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
board evaluation: static and dynamic, 604-5, 611;
Strange Loops in. 604-5
Bodhidharnta, 232, 238, 245. 252, 625 Bolvai, Farkas, 92
Bolyai, Janos, 91-92 Bongard, M., 646
Bongard problems, 646-62, 664. 669, 674; uni
versality of, 661-62
Boole, Geo., 20, 404, 600 Boolean Buddhism, 577 boomerangs, 75, 84, 267, 472
bootstrapping, 24, 293-94, 524, 548
bottom (recursion), 139-40; see also skeletons bottom-up vs. top-down, 48-49
bottoming out, 133-35, 151, 259, 301, 650
boustrophedonic writing, 168-69, 176
boxed systems, 469-70, 543
Boyle's law, 308; see also gases
brains: ant colonies and, 315-16, 318, 324-25, 350, 358-59; as ATN-colonies, 359; as mathematical objects, 559; Epimenides paradox and, 584-85; formal systems and, 337-38, 559-62, 569-79, 584-85, 676, see also Church-Turing Thesis, formal vs. informal systems, brains and rules; frame and outer messages and, 170-71; mappings between, 341-42, 345-46, 369-82; music and, 163; operating systems and, 296; programmability of, 302; rules and, 26-27, 676, see also brains and formal systems; suborgans of, 340-41; thoughts and, 337-65; vs. minds, 576; see also minds, intelligence, etc.
Breton, Andre, 700
"British Grenadiers, The", 607
Brouwer, Luitzen E. J., 404
Buddha-nature, 233, 234, 238-44
Butterflies (Escher), 147-48
Buxtehude, Dietrich, 335
Byrd, Donald, see SMUT
Byron, Lord, 25
C-svstem, 65-67, 71-72
CAGE (acrorn.m), 174-75 C-A-G-E (melody), 156-57
Cage, John, 156-57, 163-64, 167, 174-75, 556,
Contents
VII
699-700, 704
calculating prodigies, see idiots savants Canon by Intervallic Augmentation, 525
"Canon per augmentationem et contrario motu"
(Bach), see Sloth Canon
,,Canon per Tonos" (Bach), see Endlessly Rising Canon
canons: copies and, 8-9, 146; Dialogues and, 665-69, 738; Escher drawings and, 15; in Goldberg Variations, 392; in Musical Offering 7-10, 726-27; polyribosomes and, 526-28; self-refs and, 501-3; structure of, 8-10; two-tiered,
527-28; see also individual canons, fugues
Cantor, Georg, 20, 216, 418, 421, 422-24
Cantor set, 142 .Cantorcrostipunctus", 424
Capitalized Essences, 29
car radio. 670-71
cardinalitv, intuitive sense of, 567
Carroll, John B., 630
Canon, Lewis, 20, 28, 46, 192, 372, 681; material by, 43-45. 366-68
Carroll paradox: 28, 43-45, 681; evidence ver
sion, 693-94; message version, 170: problem
po4ed by, 46. 181; proof version, 192-93; Sam
uel's argument and, 684-85; symbolized, 193; see also infinite regress cascades, 224, 529, 626, 664
caste distribution: encoding of knowledge in, 319,
324-28, 359; meaning of, 321-24; updating of,
318-19, 324
catalogues of programs (Blue, Green, Red), 419,
427-28
catalysts, 528-29
cats, 313, 343-46, 532 causality, types of, 709-10 CCrab, see ATTACCA ceilings, see loops, bounded: BlooP celestial mechanics, 353-54 CELLS (BIooP), 410-11
cellular processes, as models for All, 663-64 Central Crabmap, 667
Central Dogma: of Mathematical Logic, 271,
532-34; of the MIC-system, 513; of Molecular
Biology, 504-5, 514, 532-34, 536, 667; of Ty
pogenetics, 513; of Zen strings, 238, 239, 240,
243
Central Dogmap, 532-34, 545, 547, 672, 709 Central Pipemap, 701-2 central processing unit, 288, 289 Central Proposition, 264, 269 Central Slothmap, 702
Central Xmaps, 702, 716; see also individual en
tries
centrality, 374-75 centromere, 668 cerebellum, 341 Chadwick, John, 50 chain letters, 546
Champernowne, David, 595 Champollion, Jean Fransois, 165 channeling, 299, 376-77
chaos in number theory, 137-38, 152, 557; see also
order and chaos
chauvinism, 171-73
checkers programs, 573, 604-5 Chekhov, Anton, 642
Contents
VIII
chess: chunking and, 285-87, 604; grand masters in, 286-87; round-the-house, 595; self-modifying, 687-88
chess boards, hierarchy of, 687 chess players, cycle of, 94-95
chess programs: Babbage and. 25, 729-31, 736;
choice and, 711-12; Crab and, 721, 729-31; difficulty of, 151-52, 605; jumping out of the system and, 37-38, 678; knowledge representation in, 618; recursive structure of 150-52; strengths and weaknesses of, 151-52, 285-87, 573, 603-4, 611; Turing and, 595, 596, 736: varieties of, 601; without look-ahead, 604
chests of drawers, nested, 644-45
children's stories and Al, 675-76
Chiyono, 256
choice, 711-14
Chopin, Frederic, 70, 257, 677 chords and analogies, 673-74 chromosomes, homologous, 668
chunked versions of this book: jacket,
viiixiii, 370, 758-77
chunking: ant colonies and, 326-27; brains arid, 381-84, 559; computer languages and, 290-92, 381, 412-13; defined, 285-88; determinism and, 306-8, 363, 522; of DNA, 531-32; intuitive world-view and, 305-6, 362-63; of music, 160, 164, 525; of one's own brain, 382; probabilistic,
384; scientific explanation and, 305-6; super conductivity and, 305; trade-offs in, 326; vision and, 348
Church, Alonzo, 428, 476, 561
Church-Turing Thesis, 428-29, 552, 561-79; Al Version, 578-79, 580, 581; Hardy's Version 566; Isomorphism Version, 567-68; Microscopic Version, 572; Public-Processes Version, 562, 568, 574, 580; Reductionist's Version, 572, 574; Soulist's Version, 574; Standard Version, 561-62, 579; Tautological Version, 561; The odore Roszak Version, 574-75; unprovability of, 562
Church's Theorem, 560--61,574,579-81,609, 697 cigars, 199, 201, 383, 481, 651
classes vs. instances, 351-55, 360-61; see also prototypes, intensionality and extensionality, analogies, conceptual skeletons, etc.codes: art and, 703-4; familiar and unfamiliar,82, 158. 267; see also decoding, Gödel Code,
Genetic Code, etc.
"coding" of sentences, 583-84
codons, 519-20, 524, 533, 535; see also Gödel
codons, duplets
Colby, K., 599 columns in brain, 346 Comenius, Johann Amos, 625 comments in programs, 297 Common Sense (Magritte), 700-1 common sense and programs, 301
communicability of algorithms, 562 commutativity, 55-56, 209, 225-27, 453, 639
compelling inner logic, 161-62, 163-64 competing theories, and nature of evidence, 695
compiler languages, 292-95 compilers, 292-95, 297, 503 compiling, reverse of, 381
Complete List of All Great Mathematicians, see List
completeness, 100-2, 417-18, 422, 465; see also incompleteness, consistency complexity of world, 569
composite numbers, 64, 65-66, 73; see also prime
numbers
compound sentences, in TNT, 214 compound words, 665
Contents
IX
computer chess, see chess programs
computer languages: analogues in cell, 547; dialects of, 503; flexibility and, 298-99; high level, 292-93, 297-300; message-passing, 662-63; power of, 299, 428-29; presented, 289-99, 406-30, 498-99; in SHRDLU, 629-32 computer systems, 287-302 computers: assembled by computers, 504, 684; crying, 675-76; determinism and, 25-27, 306-7, 684-86; fallibility of, 575, 578, 678; learning by, 603-5; origins of, 24-26; in phonographs, 78, 484, 486-88; see also programs, Al, Al programs
concept network, 651-54; see also semantic networks
conceptual dimensions, 670-71
conceptual mapping. 668-72
conceptual nearness, 371-73, 614, 651-56 conceptual revolutions, 660-61, 673 conceptual skeletons, 381, 514. 666-72, 674 connotations and culture, 372-73, 379-80 consciousness: causality and, 709-10; source of,
384-85, 387-88: understanding of, 82, 680,
708-10
conservation of complexity, 60, 195
consistency: defined, 94; of extended TNT, 223, 459; hypothetical worlds and, 95-100; interpretations and, 88, 94-101; Lucas and, 477; oath of, in TNT, 450; proofs of, 23-24, 191-92, 229-30, 449-50; of Propositional Calculus, 191-92, 229; of TNT, 229-30, 449-50; varieties of, 94-96; see also (o-consistency
constants, parameters, variables, 643-44, 669
context: necessity of, 1614, 173-76; restoring of, 115-16, 128, 133, 161-64, 173-76
context-free sums, 520-22
contexts, nested, 643-46, 672, 674
continued fractions, 140, 277, 563, 565
continuous vs. discrete processes, 598
Contracrostipunctus, discussed, 82-85, 267, 270-71, 406-7, 424, 467-70, 483-84, 534-37, 608, 721
contradictions: between levels, see level-conflicts; caused by impossible cycles, 94-96; coexisting in same brain, 383, 697-98; diagonal argument and, 420-22; in mathematics, 17-24, 196-97, 223, 580-81; so-consistency and, 453; personal nonexistence and, 698; in pq-system, 87, 88; in Propositional Calculus, 191-92, 196-97; in selfimage, 696; Tortoise's shell and, 177-80; two levels of, 581, 584; visual, 97-99; Zen and, 99, 235, 246-56, 698; see also paradoxes, inconsistency, Epimenides paradox, etc.
Contrafadus, 641, 643, 669
Convex and Concave (Escher), 105-9, 348 Cooper pairs, 304-5
copies: canons and, 8-9, 527-28; in code, 517, 527-28; complementary to originals, 70, 501, 506-7, 517, see also inversion; DNA and, 529-31; inexact, 500-3, 546; nature of, 146-49; self-reps and, 500-4, 512-13; television and, 489; viruses and, 542-43; visually nested, 138-40; see also sameness, isomorphisms
copper, 173
Cops Silva and Could, 405
Copy mode (Typogenetics), 506-8
cortex: areas of, 344; cerebral, 340-48; visual, 343-48
counterfactual parameters, 639
Contents
X
counterfactuals, 634-40, 641-44 counterpoint, see canons, fugues, Bach, etc. counting, 55-57, 228, 364
court system, 692, 693
covalent bonds, 514
cows, 312, 346, 351
CPU, see central processing unit
Crab: entertains Achilles, 480-94; genes of,
200-1, 204. 507;' hikes and plays flute, 549-58;
intelligence of. 549, 558, 733; jukebox of,
154-57; meets Achilles, 200; musical evening
chez, 720-42; origin of, 666-68; plight of, 281,
383-84; questionable behavior of, 560, 562,
573-74, 579-81; receives presents and enter
tains guests, 275-84, 311-36; subjunctive afternoon chez, 633-40; Theme of, 729, 732.
740, 742; vs. Tortoise, 75-78, 406, 493-88,540, 543 Crab Canon (Bach), 202-3, 666 Crab Canon (Dialogue), 204, 355-56, 665-69, 672, 723-25, 738
Crab Canon (Escher), 198-99, 667
crab canons, 9, 198-203, 204, 355, 501. 665-69; in DNA, 200-1
crab programs, 500-1
creativity, mechanizability of. 25, 26, 571, 620, 673; see also originality, paradox of Al, non programmability, etc.
Crick, Francs, 505, 532, 533, 534, 617 Crime and Punishment i'Dostoevskvl, 379-80
Cristofori, Bartolommeo, 3 critical mass, 228, 317, 389, 417, 470 crossing-over, 665-68
crystal in magnetic field, 140-43 crystallization metaphor, 347 C"f-Thesis, see Church-Turing Thesis Cube with Magic Ribbons (Escher), 281-82 cursively drawable figures, 67-68, 72 cytoplasm, 517, 518, 522-24 cytosine, see nucleotides
da Vinci, Leonardo, 641
Dali, Salvador, 700
Dase, Johann Martin Zacharias, 567 data base, 618 daughter programs, 503, 546 David, Hans Theodore, 3, 28, 719 Day and Night (Escher), 252, 255, 667 Dboups, Hfpsh, 515, 533 De Chirico, Giorgio, 700 De Morgan, Augustus, 20, 404, 600 decidable strings, 417
decimal system, 262-64, 269
decipherment of texts, 50, 164-65, 173-74, 583 decision procedures: for alienness, 487-88, 540-41; for axiomhood, 41, 48, 470; for beauty, 552-58, 560, 579, 581-82, 583-84; as BlooP puzzles, 415-17; for Buddha-nature, 234, 239, 272; defined, 39-41; for Diophantine equations, 559-60; for dreamable themes, 384; for end of Dialogue, 402-3; for genuineness of koans, 234, 239; for Goldbach property, 400, 414; for Granny, 344-45, 347-48; for halting, 425-29; for intelligence, see Turing test; for Mozart pieces, 649; no guarantee of existence of, 72; for number-theoretic truths, 228-29, 426, 551-58, 560. 573-74, 579-81; for primality, 64, 149, 413; for proof-pair-ness, 416, 439-41; for sameness, 146-49, 158-59; for sorting numbers into two classes, see Church-Turing Thesis; for termination, 425-29; for "the Way" in Zen, 250-51, 253, 254; for theoremhood, 39-41, 47-49, 72-73, 190-91, 408, 416, 560, 579-80, 582; for theorem-numbers, 440-41, 580; topdown vs. bottom-up, 48-49; for Tortoise-pairness, 441; for Tortoise property, 396-97, 415, 441; for truth, 213, 228-29, 417, 552-58, 560-61, 579, 581; for validity of derivations, 194, 416, 439-41, 470; for well-formedness, 182, 269, 416, 582; for Contents
XI
wondrousness, 402, 425
d coding: of DNA, 159-62, 175-76, 201, 231, 531-32, 538; of formal systems, 50-51, 54; of fortune, 154; via Gtidel isomorphism, 267; of nature. 409; of records, 154-57, 158-59, 161-64, 172, 174-75; as revelation, 160-61; of Russian text, 380; see also isomorphisms, translation, information, chunking
decoding mechanisms: complexity of, 158-62, 172-76, 582-84; innate, 170-71; nature of, 158-76; record players as, 83, 154-57; transparency of, 267, 501; for Tripitaka, 257; see also isomorphisms, etc.
L)eduction Theorem, 186
default options, 352-53, 386, 411, 645, 674 defects and expectations, 77, 86, 102, 222, 476 demidoublets, 633-34, 669
demons, 663-64 deoxyribonucleic acid, see DNA derivations: alleged, 439-40; defined, 35-36: fallacious, 220, 439; in MIU-system, 35-36, 262, 264, 439; in Propositional Calculus, 184, 185, 188, 189-90, 196; supernatural, 454-55; in
TNT, 217, 218, 219, 224-27, 269; in tq-system,