Read Gödel, Escher, Bach: An Eternal Golden Braid Online
Authors: Douglas R. Hofstadter
Tags: #Computers, #Art, #Classical, #Symmetry, #Bach; Johann Sebastian, #Individual Artists, #Science, #Science & Technology, #Philosophy, #General, #Metamathematics, #Intelligence (AI) & Semantics, #G'odel; Kurt, #Music, #Logic, #Biography & Autobiography, #Mathematics, #Genres & Styles, #Artificial Intelligence, #Escher; M. C
self-programmed objects, 685-86, 691-92 self-proving sentences, 542-43 self-quoting sentence, 426, 496-97
self-reference: Bach and, 86; banning, 21-23; as cause of essential incompleteness, 465, 470-71;
focusing of, 438, 443, 445-48; Gddelian, 17-18, 271, 447-49, 497, 502, 533, 667, 738; indirect, 21, 85, 204, 436-37, 502, 667, 738-39; many leveled. 742; near miss, 437; Quine method,
431-37, 445-46, 449, 497-99, 531; by translation, 502
self-reference and self-replication, compared, 530, 533-34, 541-43
self-referential sentences, 435-37, 477, 495-99, 501
self-rep: by augmentation, 503; canons and, 501, 503; differentiating, 546; epigenesis and, 160; by error message, 503; inexact, 500-503, 546; by retrograde motion, 500-501; by translation, 501; trivial, 499; typogenetical, 512-13 self-snuffing, 701-2
self-swallowing sets, 20
self-symbol, 385, 387-88, 709; free will and, 710-14; inevitability of, 388
self-transcendence, 477-78, 479 self-unawareness, irony of, 328, 330, 331, 630 semantic classes, 621, 630
semantic networks, 370-72; see also concept network
semi-interpretations, 189, 196
semiformal systems, 216; see also geometry, Euclidean
senseless loops, 679 sentences in TNT, 208-9 Sentences P and Q, 436-37
sequences of integers, 73, 135-39, 173-74, 408 set theory, 20-23
sets F and G, 73
1729, 204-5, 210-11, 345, 393, 551, 564-855 Shadows, The (Magritte), 480 Shakespeare, Wm., 96, 595, 598, 608, 736 Shandy Double-Dandy, 611 shared code, 387
Shepard, Roger, 717-19 Shepard tones, 717-19
shielding of lower levels, see inaccessibility SHRDLU, 586-93, 599, 627-32, 674 Shuzan, 251
Sierpifiski, W., 404
signals, crisscrossing, 322-23 signature, visual, 347-48 Silberescher, Lowen, 394
Silbermann, Gottfried, 3, 4 silver, 173
Simon, Herbert A., 303, 305
simple, complex, hypercomplex cells, see neurons Simpficio, see Salviati Contents
XXXIII
simplicity, 172, 560, 615
simulation: of entire brain, 572-73; of neural networks, 571-72
Six-Part Ricercar (Bach), 4-7, 719, 739-42 skater metaphor, 412-13
skeletons (recursion), 140-41; see also bottom 4
skimming off top levels, 309, 325, 326, 358-59, 568-79
slinky, 337
slippage, conceptual, 633-40. 641-44, 654-56,
672; see also conceptual mapping Sloth, 633-40, 643. 681-83, 722 Sloth Canon (Bach), 9, 666, 683 Sloth Canon (Dialogue), 738
SLOTHs, 684-719
slots, 645, 650-53, 656-57, 668 Smalltalk, 662
smart-stupids, 721-42
Smoke Signal 67, 702
SMUT, 6, 80, 155-57, 202, 682, 718, 740 soap cake, 497
soft-louds, see pianos
software and hardware: in brain, 346, 356-57, 686, 709; defined, 301
soldier ants, 318
Sonata for Unaccompanied Achilles, 502-3
Sonata for violin and clavier in F minor (Bach), 162
Sonatas and partitas for unaccompanied violin (Bach), 62, 63, 70-71, 257, 502 song, selfreproducing, 500
"Song Without Time or Season, A", 483 songs, recombinant, 607-8
sonnets, 596, 608, 736
soulism, 385, 472, 574, 597, 686, 708
spaces: abstract, 457; of behavior, 306, 307, 363, 621; of integers, 502
spare tire, 670
Sperry, Roger, 710
Sphex wasp, 360-61, 613-14
spiderwebs, 371-72, 617
splitting-off, 353-54, 664; see also classes vs. instances
stacks, pushdown, 127-35, 136, 610-11
starting positions in Art of Zen strings, 239-40, 241
State of Grace (Magritte), 481
statistical mechanics, see gases
Sterner, Geo., 166-67, 642-43, 670 Stent, Gunther, 514
stomach processes, 572
strands: of DNA and RNA, 514-18; in Typogenetics, 508-13, 514
Strange Loops: abolishment of, 21-23; with Babbage and Turing, 737; in Bach, 10, 719; in Central Dogmap, 534; consciousness and, 709-10; contrasted with feedback, 545, 691; defined, 10; in Escher, 10-15, 714-17; in Godel, 15-17, 24; in government, 692-93; in language, 22, 691; in the mind, 27, 691-92; in molecular biology, 231, 532-34, 545, 546-48; in Principia Mathematica, 24; surprise element necessary in, 691; in TNT, see TNT, introspection of; see also Tangled Hierarchies, level-mixing, levelconflicts, level-confusion, etc.
street nuisances, 25, 726-27, 729
stretto, 314, 738
Contents
XXXIV
String Manipulation Rules, 240-42
strings: defined, 33-34; folded, 234-44, 427 structure vs. function, 522, 670-71; see also use vs.
mention, syntax vs. semantics style, 148, 371
SUB (TNT-formula), 444-45
subbrains, see subsystems
subdescriptions, etc. 650-51; see also recursive structure of ideas subframes, etc., 644-45; see abo recursive structure of ideas
subject vs. object, 698-99; see also dualism, use vs. mention, symbol vs. object subjunc-TV, 635110
subjunctive instant replays, see instant replays subjunctives, see counterfactuals suborganisms, see subsystems subroutines, 150, 292, 471, 677 substitution notation in TNT, defined, 224 substitution relationship (ingredient in Godel's proof), 443-45, 497
substrate: of Epimenides sentence, 581, 584-85; mental, necessity of, for analogical thought, 569-71; mental, noninterpretability of, 570-71; mental, simulation of, 571-72; of proteins, 529
subsystems of brain, 385-88, 725 subtraction, 52-53, 411-12
sufficiently powerful systems, 86, 101, 406-7, 430, 460, 530
Suites for unaccompanied cello (Bach), 70-71 summarizing string, 221-22, 450-51
superconductivity, 304-5 superinielligence, 679
supernatural numbers, 223, 453-56, 458-59, 467 supernatural proofs, 454-55
supertangling, 688
surrealism, 700
Sussman, Gerald, 664
Swieten, Baron Gottfried van, 6-7
Switcheroo, Q. q., 187
symbol-level description of brain, 349-51
symbol vs. object, 699-706; see also subject vs. object, use vs. mention, etc.
symbols: active vs. passive, 324-25, 327-28, 337-38; Al realizations of, 662-63, 665; in ant colonies, 324-28, 330; borderlines between, 354-57, 359-60; as brush strokes, 351; compared with neurons, 350, 371; compared with ripples, 356-37; conceptual scope of, 350-51; dormant, 327, 349, 355-56, 384; form of, 348, 356-57, 361; free will and, 712-14; funneling and, 347; of insects, 360-61; invariant core of, 349; joint activation of, 351, 354-56, 359, 361, 365, 584-85, 664-65, 675; message-exchange and, 350, 371, 662-63; modes of activation of, 349-57, 361; need of, for originality, 609; neural substrate of, 356-57, 570; no access to substrate by, see inaccessibility; overcrowding of, 358; overlap of, 348-49, 356-57; potential, 355-56, 382-84; universal, 375-76; vs. neurons, 348, 356-57, 361; vs. signals, 325-27, 349-50
synapses, 339
syntax vs. semantics, 626-27, 630-32, 676; see also form, syntactic vs. semantic system, boundaries of, 37-38; see also jumping out of the system
System crash, 116
systems, reliable vs. unreliable, 307
T (Tarski's formula), 580-81
Contents
XXXV
't'-concept, 'h'-concept, 'c -concept, 326 T-even phages, 540, 542 T-level, see tangled level table of nontheorems, 66 Tagore, Rabindranath, 169
Tangled Hierarchies: in art, 704; defined, 10; of
genetics, 532-34, 546-48, 688; of meta
mathematics, 458, 532-34; of mind, 691-92, 709-10, 719; near miss, 691; in Propositional Calculus, 194; of self-modifying chess, 688; of
Tortoises reasoning, 177-80; of Typogenetics,
513, 688
tangled level, 688 Tanguy, Yves, 700
tape recorders, 485, 519, 523, 525-28 Tarski, Alfred, 579-81 Tarski-Church-Turing Theorem. 561, 581 Tarski's Theorem, 579, 580-81, 584-85, 697 Taube, Mortimer, 574
Taurinus, F..4., 92
IrC_battles, 75-78, 406-7, 424, 467-70, 478, 483-88, 536-41, 721
tea. 153-54, 231, 275, 322-23, 333, 549, 557, 558, 561
teleological vs. evolutionary viewpoint, 320-22 telephone calls, 61-63, 127-28. 161; obscene, 431, 437
telephone systems, 296, 663 telephones, 302
television, 285, 348, 478, 484, 487-93, 634-40 telophase, 667-68
templates: for Bongard problems, 650-53,
656-57; vs. instructions, see instructions vs. tem
plates, programs vs. data
tension and resolution, 121-23, 129-30, 227 tentativity, 646, 651, 654-56, 672 termination tester, 425-29 terminators (FlooP), 425-29 terms (TNT), 206-7, 213, 214
tertiary structure: of proteins, 519-22, 525-27; of
tRNA, 524; of typoenzymes, 510-11, 512, 519 Tesler, Lawrence G., 601
Tesler's Theorem, 601, 623; see also paradox of Al, jumping out of the system, essential in completeness
tesselations, 68, 69, 198, 667
tests vs. functions in BlooP and FlooP, 413, 418 text-handling by computers, 301 T4
phage, 537-41
"the" 586, 629-30
theorem-numbers, 264-67, 269-70, 440-43, 451 theorem-proving, mechanical, 602, 609, 617-19 theorems: defined, 35; systematic enumeration of,
39-40, 48, 471-73, 578, 615, 617-18; vs. non
theorems, 39-41, 66-67, 70, 71-73, 190-91,
416-17, 560, 579-80; vs. rules, 43-45, 193-94,
509-10; vs. Theorems, 35, 193; vs. truths,
49-54, 70-71, 86-102, 190-97, 213, 221-23,
228-30, see also consistency, completeness,
Godel's Theorem, consequences of
Theseus and Ariadne, 130 thinking, speed of, 679
30, as possible MIU-number, 265-67 "this sentence", 436, 495-98, 499 thought, substrate of, 559
3n+1 problem, 400-2; see also wondrous and un wondrous numbers
Three Spheres If (Escher), 258 310-system, 261-67
Three Worlds (Escher), 247, 256 thymine, see nucleotides tilde, 183, 191-92, 554
Contents
XXXVI
timesharing, 296, 354-55, 387, 730
TNT, 204-30; absolute geometry and, 451-52; austere, 211, 214, 216, 268, 442, 534; axioms of,
215-17, 222-23; as code, 265-67; consistency of, 229-30, 449-50; extended, axioms of, 451-52, 466-68; extensions of, 451-59, 465-68; FIGURE-FIGURE figure and, 70; as general metalanguage, 265-67; goals of, 60; incompleteness of, see incompleteness; introspection of, 17, 194, 267-72, 406, 438, 443, 449-50, 698, 707-8; as its own metalanguage, 267-72, 441-46, 514; plight of, pigorial version, 71; relaxed, 228; rules of formation, table of, 213-14; rules of inference, 215, 217-15; sixth axiom of, 222-23, 451-55, 459, 465-68; well-formedness in, 205-15
TNT-derivations compared with machine language, 291
TNT-level, explanations on, 708
TNT-numbers, 269-70; see also theorem-numbers
TNT + G, 465-67, 471
TNT + G + G', etc., 467-71
TNT + -G, 467
tobacco mosaic virus, 484-85, 542, 543
Todelization, repeatability of, 76-78, 424, 467-70, 483-86; see also Godelization, essential incompleteness, answer schemas, etc.
Todel's Theorem, 486, 536
Tokusan, 189-90
tonic, musical, 121-23, 129-30
Tortoise: answer-schemas and, 475; Carroll paradox and, 46, 193, 684-85, 693; Crab Canon and, 204, 666-67; degenerate solution by, 669; Diophantine equations and, 4590; as harpsichord, 502; initial letter of, 231, 507, 667; mentioned, 102, 170, 267; origin of, 28-29; picture of, 42; recursion and, 128-30; 149; use of words by, 181; vs. Crab, 84-86, 271, 406, 424, 467-69, 540, 543; Zen string made by, 272; in ZET cycle, 94-95
Tortoise-pairs, 416, 441, 448; compared with proof-pairs, 441, 448
Tortoise property, 395-97, 415-18, 425, 426, 441, 448
Tortoise's love song, 435-36
Tortoise's method, see Todelization
T6zan, 190, 255, 257, 479
tq-system, 64-67
transcendentalism, 704
transcription: DNA to mRNA, 517, 524, 527-28, 530, 533, 536, 538, 540-41, 544-45; DNA to tRNA, 425; koans to messengers, 235-36, 238, 239, 242; letters to notes, 83; prevention of, 544-45
transfer RNA, see tRNA
translation: between computer languages, 192-95, 297-98, 306, 380-81, 547, 632; between levels of a brain, 349, 381-84, 709; between natural languages, difficulties of, 372-73, 379-80; between TNT and meta-TNT, 267-72, 441-46, 709; of Crime and Punishment, 379-80.; English to TNT, 209-13, 215, 417; of "Jabberwocky", 372-73, 379; levels of fidelity in, 379-80; mechanical, 380, 601, 603; of messengers into strings, 234-36; mRNA to proteins, 485, 518-19, 522-25, 527-28, 531-36, 538, 545, 546-48; from N
to Meta-TNT, 533; from score to sounds, 83; in Typogenetics, 509-10, 512-13
transparency to user, 629, 632
Contents
XXXVII
trees: look-ahead, see look-ahead trees; recursive diagrams, 40„ 71, 135-37; of theorems, 40, 71
triggering patterns of symbols: dependence on meaningless lower levels, 569; isomorphism between minds and, 369, 376; isomorphism between physical law and, 362; as key to meaning, 325, 327, 350, 360, 385, 609; mediated by mes-triggering patterns of symbols (continued)
sages, 350, 371; for melodies, 364; nouns vs. verbs, 361; randomness in, 673
triggers: DNA as, 160-61; dormant symbols and, 281, 383, 384; frame messages and, 162; jukeboxes and, 160-61, 170-71, 174, 500; koans as, 246; music and, 162-63, 281, 383, 583; outer messages and, 166, 169, 170-71, 174, 501
Trio Sonata from the Musical Offering (Bach), 7-8, 720, 724, 726
Tripitaka, 257
trip-lets, cover, xiv, 1, 28, 273 tRNA, 522-24, 547, 548
Trojan Horse, 538
truth: capturability by symbol manipulation, 53-60; elusiveness of, 694-95; inexpressible in TNT, 580-81; not fully mirrorable in brain, 584-85; vs. beauty, 554-58, 584; vs.
commercials, 478; vs. falsity, 70, 71, 213, 228-29, 417, 561, 579-81