralization), 81–85
autonomy, 38, 61, 106, 108, 128, 131
autopilot, 43–63, 153, 154
Autor, David, 32
aviation, 43–63, 91, 100, 137–38, 215, 223
technology- vs. human-centered automation in, 165–66, 168–70, 172–73
see also
autopilot
Bainbridge, Lisanne, 157, 160
banks, banking, 115, 170–71
Baxter, Gordon, 77
behavior, changes in, 67, 97–100
being, 131, 133
Berardi, Franco, 118
Bhana, Hemant, 53
Bhidé, Amar, 77
bicycles, 51, 61
big data, 114
Big Data
(Cukier and Myer-Schonberger), 122
Billings, Charles, 162
Bilton, Nick, 204
body, 11, 63, 132, 159, 162, 165, 213–14, 215–20, 222–23, 224
mind vs., 148–51, 215, 216
sketching and, 142–43
transport and, 132
Boeing, 27, 168–69, 170
Boeing 737, 56
Bombardier Q400 turboprop, 43–44
bombsight technology, 49
Bonin, Pierre-Cédric, 45, 168–70
boredom, 5, 14, 16
Boy’s Will, A
(Frost), 212, 221
brain, 9–12, 20, 79–84, 148–51, 165, 169, 219
computer compared with, 119, 151
concentration and, 200
knowledge and, 9–10
navigation and, 129–33
of pilot, 57
technological, 36, 237
n
Braverman, Harry, 109–10
Bright, James, 110–12, 115, 237
n
Brillhart, Jacob, 147
Brin, Sergey, 199–201
Brooks, David, 128, 132
Brynjolfsson, Erik, 28–29, 30
Buffalo crash, 43–45, 154
Bush, George W., 93–94
business, 18, 28, 29, 30, 37, 38, 76, 112, 117, 168, 174–75, 196, 228
Buzsáki, György, 134–35
C-54 Skymaster transport plane, 49, 50
Cachin, Emil, 46–47, 232
California Polytechnic State University, 189
Campbell, Donald T., 122
cancer, 70–71
capital investments, 18, 28, 30, 31
capitalism, 21–22, 24, 28, 31, 109, 116, 160
Carlsen, Magnus, 82
cars and driving, 3–18, 34, 46
accidents, 7, 70, 91, 153, 154–55, 207, 208
author’s experience with, 3–6, 13–14, 80, 81
automation bias and, 69–70
GPS in, 128, 130, 136–37
luxury, 8
manual vs. automatic transmission in, 3–6
paper maps and, 130
self-driving, 6–8, 10, 12, 13, 120, 153–56, 183–87, 193, 204, 207, 208
while sleepy, 71–72
Cartesian dualism, 148–49
Cartlidge, John, 77
cartoons, 19, 33
Caruthers, Felix P., 174
cascading failures, 155
Centers for Disease Control, 220
Cerner Corporation, 96
Chabris, Christopher, 201
Chapanis, Alphonse, 158
Checklist Manifesto, The
(Gawande), 104
Cheng, Britte Haugan, 73
chess playing, 12, 121
China, 31, 167
Churchill, Winston, 139
CIA, 120
Cisco, 195
City University London, 70
Clark, Andy, 149–51
Clarke, Arthur C., 197–98
cloud computing, 195, 202, 209
cognition, cognitive skills, 11–12, 56–58, 71–74, 81, 120, 121, 148–51, 165
of doctors, 105
embodied, 149–51, 213
cognitive map, 129–30, 135
cognitive psychologists, 72–76, 81, 129–30
Colgan Air, 45
communication, 36, 163, 198
doctor-patient, 103–6
Communist Manifesto
(Marx and Engels), 225
computer-aided design (CAD), 138–42, 144, 145, 167, 219, 229–30
computer games, 75, 177–80, 219
computer programmers, 161, 162, 168
computers, 1, 2, 17, 33, 37, 38, 40, 159
architecture and design and, 138–47
automation and, 36, 43, 50–58, 62, 66–67, 69, 90, 91, 202–3
aviation and, 43, 46, 50–52, 54, 55, 57, 62, 153, 168, 170, 172–73
avocations and, 12
benefits of transferring work to, 17–18
boundary between humans and, 10–12
brain compared with, 119, 151
capabilities of, 8–9
in cars, 7, 8–9
costs of transferring work to, 18, 28, 30, 66–67
dependency on, 12–13
effects on workload of, 90, 91
ergonomics and, 164–68
expectation of aid of, 193–95
health care and, 93–106
human compared with, 153
as media devices, 219
memory experiment and, 79
mental processes and, 74
monitoring of, 17
oracle machine, 119–20
satellite-linked, 125–37
speed of, 118–22, 139, 156, 164, 173, 219
vocations and, 12
wearable, 12, 201
white-collar, 93–106
computer scientists, 156
computer simulation models, 93, 97
concentration, 200
Concours de la Sécurité en Aéroplane, 46
consciousness, 83, 119
n
, 121, 148–49, 150, 187
Continental Connection, 43–45, 54, 154
corporate auditors, 115
Cowen, Tyler, 31
craft workers, 23, 106, 109
Crawford, Kate, 122–23
Crawford, Matthew, 147–48
creativity, 10, 12, 14, 143, 144, 167, 206, 229
Cross, Nigel, 143–44
Csikszentmihalyi, Mihalyi, 14–16, 18, 85, 228–29
Cukier, Kenneth, 122
culture, 124, 131, 196, 198, 217, 220, 226
Curtiss C-2 biplane, 46–47
cutting grass, 215–16
Cybernetics, or Control and Communication in the Animal and the Machine
(Wiener), 38–39
cyborgs, 2
dancing mice, 87–92
Dancing Mouse, The
(Yerkes), 85–86
DARPA (Department of Defense laboratory), 165
Dassault, 140
data, 113, 114, 117, 119–22, 136, 167, 248
n
data fundamentalism, 122–23
data processing, 17, 195
decision aids, automated, 113–15, 166
drawbacks to, 77
decision making, 160, 166, 168
decision trees, 113–14
declarative knowledge, 9, 10–11, 83
Deep Blue, 12
degeneration effect, 65–85
automation complacency and bias and, 67–72
Whitehead’s views and, 65–67
dementia, 135–37
dependency, 130, 133, 136, 146, 203, 225
depression, 220
Descartes, René, 148, 216
design, designers, 137–47
computer-aided (CAD), 138–42, 144, 145, 167, 219, 229–30
human- vs. technology-centered automation and, 158–62, 164–65, 167–70, 172
parametric, 140–41
system, 155–57
video games as model for, 178–82
Designerly Ways of Knowing
(Cross), 143–44
desire, 15, 17, 20, 83, 161, 206–7, 210
to understand the world, 123–24
deskilling, 55, 100, 106–12, 115
Dewey, John, 148, 149, 220
diabetes, 245
n
–46
n
diagnostic testing, 70–71, 99, 102
DiFazio, William, 27–28
Digital Apollo
(Mindell), 60, 61
disease, 70–71, 113, 135–37, 245
n
–46
n
dislocation, 133
Do, Ellen Yi-Luen, 167
Doctor Algorithm, 154, 155
doctors, 12, 32, 70, 93–106, 114–15, 120, 123, 147, 155, 166, 173, 219
evidence-based medicine (EBM) and, 114, 123
patient’s relationship with, 103–6
primary-care, 100–104, 154
document discovery, 116
Dodson, John Dillingham, 88–89
Dorsey, Jack, 203
Dorsey, Julie, 167–68
Dostrovsky, Jonathan, 133
dot-com bubble, 117, 194, 195
drawing and sketching, 142–47
Dreyfus, Hubert, 82
driving,
see
cars and driving
drone strikes, 188
drugs, prescription, 220–21
Drum, Kevin, 225
Dyer-Witheford, Nick, 24
Dyson, Freeman, 175
Dyson, George, 20, 113
Eagle, Alan, 176
Ebbatson, Matthew, 55–56, 58
ebook, 29
economic growth, 22, 27, 30
economic stability, 20
Economist
, 225
economists, 9, 18, 22, 29, 30, 32–33, 109
economy, economics, 20, 25–33, 117
e-discovery, 116
education, 113, 120, 153
efficiency, 8, 17, 26, 58, 61, 114, 132, 139, 159, 173, 174, 176, 219
EMR and, 101, 102
factories and, 106–8
electric grid, 195–96
electronic medical records (EMR), 93–106, 114, 123, 245
n
–46
n
embodied cognition, 149–51, 213
Emerson, Ralph Waldo, 16, 232
End of Work, The
(Rifkin), 28
engagement, 14, 165
Engels, Friedrich, 225
Engineering a Safer World
(Leveson), 155–56
engineers, 34, 36–37, 46, 49, 50, 54, 59, 69, 119, 120, 139, 157–60, 162, 164, 168, 174, 175, 194, 196
Enlightenment, 159–60
entorhinal cortex, 134, 135
equilibrium, of aircraft, 61–62
ergonomics (human-factors engineering), 54, 158–60, 164–68
Ericsson, K. Anders, 84
essay-grading algorithms, 206
ethical choices, 18, 61, 183–93, 221–22
killer robots and, 187–93, 204
self-driving cars and, 183–87, 193, 204
top-down vs. bottom-up approach to, 189–91
Ethics and Emergency Science Group, 189
European Aviation Safety Agency, 58
evidence-based medicine (EBM), 114, 123
evolution, 137
experience, 1, 23, 121, 123, 124, 150, 190, 218, 219, 226
Experience Music Project, 140
“experience sampling” study, 14–15, 18
expert systems, 76–77
explicit knowledge, 9, 10–11, 83
eyeglasses, computerized, 199–202
eyes, 143, 148, 201, 216, 223
retina, 149–50
Facebook, 181–82, 201, 203, 205–6
factories, 22–26, 28, 106–8, 112, 118, 159, 174, 195, 222
Farrell, Simon, 74
Federal Aviation Administration (FAA), 1, 55, 170
feedback, 36–37, 84, 85, 105, 114, 160, 165, 169
negative, 71–72
from video games, 178–79
finance, 115–16, 120, 170–71, 173
financial meltdown (2008), 77
Fitts, Paul, 158
Flight
, 50, 59
flight automation, 1, 49–63
flight crews, 59
flight engineers, 59
flight simulators, 56, 200–201
flow, 84–85, 96, 179, 213
Flow
(Csikszentmihalyi), 14–15
fly-by-wire controls, 51–52, 55, 154, 168
Forces of Production
(Noble), 173–74
Ford Motor Company, 34, 35, 38, 39