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15) Электротехника: arc current time simulator (сокр.) (временнАя модель тока дуги)

16) НАСА: Advanced Computational Testing And Simulation

1) Компьютерная техника: adaptive cosine transform coding

2) Военный термин: A Call To Serve, Acquisition Control and Tracking System, Advance Communications Technology Satellite, Advanced Communications Technology, Army Criteria Tracking System, Automated Control of Trainees Sys, advanced communications technology satellite, air cushion takeoff system, aircrew training school, analog conditioning and test system, area communications terminal subsystem

3) Техника: acoustic control and telemetry system, attitude control and translation system, automatic computer telex services, automatic custody transfer system

4) Религия: A Commitment To Serve, Acknowledging Christ Through Service, Action Charity Testimony Sanctification, Activities Character Training Scriptures, Admiration, Confession, Thanksgiving, Supplication, Adoration Community Theology And Service, Adoration Confession Thanksgiving Supplication, Adult Christian Training Seminars, Adult Christians Together Socially, American Christian Television System, Another Chance To Serve

5) Телекоммуникации: Automated Coin Toll System

6) Сокращение: AEGIS Combat Training System, Advanced Communication Technology Satellite, Advanced Communications Technology Satellite (NASA), Air Combat Training System (Australian Defence Force), Air Combat Training System, Artillery Concepts Test System, Automatic Coin Telephone Service, Arab Company Trading Securities (Арабская компания по торговле ценными бумагами), Automated Computer Time Service

7) Университет: Asian Christian Theological Studies, Association Of Chicago Theological Schools

8) Физиология: Acute Cervical Trauma Syndrome

9) Вычислительная техника: Advanced Communications Technologies and Services, Advanced Communications and Telecommunications Satellite, Advanced Communications Technologies and Services (EU, ACTS), Automatic Coin Telephone Service (Telephony)

10) Нефть: automatic custody transfer system( сокр.) (автоматическая закрытая система откачки нефти потребителю)

11) Транспорт: American Coalition for Traffic Safety, Inc., Area Comprehensive Transportation Study

12) Образование: A Community Tutoring Successfully, Accountability, Caring, Teaching, And Snacks, Analytical Creative Thinking Skills, Assist A Child To School

13) Химическое оружие: Action and Correspondence Tracking System

14) Нефть и газ: Advisory Committee on Toxic Substances

15) Электротехника: arc current time simulator (сокр.) (временнАя модель тока дуги)

16) НАСА: Advanced Computational Testing And Simulation

1) Компьютерная техника: adaptive cosine transform coding

2) Военный термин: A Call To Serve, Acquisition Control and Tracking System, Advance Communications Technology Satellite, Advanced Communications Technology, Army Criteria Tracking System, Automated Control of Trainees Sys, advanced communications technology satellite, air cushion takeoff system, aircrew training school, analog conditioning and test system, area communications terminal subsystem

3) Техника: acoustic control and telemetry system, attitude control and translation system, automatic computer telex services, automatic custody transfer system

4) Религия: A Commitment To Serve, Acknowledging Christ Through Service, Action Charity Testimony Sanctification, Activities Character Training Scriptures, Admiration, Confession, Thanksgiving, Supplication, Adoration Community Theology And Service, Adoration Confession Thanksgiving Supplication, Adult Christian Training Seminars, Adult Christians Together Socially, American Christian Television System, Another Chance To Serve

5) Телекоммуникации: Automated Coin Toll System

6) Сокращение: AEGIS Combat Training System, Advanced Communication Technology Satellite, Advanced Communications Technology Satellite (NASA), Air Combat Training System (Australian Defence Force), Air Combat Training System, Artillery Concepts Test System, Automatic Coin Telephone Service, Arab Company Trading Securities (Арабская компания по торговле ценными бумагами), Automated Computer Time Service

7) Университет: Asian Christian Theological Studies, Association Of Chicago Theological Schools

8) Физиология: Acute Cervical Trauma Syndrome

9) Вычислительная техника: Advanced Communications Technologies and Services, Advanced Communications and Telecommunications Satellite, Advanced Communications Technologies and Services (EU, ACTS), Automatic Coin Telephone Service (Telephony)

10) Нефть: automatic custody transfer system( сокр.) (автоматическая закрытая система откачки нефти потребителю)

11) Транспорт: American Coalition for Traffic Safety, Inc., Area Comprehensive Transportation Study

12) Образование: A Community Tutoring Successfully, Accountability, Caring, Teaching, And Snacks, Analytical Creative Thinking Skills, Assist A Child To School

13) Химическое оружие: Action and Correspondence Tracking System

14) Нефть и газ: Advisory Committee on Toxic Substances

15) Электротехника: arc current time simulator (сокр.) (временнАя модель тока дуги)

16) НАСА: Advanced Computational Testing And Simulation

- machine for flame treating polymer articles

- machine for making hygienic paper products

- acid-blast machine

- addressing machine

- adhesive tape lathe cutting machine

- adhesive tape wrapping machine

- American machine

- ammonia-type diazo copying machine

- aniline printing machine

- automatic machine

- automatic machine for casting spacing material

- automatic bundling machine

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- automatic composing and slug-casting machine

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- automatic exercise book machine

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- bagging and sealing machine

- bag making machine

- bag welding machine

- banding machine

- banknote printing machine

- batching machine

- beer mat-making machine

- Benday machine

- bending machine

- beveling machine

- blade folding machine

- blanket-to-blanket machine

- block finishing machine

- blocking foil printing machine

- blueprinting machine

- board machine

- board-slitting rotary machine

- book back glueing machine

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- book back rounding machine

- book back rounding and pressing machine

- bookbinding machines

- bookbinding and powered punch machine

- book block pasting machine

- bookcase making machine

- book casing-in machine

- book forming and pressing machine

- book glueing machine

- book headbanding and backlining machine

- book imprinting machine

- book jacketing machine

- book joint burning-in machine

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- bookletting machine

- bookmatch cover production machine

- book pressing machine

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- bowling machine

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- braille writing machine

- bronzing machine

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- buffing machine

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- carbon paper machine

- carbon paper cutting and winding machine

- carbon paper making machine

- carbon tissue transfer machine

- card folding machine

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- case assembling machine

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- casing-in machine

- casting machine

- centrifugal machine

- circular sheeting machine

- cloth cutting machine

- coating machine

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- code marking machine

- cold-type machine

- collating machine

- collotype machine

- color control chart printing machine

- color duct washing machine

- color grinding machine

- color mixing machine

- color plate preregistering machine

- color printing machine

- color separation machine

- composing machine

- composing and slug-casting machine

- computer stationary printing machine

- computing machine

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- contact printing photocopying machine

- container forming machine

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- continuous sheet printing machine

- converting machine

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- copperplate printing machine

- copy duplicator machine

- copying machine

- copy-making machine

- core-cutting machine

- corner-cutting machine

- corner-punching machine

- corner-rounding machine

- corrugated board converting machine

- corrugated paperboard making machine

- covering machine

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- cutting machine

- cylinder machine

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- damper roller cleaning machine

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- daylight developing machine

- decked type machine

- diazo copying machine

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- die-cutter machine

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- dilitho printing machine

- direct lithographic machine

- direct pressure machine

- disk ruling machine

- display filmsetting machine

- distributing machine

- doctor blade sharpening machine

- document sorting machine

- dotting machine

- double-action machine

- double cylindrical machine

- double feeder mailing machine

- double knife cutting machine

- doubling machine

- drilling machine

- drop wheel design numbering machine

- drum cylinder machine

- dry black-leading machine

- dry-laying machine

- dry-mounting machine

- dual-mode printing machine

- duplicate bookmaking machine

- duplicating machine

- dusting machine

- dusting-off machine

- dyeing machine

- edge binding machine

- edge-gilding machine

- edge-milling machine

- edge-planing machine

- edge-trimming machine

- edging machine

- electronic engraving machine

- electronic stencil machine

- electrophotocopying reproduction machine

- electrophotographic halftone printing machine

- elfectrophotographic reproduction machine

- electrostatographic machine

- electrostatographic printing machine

- embossing machine

- embossing and cutting/creasing machine

- emulsion machine

- end-and-front sheet pasting machine

- end-papering machine

- engraving machine

- envelope blank die-cutting punching machine

- envelope-making machine

- etching machine

- exercise bookmaking machine

- exposure machine

- eyeletting machine

- facsimile machine

- facsimile printing machine

- fancy paper making machine

- fan-folding machine

- film-bag machine

- film cutting machine

- film laminating machine

- filmsetting machine

- film wrapping machine

- flat-and-back stripping machine

- flat-bed machine

- flat-bed rotary machine

- flat-bed screen printing machine

- flat-bed web-fed machine

- flat-planing machine

- flat-shaving machine

- flexographic printing machine

- flow type powderless etching machine

- flushing machine

- foil blocking machine

- foil cutting machine

- foil embossing machine

- foil laminating machine

- fold burning-in machine

- folding machine

- folding-binding machine

- folding box erecting machine

- folding box punching machine

- fold-pressing machine

- forming machine

- forward skip-wheel numbering machine

- four step spine nipping machine

- franking machine

- funnel rubbing machine

- gathering machine

- gathering-and-stitching machine

- gilding machine

- glazing machine

- glossing machine

- glueing machine

- glue-off machine

- gold blocking machine

- graining machine

- gravure lay-on machine

- gravure printing machine

- greeting card wrapping machine

- grinding machine

- grinding machine for scraper blades

- gumming machine

- halftone printing machine

- hand lettering machine

- hand numbering machine

- hand-operated cutting machine

- hand printing machine

- hardcopy printout machine

- head-band making machine

- headline machine

- helioprinting machine

- high-performance folding machine

- hole punching machine

- hot-foil blocking platen machine

- hot foiling machine

- hot-metal composing machine

- hot-metal typesetting machine

- hydraulic smashing machine

- image reproduction machine

- impregnating machine

- imprinting machine

- index cutting and printing machine

- index punching machine

- inker wash-up machine

- ink testing machine

- in-line machine

- in-line paper conversion machine

- in-line printing and converting machine

- inserting machine

- intertype composing machine

- typesetting machine

- jogging machine

- keyboardless line-casting machine

- keyboard perforating machine

- key-punch machine

- knife grinding machine

- knife-type folding machine

- label applying machine

- labeling machine

- label printing machine

- label punching machine

- laminating machine

- large-body photosetting machine

- large-body slug-casting machine

- laydown machine

- laying carbon tissue transfer machine

- leaflet inserting machine

- lettering machine

- letterpress machine

- letterpress platemaking machine

- lever-file making machine

- light-printing machine

- line-casting machine

- line-setting machine

- lining machine

- lining-and-head-banding machine

- linotype composing machine

- loose-leaf filler machine

- loose-sheet binding machine

- magazine-type rotary printing machine

- mailing machine

- mangling machine

- marbling machine

- mask cutting machine

- master-making machine

- match skillet printing machine

- matrix-engraving machine

- matrix-molding machine

- matrix-rolling machine

- mechanical binding machine

- mechanical screw smashing machine

- metal decorating machine

- metallizing machine

- microfiche machine

- microfiche viewer-printer machine

- microfilm machine

- mimeograph printing machine

- miniature folding machine

- mitereing machine

- mixer-type composing machine

- mixing machine

- moistening machine

- monotype casting machine

- monotype composing machine

- mounting machine

- multicolor machine

- multicolor electrophotographic printing machine

- multicolor gravure printing machine

- multifont photocomposing machine

- multilens photocoroposing machine

- multiple-head paper drilling machine

- multiple-head saddle-stitching machine

- multiple-web machine

- multistation printing machine

- multiweb machine

- nailing machine

- narrow-web printing machine

- narrow-width machine

- negative grouping machine

- newspaper stuffing machine

- newspaper wrapping machine

- newsprint machine

- nipping machine

- note pad machine

- numbering machine

- numbering-and-perforating machine

- office printing machine

- offset damper roller washing machine

- offset duplicating machine

- offset flat-bed machine

- offset printing machine

- overlap-forms making machine

- oversewing machine

- package tying machine

- packaging machine

- packing machine

- paddle-type etching machine for photoengravers

- paging machine

- palletizing machine

- paper-baling machine

- paper-boxmaking machine

- paper-coating machine

- paper-conditioning machine

- paper cone machine

- paper-converting machine

- paper corner-cutting machine

- paper-cutting machine

- paper-drilling machine

- paper-feeding machine

- paper-folding machine

- paper-inverting machine

- paper-making machine

- paper plate making machine

- paper-seasoning machine

- paper serviette machine

- paper-trimming machine

- paraffining machine

- parceling machine

- pen-ruling machine

- perfect binding machine

- perfecting machine

- perforating machine

- photocomposing machine

- photocopying machine

- photoelectrophoretic web machine

- photographic composing machine

- photographic printing machine

- photogravure doctor blade grinding machine

- photogravure proofing machine

- photolettering machine

- photolithoplate coating machine

- photoruling machine

- photosetting machine

- photostamp making machine

- phototypesetting machine

- phototypesetting/image setting machine

- pigment paper transferring machine

- plain paper copying machine

- planing machine

- plastic binding machine

- plastic comb binding machine

- plastic comb rolling machine

- plastic plate molding machine

- plastic welding machine

- plastic wrapping machine

- plate bending machine

- plate coating machine

- plate finishing machine

- plate folding machine

- plate graining machine

- platen machine

- plate punching machine

- portable folding machine

- postage metering machine

- postage stamp perforation machine

- powderless etching machine

- powderless zinc etching machine

- precision metal bending machine

- pressing machine

- printing machine

- printing-and-developing machine

- printing-and-folding machine

- printing-down machine

- processing machine

- proofing machine

- punching and spiral binding machine

- punching-and-spiraling machine

- reading machine

- ream wrapping machine

- record jacket machine

- record sleeve machine

- reel doctor machine

- reel-fed machine

- reel laminating machine

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- reel wrapping machine

- repeat 3 numbering machine

- reproducing machine

- reproduction machine

- reprography machine

- rewinding machine

- ribbon-inking machine

- riveting machine

- roll doctor machine

- roller casting machine

- roller grinding machine

- roll-fed casemaking machine

- rolling machine

- roll-processing machine

- roll-wrapping machine

- rotary machine

- rotary board-slitting machine

- rotary cutting machine

- rotary die-cutter machine

- rotary envelope machine

- rotary gathering machine

- rotary letterset printing machine

- rotary mimeograph machine

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- rotary offset machine

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- rotary printing machine

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- round corner beveling machine

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- rounding machine

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- round plate finishing machine

- routing machine

- rubber plate molding machine

- rubber stamp making machine

- rubber stereo making and mounting machine

- ruling machine

- sack printing machine

- saddle gathering machine

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- scanning machine

- scarfing machine

- scoring machine

- screen process printing machine

- seal printing and embossing machine

- sealing machine

- seasoning machine

- sectional printing and die-cutting machine

- section folding machine

- section folding-and-stitching machine

- section gathering machine

- security packaging machine

- security printing machine

- semiautomatic book sewing machine

- semiautomatic casing-in machine

- semiautomatic casting machine for curved stereotypes

- semiautomatic label cutting machine

- semimechanical composing machine

- sewing machine

- shading machine

- shearing machine

- sheet airing machine

- sheet-copper machine

- sheet fanning machine

- sheet-fed machine

- sheet-fed casemaking machine

- sheet-fed rotary letterpress machine

- sheet-folding machine

- sheet numbering machine

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- sheet processing machine

- sheet separating machine

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- shrink-packaging machine

- shrink-wrapping machine

- side stitch machine

- signature collating and binding machine

- signature feeding machine

- signature gathering machine

- signature tipping machine

- silk-screen printing machine

- Simplex tipping machine

- single-cylinder machine

- single-knife cutting machine

- single-revolution machine

- single-width machine

- sizing machine

- skip numbering machine

- slit scanning type photocopying machine

- slitting machine

- slitting-and-rewinding machine

- slug-casting machine

- small buckle folding machine

- small offset printing machine

- small plate machine

- smashing machine

- solvent-washing machine

- spine rolling machine

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- spiral binding machine

- stacking machine

- stacking/pressing machine

- stapling machine

- steel rule die-making machine

- stencil machine

- stencil duplicating machine

- step-and-advance machine

- step-and-repeat machine

- stereotype matrix pretreating machine

- stereotype plate casting machine

- stitching machine

- stop-cylinder machine

- stop-cylinder automatic letterpress machine

- storage retrieval machine

- strapping machine

- stretching machine for printing plates

- stripping machine

- studio lettering machine

- tabbing machine

- tabs inserting machine

- tag and ticket making machine

- tandem printing machine

- tapeless folding machine

- taping machine

- tensionless winding machine

- textile printing machine

- thermographic machine

- thermographic copying machine

- thread sewing machine

- thread-stitching machine

- thread stringing and knotting machine for tags

- ticket printing machine

- tip-on machine

- tipping machine

- toner machine

- transfer machine

- treadle platen machine

- trimming machine

- tube cutting-off machine

- tube-sizing machine

- tubular-plate finishing machine

- twine tying machine

- two-color offset machine

- two-revolution machine

- tying machine

- type-casting machine

- type-high machine

- typesetting machine

- typographic machine

- variable size paper folding machine

- varnishing machine

- varityper composing machine

- vat machine

- vertical step-and-repeat machine

- viewer-printer machine

- V-notching machine

- wallpaper printing machine

- wallpaper printing and embossing machine

- wallpaper roll cutting and winding machine

- wallpaper wrapping machine

- washing machine

- washout machine

- water marking machine

- waxing machine

- web machine

- web converting machine

- web processing machine

- web-rotary machine

- web-rotary movable-type printing machine

- web winding machine

- wet black-leading machine

- wet-laying machine

- wetting machine

- whirler machine

- whiteprint machine

- window glueing machine

- wire stapling machine

- wire-stitching machine

- wire-tying machine

- wooden printing machine

- wrapping machine

- wrapping and stringing machine

- wrap tying machine

- writing machine

- writing pad machine

- xerographic copying machine

- xerographic printing machine

- zinc plate grinding machine

- 2D machining program

1) система; комплекс

2) система; порядок; классификация

3) метод; способ

1) устройство; приспособление; механизм

2) аппарат; прибор

•

- abrading device

   1) Programs and the Complexity of Human Mental Processes

   In my opinion, none of [these programs] does even remote justice to the complexity of human mental processes. Unlike men, "artificially intelligent" programs tend to be single minded, undistractable, and unemotional. (Neisser, 1967, p. 9)

   2) Artificial Intelligence Is an Engineering Discipline

   Future progress in [artificial intelligence] will depend on the development of both practical and theoretical knowledge.... As regards theoretical knowledge, some have sought a unified theory of artificial intelligence. My view is that artificial intelligence is (or soon will be) an engineering discipline since its primary goal is to build things. (Nilsson, 1971, pp. vii-viii)

   3) A Sceptical View of Artificial Intelligence

   Most workers in AI [artificial intelligence] research and in related fields confess to a pronounced feeling of disappointment in what has been achieved in the last 25 years. Workers entered the field around 1950, and even around 1960, with high hopes that are very far from being realized in 1972. In no part of the field have the discoveries made so far produced the major impact that was then promised.... In the meantime, claims and predictions regarding the potential results of AI research had been publicized which went even farther than the expectations of the majority of workers in the field, whose embarrassments have been added to by the lamentable failure of such inflated predictions....

   When able and respected scientists write in letters to the present author that AI, the major goal of computing science, represents "another step in the general process of evolution"; that possibilities in the 1980s include an all-purpose intelligence on a human-scale knowledge base; that awe-inspiring possibilities suggest themselves based on machine intelligence exceeding human intelligence by the year 2000 [one has the right to be skeptical]. (Lighthill, 1972, p. 17)

   4) Just as Astronomy Succeeded Astrology, the Discovery of Intellectual Processes in Machines Should Lead to a Science, Eventually

   Just as astronomy succeeded astrology, following Kepler's discovery of planetary regularities, the discoveries of these many principles in empirical explorations on intellectual processes in machines should lead to a science, eventually. (Minsky & Papert, 1973, p. 11)

   5) Problems in Machine Intelligence Arise Because Things Obvious to Any Person Are Not Represented in the Program

   Many problems arise in experiments on machine intelligence because things obvious to any person are not represented in any program. One can pull with a string, but one cannot push with one.... Simple facts like these caused serious problems when Charniak attempted to extend Bobrow's "Student" program to more realistic applications, and they have not been faced up to until now. (Minsky & Papert, 1973, p. 77)

   6) The Meaning of a Symbolic Description

   What do we mean by [a symbolic] "description"? We do not mean to suggest that our descriptions must be made of strings of ordinary language words (although they might be). The simplest kind of description is a structure in which some features of a situation are represented by single ("primitive") symbols, and relations between those features are represented by other symbols-or by other features of the way the description is put together. (Minsky & Papert, 1973, p. 11)

   7) The Principle of Artificial Intelligence

   [AI is] the use of computer programs and programming techniques to cast light on the principles of intelligence in general and human thought in particular. (Boden, 1977, p. 5)

   8) Artificial Intelligence Recognizes the Need for Knowledge in Its Systems

   The word you look for and hardly ever see in the early AI literature is the word knowledge. They didn't believe you have to know anything, you could always rework it all.... In fact 1967 is the turning point in my mind when there was enough feeling that the old ideas of general principles had to go.... I came up with an argument for what I called the primacy of expertise, and at the time I called the other guys the generalists. (Moses, quoted in McCorduck, 1979, pp. 228-229)

   9) Artificial Intelligence Is Psychology in a Particularly Pure and Abstract Form

   The basic idea of cognitive science is that intelligent beings are semantic engines-in other words, automatic formal systems with interpretations under which they consistently make sense. We can now see why this includes psychology and artificial intelligence on a more or less equal footing: people and intelligent computers (if and when there are any) turn out to be merely different manifestations of the same underlying phenomenon. Moreover, with universal hardware, any semantic engine can in principle be formally imitated by a computer if only the right program can be found. And that will guarantee semantic imitation as well, since (given the appropriate formal behavior) the semantics is "taking care of itself" anyway. Thus we also see why, from this perspective, artificial intelligence can be regarded as psychology in a particularly pure and abstract form. The same fundamental structures are under investigation, but in AI, all the relevant parameters are under direct experimental control (in the programming), without any messy physiology or ethics to get in the way. (Haugeland, 1981b, p. 31)

    10) There Are Many Types of Reasoning

   There are many different kinds of reasoning one might imagine:

    Formal reasoning involves the syntactic manipulation of data structures to deduce new ones following prespecified rules of inference. Mathematical logic is the archetypical formal representation. Procedural reasoning uses simulation to answer questions and solve problems. When we use a program to answer What is the sum of 3 and 4? it uses, or "runs," a procedural model of arithmetic. Reasoning by analogy seems to be a very natural mode of thought for humans but, so far, difficult to accomplish in AI programs. The idea is that when you ask the question Can robins fly? the system might reason that "robins are like sparrows, and I know that sparrows can fly, so robins probably can fly."

    Generalization and abstraction are also natural reasoning process for humans that are difficult to pin down well enough to implement in a program. If one knows that Robins have wings, that Sparrows have wings, and that Blue jays have wings, eventually one will believe that All birds have wings. This capability may be at the core of most human learning, but it has not yet become a useful technique in AI.... Meta- level reasoning is demonstrated by the way one answers the question What is Paul Newman's telephone number? You might reason that "if I knew Paul Newman's number, I would know that I knew it, because it is a notable fact." This involves using "knowledge about what you know," in particular, about the extent of your knowledge and about the importance of certain facts. Recent research in psychology and AI indicates that meta-level reasoning may play a central role in human cognitive processing. (Barr & Feigenbaum, 1981, pp. 146-147)

    11) Programs Are Beginning to Do Things That Critics Have Asserted to Be Impossible

   Suffice it to say that programs already exist that can do things-or, at the very least, appear to be beginning to do things-which ill-informed critics have asserted a priori to be impossible. Examples include: perceiving in a holistic as opposed to an atomistic way; using language creatively; translating sensibly from one language to another by way of a language-neutral semantic representation; planning acts in a broad and sketchy fashion, the details being decided only in execution; distinguishing between different species of emotional reaction according to the psychological context of the subject. (Boden, 1981, p. 33)

    12) The Synthesis of Man and Machine

   Can the synthesis of Man and Machine ever be stable, or will the purely organic component become such a hindrance that it has to be discarded? If this eventually happens-and I have... good reasons for thinking that it must-we have nothing to regret and certainly nothing to fear. (Clarke, 1984, p. 243)

    13) The Thesis of Good Old-Fashioned Artificial Intelligence (GOFAI)

   The thesis of GOFAI... is not that the processes underlying intelligence can be described symbolically... but that they are symbolic. (Haugeland, 1985, p. 113)

    14) Artificial Intelligence Provides a Useful Approach to Psychological and Psychiatric Theory Formation

   It is all very well formulating psychological and psychiatric theories verbally but, when using natural language (even technical jargon), it is difficult to recognise when a theory is complete; oversights are all too easily made, gaps too readily left. This is a point which is generally recognised to be true and it is for precisely this reason that the behavioural sciences attempt to follow the natural sciences in using "classical" mathematics as a more rigorous descriptive language. However, it is an unfortunate fact that, with a few notable exceptions, there has been a marked lack of success in this application. It is my belief that a different approach-a different mathematics-is needed, and that AI provides just this approach. (Hand, quoted in Hand, 1985, pp. 6-7)

    15) Four Kinds of Artificial Intelligence

   We might distinguish among four kinds of AI.

   ♦ Nonpsychological AI

   Research of this kind involves building and programming computers to perform tasks which, to paraphrase Marvin Minsky, would require intelligence if they were done by us. Researchers in nonpsychological AI make no claims whatsoever about the psychological realism of their programs or the devices they build, that is, about whether or not computers perform tasks as humans do.

   ♦ Weak Psychological AI

   Research here is guided by the view that the computer is a useful tool in the study of mind. In particular, we can write computer programs or build devices that simulate alleged psychological processes in humans and then test our predictions about how the alleged processes work. We can weave these programs and devices together with other programs and devices that simulate different alleged mental processes and thereby test the degree to which the AI system as a whole simulates human mentality. According to weak psychological AI, working with computer models is a way of refining and testing hypotheses about processes that are allegedly realized in human minds.

   ♦ Strong Psychological AI

... According to this view, our minds are computers and therefore can be duplicated by other computers. Sherry Turkle writes that the "real ambition is of mythic proportions, making a general purpose intelligence, a mind." (Turkle, 1984, p. 240) The authors of a major text announce that "the ultimate goal of AI research is to build a person or, more humbly, an animal." (Charniak & McDermott, 1985, p. 7)

   ♦ Suprapsychological AI

   Research in this field, like strong psychological AI, takes seriously the functionalist view that mentality can be realized in many different types of physical devices. Suprapsychological AI, however, accuses strong psychological AI of being chauvinisticof being only interested in human intelligence! Suprapsychological AI claims to be interested in all the conceivable ways intelligence can be realized. (Flanagan, 1991, pp. 241-242)

    16) Determination of Relevance of Rules in Particular Contexts

   Even if the [rules] were stored in a context-free form the computer still couldn't use them. To do that the computer requires rules enabling it to draw on just those [ rules] which are relevant in each particular context. Determination of relevance will have to be based on further facts and rules, but the question will again arise as to which facts and rules are relevant for making each particular determination. One could always invoke further facts and rules to answer this question, but of course these must be only the relevant ones. And so it goes. It seems that AI workers will never be able to get started here unless they can settle the problem of relevance beforehand by cataloguing types of context and listing just those facts which are relevant in each. (Dreyfus & Dreyfus, 1986, p. 80)

    17) Form and Content Are Not Fundamentally Different

   Perhaps the single most important idea to artificial intelligence is that there is no fundamental difference between form and content, that meaning can be captured in a set of symbols such as a semantic net. (G. Johnson, 1986, p. 250)

    18) The Assumption That the Mind Is a Formal System

   Artificial intelligence is based on the assumption that the mind can be described as some kind of formal system manipulating symbols that stand for things in the world. Thus it doesn't matter what the brain is made of, or what it uses for tokens in the great game of thinking. Using an equivalent set of tokens and rules, we can do thinking with a digital computer, just as we can play chess using cups, salt and pepper shakers, knives, forks, and spoons. Using the right software, one system (the mind) can be mapped into the other (the computer). (G. Johnson, 1986, p. 250)

    19) A Statement of the Primary and Secondary Purposes of Artificial Intelligence

   The primary goal of Artificial Intelligence is to make machines smarter.

   The secondary goals of Artificial Intelligence are to understand what intelligence is (the Nobel laureate purpose) and to make machines more useful (the entrepreneurial purpose). (Winston, 1987, p. 1)

    20) Mathematical Logic Provides the Basis for Theory in AI

   The theoretical ideas of older branches of engineering are captured in the language of mathematics. We contend that mathematical logic provides the basis for theory in AI. Although many computer scientists already count logic as fundamental to computer science in general, we put forward an even stronger form of the logic-is-important argument....

   AI deals mainly with the problem of representing and using declarative (as opposed to procedural) knowledge. Declarative knowledge is the kind that is expressed as sentences, and AI needs a language in which to state these sentences. Because the languages in which this knowledge usually is originally captured (natural languages such as English) are not suitable for computer representations, some other language with the appropriate properties must be used. It turns out, we think, that the appropriate properties include at least those that have been uppermost in the minds of logicians in their development of logical languages such as the predicate calculus. Thus, we think that any language for expressing knowledge in AI systems must be at least as expressive as the first-order predicate calculus. (Genesereth & Nilsson, 1987, p. viii)

    21) Perceptual Structures Can Be Represented as Lists of Elementary Propositions

   In artificial intelligence studies, perceptual structures are represented as assemblages of description lists, the elementary components of which are propositions asserting that certain relations hold among elements. (Chase & Simon, 1988, p. 490)

    22) Definitions of Artificial Intelligence

   Artificial intelligence (AI) is sometimes defined as the study of how to build and/or program computers to enable them to do the sorts of things that minds can do. Some of these things are commonly regarded as requiring intelligence: offering a medical diagnosis and/or prescription, giving legal or scientific advice, proving theorems in logic or mathematics. Others are not, because they can be done by all normal adults irrespective of educational background (and sometimes by non-human animals too), and typically involve no conscious control: seeing things in sunlight and shadows, finding a path through cluttered terrain, fitting pegs into holes, speaking one's own native tongue, and using one's common sense. Because it covers AI research dealing with both these classes of mental capacity, this definition is preferable to one describing AI as making computers do "things that would require intelligence if done by people." However, it presupposes that computers could do what minds can do, that they might really diagnose, advise, infer, and understand. One could avoid this problematic assumption (and also side-step questions about whether computers do things in the same way as we do) by defining AI instead as "the development of computers whose observable performance has features which in humans we would attribute to mental processes." This bland characterization would be acceptable to some AI workers, especially amongst those focusing on the production of technological tools for commercial purposes. But many others would favour a more controversial definition, seeing AI as the science of intelligence in general-or, more accurately, as the intellectual core of cognitive science. As such, its goal is to provide a systematic theory that can explain (and perhaps enable us to replicate) both the general categories of intentionality and the diverse psychological capacities grounded in them. (Boden, 1990b, pp. 1-2)

    23) The Computer Can Not Be a Model of the Mind

   Because the ability to store data somewhat corresponds to what we call memory in human beings, and because the ability to follow logical procedures somewhat corresponds to what we call reasoning in human beings, many members of the cult have concluded that what computers do somewhat corresponds to what we call thinking. It is no great difficulty to persuade the general public of that conclusion since computers process data very fast in small spaces well below the level of visibility; they do not look like other machines when they are at work. They seem to be running along as smoothly and silently as the brain does when it remembers and reasons and thinks. On the other hand, those who design and build computers know exactly how the machines are working down in the hidden depths of their semiconductors. Computers can be taken apart, scrutinized, and put back together. Their activities can be tracked, analyzed, measured, and thus clearly understood-which is far from possible with the brain. This gives rise to the tempting assumption on the part of the builders and designers that computers can tell us something about brains, indeed, that the computer can serve as a model of the mind, which then comes to be seen as some manner of information processing machine, and possibly not as good at the job as the machine. (Roszak, 1994, pp. xiv-xv)

    24) Computers Will Not Always Be Inferior to Human Brains

   The inner workings of the human mind are far more intricate than the most complicated systems of modern technology. Researchers in the field of artificial intelligence have been attempting to develop programs that will enable computers to display intelligent behavior. Although this field has been an active one for more than thirty-five years and has had many notable successes, AI researchers still do not know how to create a program that matches human intelligence. No existing program can recall facts, solve problems, reason, learn, and process language with human facility. This lack of success has occurred not because computers are inferior to human brains but rather because we do not yet know in sufficient detail how intelligence is organized in the brain. (Anderson, 1995, p. 2)

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