Aaatiii, 222 Abbott, A., 585N Abbott, Larry, 170, 542N Abbott
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vsnk$all.qxd 7/8/05 9:06 AM Page 603 Index Page numbers in italics refer to illustrations. aaATIII, 222 principles of, 40–43 Abbott, A., 585n revisiting of, 491–96, 504n Abbott, Larry, 170, 542n second law of thermodynamics and, Abbott Laboratories, 282 39–40 ABC News, 393 world hunger solution and, 224 Abduljalil, A. M., 540n see also exponential growth Abeln, G. C., 562n, 563n acceleration, 10, 165 Abrams tanks, 332, 335 actin, 175, 199–200, 383 abstraction, 16, 175, 198 Acura RL, 287 “Accelerating Change” conference, 504n acute myeloblastic leukemia, 215 accelerating returns, law of, 3, 7–14, 29, adenosine triphosphate (ATP), 118, 232, 35–110, 371, 373, 432, 441, 457, 234, 238, 306, 399 507n–26n adenoviruses, 216 communications and, 35, 48–50, 48–50, Adept Technologies, 285 73, 76–77, 77, 97, 102, 245–46, Adleman, Leonard, 529n–30n 511n–12n Adrian, E. D., 154, 539n computer memory and, 57–58, 57, 58, Afghanistan, 280, 332, 334 59, 75–76, 75, 76, 96, 102 Africa: conservatism of social institutions and, AIDS in, 95, 470 472–73 GMO food in, 406, 414, 415 DNA sequencing and, 73–74, 73, 74, natural nuclear reactor in, 139–40, 503n 514n Web access in, 469 economic growth and, 96–110, 433, Age of Intelligent Machines, The (Kurzweil), 524n–26n 3, 24, 94, 275, 277, 279, 393, 497n, ETI and, 344 518n, 519n exponential growth in, 3, 7–14, 35, Age of Spiritual Machines, The (ASM) 40–46, 56–84, 57–65, 67, 69–71, 73–84, (Kurzweil), 3, 24, 113, 315–16, 361 96–101, 98, 99, 101, 106–10, 108, 257, catching a fly ball examined in, 178–79 498n molecular computing in, 121 farsighted evolution and, 47–50, 48–50 only-a-human cartoon in, 290–91, 291 fractal designs and, 46–47 promise vs. perils of technology in, information, order, and evolution and, 393–94, 427 85–94, 516n–23n AGEs (advanced glycation end-products), intelligence and, 265, 344, 349–51 220 Internet and, 78–81, 78–81, 95, 97, 516n aging, 100, 233 life cycle of a paradigm and, 43–46 of cells, 209 life cycle of technology and, 51–56 slowing and reversal of, 28, 141, 206, miniaturization and, 42–43, 45, 57–61, 210–21, 253, 256–57, 259, 323, 371, 57–60, 73, 82–84, 82–84, 96, 102, 227 373, 377, 397 Moore’s Law and, see Moore’s Law agriculture, 17, 18, 20, 536n nature of order and, 36–43 GMOs and, 414–15, 471 603 vsnk$all.qxd 7/8/05 9:06 AM Page 604 604 I NDEX agriculture (cont.) amino acids, 483 reduction in farm workforce and, 302, nanotechnology and, 233, 233, 234, 340, 583n 242 AI, see artificial intelligence; narrow AI; in proteins, 27, 47, 85, 148, 208–10, 309, strong AI 517n, 550n AIDS drugs, 95, 470 amygdala, 541n Air Force, U.S., 280, 335 amyloid plaque, 220, 550n Air Force Strategic Missiles Evaluation analog, analog operations: Committee, 401 in brain, 71, 126, 147–51, 428, 442, 483 airplanes, aviation, 138, 146, 246, 266, 397, criticism from, 428, 442 409, 420 digital vs., 14, 126, 147, 149–50, 308, 428, Bernoulli’s principle and, 265 442, 461, 519n guidance for, 8, 255, 276, 413, 435–36, image sensors, 533n 456 Mead’s use of, 89, 188 air pollution, 243 transistors’ use of, 126, 149–50, 151, 188, airports, 284 189, 442, 443 air pressure, 265 ANALOGY, 569n Akers, Nick, 247–48, 595n Ananthaswamy, Anil, 553n alanine, 210 Andberg, Anders, 591n alcohol, 247–48 Anderson, Mark K., 527n algebra, 283 Anderson,M.C., 544n algorithmic information content (AIC), 37, Anderson, W. French, 196, 548n 38 anger, 193, 379, 389, 477–78 algorithms, 5, 444, 445, 461, 522n Anger, Natalie, 551n brain-modeling, 148–49 angiogenesis, blocking of, 218, 222 brain reverse engineering and, 147 animal rights, 378 Church-Turing thesis and, 454, 455 animals: data compression, 516n–17n antiaging experiments in, 220–21 decision or halting problem and, 601n blood-brain barrier in, 163 DNA computing and, 118 brain of, 4, 129, 145, 169 equivalence principle and, 136–37, 536n cloning of, 221, 222, 555n–56n learning, 156 consciousness of, 378, 466–68 minimax, 275–77 defensive technologies tested on, 416 neural net, 269, 570n–74n elimination of suffering of, 224, 379 parallelizing of, 439 gene therapy in, 215, 216 reversible computing and, 130–31, 132 medical nanobots in, 254–55 self-organizing, 146, 439–40, 481, 538n; memory in, 48 see also evolutionary (genetic) moratorium on transplantation of algorithms vascularized organs of, 418 software, 428, 438–42 motion detection in, 188 Allan, Alasdair, 281 observation by, 47, 48 Allen, Paul, 343 pattern recognition in, 16 Allen Telescope Array, 343, 343 pigmentation of, 90 Allis, G., 561n SARS virus in, 402 Allison, Graham, 596n transgenic, 215, 222 Allsop, A., 552n xenografts and, 418, 598n alpha (fine-structure constant), 140, 356, see also specific animals 503n Anissimov, Michael, 10, 299, 320, 321 ALT-711 (phenacyldimenthylthiazolium ant colonies, 151 chloride), 220 Anthes, Gary H., 570n aluminum, 245, 246 Anthropic Cosmological Principle, The Alzheimer’s disease, 549n (Barrow and Tipler), 500n biotechnology and, 209, 220, 555n anthropic principle, 15, 357, 359–64, brain reverse engineering and, 144, 188 499n–501n Ameisen, J. C., 557n antibiotics, 306, 409 vsnk$all.qxd 7/8/05 9:06 AM Page 605 I NDEX 605 antibodies, 242, 255, 425 nonbiological intelligence; robots, antigens, 218 robotics antiparticles, 363, 486–87, 503n, 521n art programs, recursive search and, 273, antiviral medications, 511n 577n–80n apes, 72, 191, 193, 387, 509n Asaad, W. F., 542n see also specific apes Ascent Technology, 284 apical dendrites, 191–92, 192 Asia, 95, 469 Apo-A-I Milano (AAIM), 217 GMOs in, 471 application-specific integrated circuits poverty in, 99, 470 (ASICs), 125, 135, 276, 445 vitamin A deficiency in, 414 Arai, K. I., 584n ASICs, see application-specific integrated Arbib, Michael A., 190, 548n circuits arginine, 210 Asilomar conference, 402, 418 Argonne National Laboratory, 283 Ask MSR (Ask MicroSoft Research), 286–87 Aristotle, 154, 337, 539n Association of American Publishers, 497n Aristov, V.V., 516n asteroids, 20, 40, 281, 398, 405–6 arm: astrocytes, 177 of kinematic constructor, 228, 229 astrophysics, singularity in, 23, 486, 487, of nanobot, 229–30, 233 503n of octopus, 181, 544n Atanassov, P., 595n Army,U.S., 280, 312, 331–32, 336 atherosclerosis, 212, 217, 257 Army Science Advisory Group (ASAG), 331 At Home in the Universe (Kauffman), 509n Arndt, Michael, 580n, 581n atomic bomb, 392–93, 404, 408, 594n Arnold, Michael S., 527n atomic-force microscope (AFM), 138, 237, ARPANET, 78 536n art, 17, 18, 20, 145, 191, 340, 498n atomic memory drive, 115 as knowledge, 372, 375 atoms, 5, 14, 85, 168, 198, 210, 383, 404, pattern and, 388 499n Artificial General Intelligence Research computational capacity and, 131, 133, Institute, 599n 138 artificial intelligence (AI), 8, 111, 144, 240, information in, 14, 15, 119, 131, 134, 438 536n Bayesian nets and, 267–68, 280 nanotechnology and, 226, 227, 228, 234, combining methods in, 278–79, 293 240, 244, 251, 253 defined, 265 ATP, see adenosine triphosphate development of, 497n atrasentan, 218 divergence of human intelligence and, Audience, Inc., 530n 146 Audio Spotlight systems, 313 education of, 202–3, 294 auditory cortex, 124 expert systems and, 266–67, 280, 282–83 auditory nerve, 195 genetic algorithms and, see evolutionary auditory system, human, 153, 165, 438, (genetic) algorithms 530n Lanier’s views on, 441 scanning of, 165 Markov models and, see Markov models Watts’s model of, 123–24, 147–48, narrow, see narrow AI 183–84, 185, 443, 452, 530n, 545n–47n neural nets and, see neural nets auditory virtual reality, 105, 310, 312–13, recursive search and, 272–73, 279, 318, 472 576n–80n Augarten, Stan, 513n from simple rules, 91–94 Augsburg, University of, 536n in software, 428 Australia, 128, 398, 433 strong, see strong AI Australopithecines, 509n toolkit of, 265–73, 278–79, 293, 435, 439, Austria, Austrians, 2, 327 456, 570n–80n autoimmune reactions: winter of, 263–66, 289, 569n biological, 223, 233, 255, 417, 426 see also computers, computation; nanobot, 417 vsnk$all.qxd 7/8/05 9:06 AM Page 606 606 I NDEX automation, 31, 65, 108, 340, 507n basis functions, 179, 544n in investing, 265, 435 batteries, 133, 246, 248 with robots, 285 Bayes, Thomas, 267, 570n autonomic computing, 284, 437 Bayesian nets (belief networks), 267–68, autonomous, semi-intelligent 280 observatories, 281 Bayles, Fred, 588n Autonomous Intelligent Network and “Be a Scientist, Save the World” (Smalley), Systems (AINS) program, 333 241 avastin, 218 beauty, 310, 389, 476 Aviram, Avi, 115, 528n Beethoven, Ludwig van, 378 Avouris, Phaedon, 527n Begley, Sharon, 542n, 543n axons, 124, 145, 150, 154–55, 176, 192, 428, behavior, 378, 380, 385 452 Bekenstein, Jacob D., 593n belief networks, see Bayesian nets Babbage, Charles, 93–94 Bell, Anthony J., 169–70, 444–46, 448–51, Babcock, Alpheus, 53 542n, 600n babies, 190 Bell, Gordon, 328 “designer,”215, 225–26, 553n Bellis, Mary, 515n baboons, HIV-type xenoviruses in, 418 Bender, Eric, 589n Bachand, George, 560n, 561n, 585n Benenson, Y., 530n backpropagation, 156 Bennett, Charles H., 130, 534n bacteria, 220, 282, 317, 367, 397 Bennett, James, 598n blood-brain barrier and, 163 Benson, E., 542n cultivation of, 594n Bentley, Jon, 438, 600n in digestive system, 386 Berg, Paul, 418 eukaryotic, 17, 18, 450, 583n Berger, Ted, 188, 195 flagellum of, 440 Bergeron, Bryan, 328–29, 588n future of, 297–98 Berndt, E. R., 512n genetic engineering and, 393 Bernoulli’s principle, 265 nanotechnology and, 226, 233, 236, 248, Bernstein, Michael, 526 254, 255 Bernstein, N., 544n protein synthesis and, 551n Berra, Yogi, 14 Baguisi, A., 556n beta-carotene, 414 Bai, Q., 584n beta-catenin, 505n Bailey, Patrick, 562n Beveridge, W.