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61 mention
I ['menʃ(ə)n] n- make no mention of smb, smth II ['menʃ(ə)n]The mere mention of his name gave me shudders. — При одном лишь упоминании его имени у меня мурашки побежали по телу
- mention smb, smth- don't mention my name
- do not mention itUSAGE:WAYS OF DOING THINGS:Значение глагола to mention в значении "упомянуть" может быть конкретизировано не указывая какие-либо подробности характера упоминаемого или характера самого действия. Такая конкретизация, при общем значении to mention, передается такими глаголами, как to bring up, to touch on, to raise, to broach.To refer to smth - "отослать к чему-либо", особенно без специального уточнения на что или кого дана отсылка: though she did not mention any names, everyone knew them хотя она не упомянула никаких имён, не знали кого она имела в виду; I apologized for my bad behaviour and the matter was never referred to again я извинился за своё плохое поведение, и это никогда больше не упоминалось; I think what Mary was referring to was clear я думал было ясно на что Мэри ссылалась.To allude to - "упомянуть что-либо или кого-либо косвенным образом, намекнуть": when he spoke of the major problem I assumed that he was alluding to out scheme когда он говорил об основных проблемах, я предположил, что он намекал/имел в виду наш проект; no one ever mentioned the raid, and Pam only alluded to it in time of crisis никто никогда прямо не упоминал этого налёта, и Пэм в критические минуты только намекал на него.To touch on - "затронуть или коснуться чего-либо, не останавливаясь на этом вопросе подробно": in my last lecture I touched on a number of important social problems which I am now going to examine in some detail в своей прошлой лекции, я коснулся ряда важных проблем, которые собираюсь подробно осветить сегодня.To bring up - "поднять какой-либо вопрос для дальнейшего обсуждения": she wished she had never brought up the subject of money она сожалела, что подняла вопрос о деньгах; is there anything else you want to bring up before we end the meeting? Вы хотите поднять ещё какой-либо вопрос до конца собрания?To raise - "поднять вопрос, начать разговор о чем-либо, о чем не было речи и никто об этом не думал": a number of new and important issues were raised at the conference на конференции были подняты новые важные проблемы; the matter of whether or not the royal family should pay taxes first raised in the article in the Times вопрос о том, должна ли королевская семья облагаться налогами/платить налоги был впервые поднят в статье в газете Таймс.To broach (the matter, the question) - "упомянуть о чем-либо, что может вызвать смущение или может быть неприятным или вызвать спор": he decided not to broach the subject of divorce until his wife had recovered from her illness он решил не поднимать вопроса о разводе до выздоровления жены; Ella is missing school, but every time I tried to broach the matter with her, she talks back Элла пропускает занятия в школе, но каждый раз, когда я пытаюсь с ней об этом поговорить, она огрызается -
62 elaborate
1. a тщательно, детально разработанный; продуманный; подготовленный2. a сложный3. a усложнённый4. a усовершенствованный, «умный»5. a уст. выработанный, произведённый6. a уст. усердный; старательный7. v детально, тщательно разрабатывать или обдумывать; вырабатывать8. v развивать, дополнять9. v уточнять, конкретизироватьhe called the talks useful, but he did not elaborate — он назвал переговоры полезными, но далее это высказывание не развил
Синонимический ряд:1. complicated (adj.) complicated; intricate; labored; laboured; painstaking; perfected; studied2. detailed (adj.) detailed; elegant; embellished; fancy; luxurious; minute; ornate; rococo3. flashy (adj.) flashy; gaudy; ostentatious4. involved (adj.) Byzantine; complex; convoluted; daedal; gordian; involved; knotty; labyrinthine; perplexing; sophisticated; tangled5. clarify (verb) clarify; explain; explicate6. labour (verb) amplify; develop; dilate; enlarge; evolve; expand; labour; unfold7. refine (verb) decorate; detail; embellish; improve; labor; particularise; particularize; produce; refine; specifyАнтонимический ряд:austere; general; normal; ordinary; plain; regular; simple; simplify; summarize; unrefined; usual -
63 spell out
phr v объяснять точно или обстоятельноhe spelled out what he meant — он объяснил, что он имел в виду
Синонимический ряд:elucidate (verb) clarify; construe; decipher; define; demonstrate; elucidate; enucleate; explain; explicate; expound; illustrate; interpret -
64 tell
1. v рассказыватьto tell the full of smth. — рассказывать всё
2. v говориться, рассказываться3. v говорить; сообщатьto tell the time — сказать, который час
4. v разглашать, рассказывать, выбалтывать; выдаватьpromise not to tell — обещайте, что никому не расскажете
tell it to the Jews! — рассказывай!;
5. v разг. ябедничать, наговаривать; жаловаться6. v заверять, уверять; утверждать7. v определять; узнавать; отличать, различатьone can tell that she is intelligent — она умница, это видно
8. v отличаться, выделяться9. v обнаруживать, указывать, показыватьto tell the time — показывать время; показывать, который час
10. v свидетельствовать11. v отзываться, сказываться12. v велеть, приказывать13. v уст. считать, пересчитывать; подсчитывать14. v уст. отсчитывать; платить15. v уст. насчитыватьto tell it like it is — говорить правду; выложить всё начистоту; не кривить душой
time will tell — поживём — увидим
do tell! — вот те на!, не может быть!
16. n курган, искусственный холмСинонимический ряд:1. announce (verb) announce; proclaim; publicise; publicize; publish; ventilate2. command (verb) bid; charge; command; direct; enjoin; instruct; order; require; urge; warn3. count (verb) count; enumerate; number; numerate; tale; tally4. deduce (verb) ascertain; calculate; compute; deduce; differentiate; discern; discriminate; distinguish; identify; know; reckon; recognize; separate5. inform (verb) acquaint; advise; apprise; clew; clue; educate; enlighten; explain; fill in; inform; make known; notify; post; teach; wise up6. narrate (verb) describe; detail; narrate; recount; relate7. report (verb) break; carry; communicate; convey; disclose; get across; impart; pass; report; transmit8. reveal (verb) acknowledge; betray; blab; blab out; confess; discover; divulge; expose; give away; let on; let out; own; reveal; spill; unbosom; unclose; uncover; uncurtain; unveil9. say (verb) bring out; chime in; come out with; declare; deliver; say; throw out10. speak (verb) express; mention; mouth; speak; utter; word11. state (verb) articulate; enunciate; state; vent; vocalise; voice12. weigh (verb) militate; weighАнтонимический ряд:conceal; listen; persuade -
65 go
go ⇒ Usage note: go1 (move, travel) aller (from de ; to à, en) ; to go to London/Paris aller à Londres/Paris ; to go to Wales/to Ireland/to California aller au Pays de Galles/en Irlande/en Californie ; to go to town/to the country aller en ville/à la campagne ; they went home ils sont rentrés chez eux ; she's gone to Paris elle est allée à Paris ; to go up/down/across monter/descendre/traverser ; I went into the room je suis entré dans la pièce ; to go by bus/train/plane voyager en bus/train/avion ; we went there by bus nous y sommes allés en bus ; to go by ou past [person, vehicle] passer ; that car's going very fast! cette voiture roule très vite! ; there he goes again! ( that's him again) le revoilà! ; fig ( he's starting again) le voilà qui recommence!, c'est reparti! ; who goes there? Mil qui va là? ; where do we go from here? fig et maintenant qu'est-ce qu'on fait? ;2 (on specific errand, activity) aller ; to go shopping aller faire des courses ; to go swimming (in sea, river) aller se baigner ; ( in pool) aller à la piscine ; to go for a walk aller se promener ; to go on a journey/on holiday partir en voyage/en vacances ; to go for a drink aller prendre un verre ; he's gone to get some wine il est allé chercher du vin ; go and answer the phone va répondre au téléphone ; go and tell them that… va leur dire que… ; go after him! poursuivez-le! ;3 ( attend) aller ; to go to school/ church aller à l'école/l'église ; to go to work aller or se rendre au travail ; to go to the doctor's/dentist's aller chez le médecin/dentiste ;4 ( used as auxiliary with present participle) she went running up the stairs elle a monté l'escalier en courant ; she went complaining to the principal elle est allée se plaindre au directeur ;5 ( depart) partir ; I must go, I must be going il faut que je parte or que je m'en aille ; the train goes at six o'clock le train part à six heures ; a train goes every hour il y a un train toutes les heures ; to go on holiday partir en vacances ; be gone! va-t'en!, allez-vous en! ;6 euph ( die) mourir, disparaître ; when I am gone quand je ne serai plus là ; the doctors say she could go at any time d'après les médecins elle risque de mourir d'un instant à l'autre ;7 ( disappear) partir ; half the money goes on school fees la moitié de l'argent part en frais de scolarité ; the money/cake has all gone il ne reste plus d'argent/de gâteau ; I left my bike outside and now it's gone j'ai laissé mon vélo dehors et il n'est plus là or il a disparu ; there goes my chance of winning! c'en est fait de mes chances de gagner! ;8 (be sent, transmitted) it can't go by post on ne peut pas l'envoyer par la poste ; these proposals will go before parliament ces propositions seront soumises au parlement ;9 ( become) to go red rougir ; to go white blanchir ; his hair ou he is going grey il commençe à avoir les cheveux blancs ; to go mad devenir fou/folle ; to go bankrupt faire faillite ;10 ( change over to new system) to go Labour/Conservative Pol [country, constituency] voter travailliste/conservateur ; to go metric adopter le système métrique ; ⇒ private, public ;11 (be, remain) the people went hungry les gens n'avaient rien à manger ; we went for two days without food nous avons passé deux jours sans rien manger ; to go unnoticed passer inaperçu ; to go unpunished rester impuni ; the question went unanswered la question est restée sans réponse ; to go naked se promener tout nu ; he was allowed to go free il a été libéré or remis en liberté ;12 (weaken, become impaired) his memory/mind is going il perd la mémoire/l'esprit ; his hearing is going il devient sourd ; my voice is going je n'ai plus de voix ; the battery is going la batterie est presque à plat ; the engine is going le moteur a des ratés ;13 ( of time) ( elapse) s'écouler ; three hours went by before… trois heures se sont écoulées avant que… (+ subj) ; there are only three days to go before Christmas il ne reste plus que trois jours avant Noël ; how's the time going? quelle heure est-il? ; it's just gone seven o'clock il est un peu plus de sept heures ;14 ( be got rid of) he's totally inefficient, he'll have to go! il est complètement incapable, il va falloir qu'on se débarrasse de lui! ; that new lampshade is hideous, it'll have to go! ce nouvel abat-jour est affreux, il va falloir qu'on s'en débarrasse! ; the car will have to go il va falloir vendre la voiture ; either she goes or I do! c'est elle ou moi! ; six down and four to go! six de faits, et encore quatre à faire! ;15 (operate, function) [vehicle, machine, clock] marcher, fonctionner ; to set [sth] going mettre [qch] en marche ; to get going [engine, machine] se mettre en marche ; fig [business] démarrer ; to get the fire going allumer le feu ; to keep going [person, business, machine] tenir le coup ○, se maintenir ; we have several projects going at the moment nous avons plusieurs projets en route en ce moment ; ⇒ keep ;16 ( start) let's get going! allons-y!, allez, on commençe! ; we'll have to get going on that translation il va falloir qu'on se mette à faire cette traduction ; to get things going mettre les choses en train ; ready, steady, go! à vos marques, prêts, partez! ; here goes!, here we go! c'est parti! ; once he gets going, he never stops une fois lancé, il n'arrête pas ;17 ( lead) aller, conduire, mener (to à) ; that corridor goes to the kitchen le couloir va or conduit à la cuisine ; the road goes down to the sea/goes up the mountain la route descend vers la mer/monte au sommet de la montagne ; this road goes past the cemetery ce chemin passe à côté du cimetière ;18 ( extend in depth or scope) the roots of the plant go very deep les racines de la plante s'enfoncent très profondément ; the historical reasons for this conflict go very deep les raisons historiques de ce conflit remontent très loin ; these habits go very deep ces habitudes sont profondément ancrées or enracinées ; as far as that goes pour ce qui est de cela ; it's true as far as it goes c'est vrai dans un sens or dans une certaine mesure ; she'll go far! elle ira loin! ; this time he's gone too far! cette fois il est allé trop loin! ; a hundred pounds doesn't go far these days on ne va pas loin avec cent livres sterling de nos jours ; one leg of lamb doesn't go very far among twelve people un gigot d'agneau n'est pas suffisant pour douze personnes ; this goes a long way towards explaining his attitude ceci explique en grande partie son attitude ; you can make £5 go a long way on peut faire beaucoup de choses avec 5 livres sterling ;19 (belong, be placed) aller ; where do these plates go? où vont ces assiettes? ; that table goes beside the bed cette table va à côté du lit ; the suitcases will have to go in the back il va falloir mettre les valises derrière ;20 ( fit) gen rentrer ; it won't go into the box ça ne rentre pas dans la boîte ; five into four won't go quatre n'est pas divisible par cinq ; three into six goes twice six divisé par trois, ça fait deux ;21 (be expressed, sung etc in particular way) I can't remember how the poem goes je n'arrive pas à me rappeler le poème ; how does the song go? quel est l'air de la chanson? ; the song goes something like this la chanson ressemble à peu près à ça ; as the saying goes comme dit le proverbe ; the story goes that le bruit court que, on dit que ; her theory goes something like this… sa théorie consiste à peu près à dire que… ;22 ( be accepted) what he says goes c'est lui qui fait la loi ; it goes without saying that il va sans dire que ; that goes without saying cela va sans dire ; anything goes tout est permis ;23 ( be about to) to be going to do aller faire ; it's going to snow il va neiger ; I was just going to phone you j'étais justement sur le point de t'appeler, j'allais justement t'appeler ; I'm going to phone him right now je vais l'appeler tout de suite ; I'm not going to be treated like that! je ne vais pas me laisser faire comme ça! ; we were going to go to Italy, but we changed our plans nous devions aller en Italie, mais nous avons changé d'idée ;24 ( happen) the party went very well la soirée s'est très bien passée ; so far the campaign is going well jusqu'à maintenant la campagne a bien marché ; how did the evening go? comment s'est passée la soirée? ; the way things are going, I don't think we'll ever get finished vu la façon dont les choses se passent or si ça continue comme ça, je pense qu'on n'aura jamais fini ; how's it going ○ ?, how are things going? comment ça va ○ ? ; how goes it? hum comment ça va ○ ?, comment va ◑ ? ;25 ( be on average) it's old, as Australian towns go c'est une ville assez vieille pour une ville australienne ; it wasn't a bad party, as parties go c'était une soirée plutôt réussie par rapport à la moyenne ;26 ( be sold) the house went for over £100,000 la maison a été vendue à plus de 100 000 livres ; we won't let the house go for less than £100,000 nous ne voulons pas vendre la maison à moins de 100 000 livres ; those rugs are going cheap ces tapis ne sont pas chers ; the house will go to the highest bidder la maison sera vendue au plus offrant ; ‘going, going, gone!’ ( at auction) ‘une fois, deux fois, trois fois, adjugé!’ ;27 ( be on offer) I'll have some coffee, if there's any going je prendrai bien un café, s'il y en a ; are there any drinks going? est-ce qu'il y a quelque chose à boire? ; I'll have whatever's going je prendrai ce qu'il y a ; it's the best machine going c'est la meilleure machine sur le marché ; there's a job going at their London office il y a un poste libre dans leur bureau de Londres ;28 ( contribute) the money will go towards a new roof l'argent servira à payer un nouveau toit ; the elements that go to make a great film les éléments qui font un bon film ; everything that goes to make a good teacher toutes les qualités d'un bon enseignant ;29 ( be given) [award, prize] aller (to à) ; [estate, inheritance, title] passer (to à) ; the money will go to charity les bénéfices iront aux bonnes œuvres ; most of the credit should go to the author la plus grande partie du mérite revient à l'auteur ; the job went to a local man le poste a été donné à un homme de la région ;30 ( emphatic use) she's gone and told everybody! elle est allée le dire à tout le monde! ; why did he go and spoil it? pourquoi est-il allé tout gâcher ? ; you've gone and ruined everything! tu t'es débrouillé pour tout gâcher! ; he went and won the competition! il s'est débrouillé pour gagner le concours! ; you've really gone and done it now! tu peux être fier de toi! iron ; then he had to go and lose his wallet comme s'il ne manquait plus que ça, il a perdu son portefeuille ;31 ( of money) (be spent, used up) all his money goes on drink tout son argent passe dans l'alcool ; most of his salary goes on rent la plus grande partie de son salaire passe dans le loyer ; I don't know where all my money goes (to)! je ne sais pas ce que je fais de mon argent! ;32 (make sound, perform action or movement) gen faire ; [bell, alarm] sonner ; the cat went ‘miaow’ le chat a fait ‘miaou’ ; wait until the bell goes attends que la cloche sonne ( subj) ; she went like this with her fingers elle a fait comme ça avec ses doigts ; so he goes ‘what about my money ○ ?’ et puis il dit or il fait, ‘et mon argent?’ ;33 (resort to, have recourse to) to go to war [country] entrer en guerre ; [soldier] partir à la guerre ; to go to law GB ou to the law US aller en justice ;34 (break, collapse etc) [roof] s'effondrer ; [cable, rope] se rompre, céder ; ( fuse) [light bulb] griller ;35 (bid, bet) aller ; I'll go as high as £100 j'irai jusqu'à 100 livres sterling ; I went up to £100 je suis allé jusqu'à 100 livres sterling ;36 ( take one's turn) you go next c'est ton tour après, c'est à toi après ; you go first après vous ;37 ( be in harmony) those two colours don't go together ces deux couleurs ne vont pas ensemble ; the curtains don't go with the carpet les rideaux ne vont pas avec le tapis ; white wine goes better with fish than red wine le vin blanc va mieux avec le poisson que le rouge ;38 ○ euph ( relieve oneself) aller aux toilettes ;1 ( travel) we had gone ten miles before we realized that… nous avions déjà fait dix kilomètres quand nous nous sommes rendu compte que… ; are you going my way? tu vas dans la même direction que moi? ; to go one's own way fig suivre son chemin ;2 ○ (bet, bid) I go two diamonds ( in cards) j'annonce deux carreaux ; he went £20 il a mis or parié 20 livres sterling.1 GB ( person's turn) tour m ; ( try) essai m ; it's your go ( in game) c'est ton tour, c'est à toi ; whose go is it? gen à qui le tour? ; ( in game) à qui de jouer? ; you've had two goes ( in game) tu as eu deux tours ; ( two attempts at mending sth) tu as déjà essayé deux fois ; to have a go at sth essayer de faire qch ; have another go! essaie encore une fois or un coup! ; she had several goes at the exam elle a repassé l'examen plusieurs fois ; I had to have several goes before passing j'ai dû m'y reprendre à plusieurs fois avant de réussir ;2 ○ ( energy) dynamisme m ; to be full of go, to be all go être très dynamique, avoir beaucoup d'allant ; he has no go in him il manque de dynamisme ;to have a go at sb s'en prendre à qn ; to make a go of sth réussir qch ; she's always on the go elle n'arrête jamais ; he's all go ○ ! il n'arrête pas! ; it's all the go ○ ! ça fait fureur! ; we have several different projects on the go at the moment nous avons plusieurs projets différents en chantier or en cours en ce moment ; (it's) no go! pas question! ; from the word go dès le départ ; that was a near go ○ ! on l'a échappé belle! ; in one go d'un seul coup ; to go one better than sb renchérir sur qn ; that's how it goes!, that's the way it goes! ainsi va le monde!, c'est la vie! ; there you go ○ ! voilà!■ go about:▶ go about1 = go around ;2 Naut virer de bord ; prepare to go about! parer à virer! ;▶ go about [sth]1 ( undertake) s'attaquer à [task] ; how do you go about writing a novel? comment est-ce que vous vous y prenez pour écrire un roman? ; he knows how to go about it il sait s'y prendre ;2 ( be busy with) to go about one's business vaquer à ses occupations ; she went about her work mechanically elle faisait son travail machinalement.■ go across:▶ go across traverser ; he's gone across to the shop/neighbour's il est allé au magasin en face/chez les voisins en face ;▶ go across [sth] traverser [street, river, bridge etc].■ go after:▶ go after [sth/sb]1 ( chase) poursuivre [person] ;2 fig ( try hard to get) he really went after that job il a fait tout son possible pour avoir ce travail.■ go against:▶ go against [sb/sth]1 ( prove unfavourable to) the vote/verdict/decision went against them le vote/le verdict/la décision leur a été défavorable or n'a pas été en leur faveur ; the war is going against them la guerre tourne à leur désavantage ;2 ( conflict with) être contraire à [rules, principles] ; to go against the trend aller à l'encontre de or être contraire à la tendance ; to go against the party line Pol ne pas être dans la ligne du parti ;3 (resist, oppose) s'opposer à, aller à l'inverse de [person, sb's wishes].■ go ahead1 ( go in front) go ahead, I'll follow you on partez devant, je vous suis ;2 fig ( proceed) go! ( in conversation) continue! ; go ahead and shoot! vas-y, tire! ; they are going ahead with the project ils ont décidé de mettre le projet en route ; we can go ahead without them nous pouvons continuer sans eux ; next week's strike is to go ahead la grève de la semaine prochaine va avoir lieu.■ go along1 ( move along) [person, vehicle] aller, avancer ; to make sth up as one goes along fig inventer qch au fur et à mesure ;2 ( attend) aller ; she went along as a witch elle y est allée déguisée en sorcière ; I went along as a witness j'y suis allé or je me suis présenté comme témoin.▶ go along with [sb/sth] être d'accord avec, accepter [plans, wishes] ; I can't go along with that je ne peux pas accepter ça ; I'll go along with you there je suis d'accord avec vous sur ce point.■ go around:1 (move, travel about) se promener, circuler ; to go around naked/barefoot se promener tout nu/pieds nus ; she goes around on a bicycle elle circule à bicyclette ; they go around everywhere together ils vont partout ensemble ;2 ( circulate) [rumour] courir ; there's a rumour going around that le bruit court que ; there's a virus going around il y a un virus qui traîne ; there isn't enough money to go around il n'y a pas assez d'argent pour tout le monde ;▶ go around [sth] faire le tour de [house, shops, area] ; to go around the world faire le tour du monde ; they went around the country looking for him ils l'ont cherché dans tout le pays.■ go at:▶ go at [sb] ( attack) attaquer, tomber sur ;▶ go at [sth] s'attaquer à, s'atteler à [task, activity].■ go away [person] partir ; to go away on holiday GB ou vacation US partir en vacances ; go away and leave me alone! va-t-en et laisse-moi tranquille! ; go away and think about it réfléchissez-y ; don't go away thinking that ne va pas croire que ; this cold/headache just won't go away! je n'arrive pas à me débarrasser de ce rhume/mal de tête! ; the problems aren't just going to go away! les problèmes ne vont pas disparaître tout seuls!■ go back1 ( return) retourner ; ( turn back) rebrousser chemin, faire demi-tour ; ( resume work) reprendre le travail ; (resume classes, studies) reprendre les cours ; as it was raining, they decided to go back comme il pleuvait, ils ont décidé de faire demi-tour or de rebrousser chemin ; they went back home ils sont rentrés chez eux ; let's go back to France rentrons en France ; to go back to the beginning recommencer ; to go back to sleep se rendormir ; to go back to work/writing se remettre au travail/à écrire ; go back! the path isn't safe reculez! le chemin est dangereux ; once you've committed yourself, there's no going back une fois que vous vous êtes engagé, vous ne pouvez plus reculer ;2 ( in time) remonter ; to go back in time remonter dans le temps ; to understand the problem we need to go back 20 years pour comprendre le problème il faut remonter 20 ans en arrière ; this tradition goes back a century cette tradition est vieille d'un siècle ; we go back a long way ça fait longtemps qu'on se connaît ;3 ( revert) revenir (to à) ; to go back to teaching revenir à l'enseignement ; to go back to being a student reprendre des études ; let's go back to what we were discussing yesterday revenons à ce que dont nous parlions hier.■ go back on:▶ go back on [sth] revenir sur [promise, decision].■ go before:▶ go before ( go in front) aller au devant ; fig ( in time) se passer avant ; all that had gone before tout ce qui s'était passé avant ;▶ go before [sb/sth] [person] comparaître devant [court, judge] ; the bill went before parliament le projet de loi a été soumis au parlement.■ go by:▶ go by [person] passer ; [time] passer, s'écouler ; as time goes by avec le temps ; don't let such opportunities go by il ne faut pas laisser passer de telles occasions ;▶ go by [sth]1 ( judge by) juger d'après ; to go by appearances juger d'après or sur les apparences ; going by her looks, I'd say she was about 30 à la voir, je lui donne 30 ans ; you mustn't go by what you read in the papers il ne faut pas croire tout ce que disent les journaux ; if the trailer is anything to go by, it should be a good film à en juger par la bande-annonce, ça doit être un bon film ; if the father is anything to go by, I wouldn't like to meet the son! quand on voit le père, on n'a pas envie de rencontrer le fils! ;2 ( proceed by) to go by the rules suivre or observer le règlement ; promotion goes by seniority la promotion se fait à l'ancienneté or en fonction de l'ancienneté.■ go down:▶ go down1 ( descend) gen descendre ; [diver] effectuer une plongée ; to go down to the cellar descendre à la cave ; to go down to the beach aller à la plage ; to go down to the pub aller au pub ; they've gone down to Brighton for a few days ils sont allés passer quelques jours à Brighton ; ‘going down!’ ( in elevator) ‘on descend!’ ; to go down on one's knees se mettre à genoux ;2 ( fall) [person, aircraft] tomber ; ( sink) [ship] couler, sombrer ; [person] couler, disparaître sous les flots ; most of the passengers went down with the ship la plupart des passagers ont coulé avec le navire ; the plane went down in flames l'avion s'est écrasé en flammes ; the plane went down over Normandy/the Channel l'avion s'est écrasé en Normandie/est tombé dans la Manche ; to go down for the third time [drowning person] disparaître sous les flots et se noyer ;3 [sun] se coucher ;4 ( be received) to go down well/badly être bien/mal reçu ; this remark didn't go down at all well cette remarque n'a pas été appréciée du tout ; his jokes went down well/didn't go down well with the audience le public a apprécié/n'a pas beaucoup apprécié ses plaisanteries ; another cup of coffee would go down nicely! une autre tasse de café serait la bienvenue! ;5 ( be swallowed) it went down the wrong way c'est passé de travers ;6 ( become lower) [water level, temperature] baisser ; [tide] descendre ; [price, standard] baisser ; ( abate) [storm, wind] se calmer ; [fire] s'éteindre ; the river has/the floods have gone down le niveau de la rivière/des inondations a baissé ; foodstuffs are going down (in price) les produits alimentaires deviennent moins chers ;8 GB Univ ( break up for holiday) terminer les cours ; ( leave university permanently) quitter l'université ; when do you go down? quand est-ce que vous êtes en vacances? ;9 gen, Sport (fail, be defeated) perdre ; ( be downgraded) redescendre ; Corby went down 6-1 to Oxford Corby a perdu 6-1 contre Oxford ; the team has gone down to the second division l'équipe est redescendue en deuxième division ;10 ( be remembered) he will go down as a great statesman on se souviendra de lui comme d'un grand homme d'État ;11 ( be recorded) être noté ; it all goes down in her diary elle note tout dans son journal ;12 ( continue) the book goes down to 1939 le livre va jusqu'en 1939 ; if you go down to the second last line you will see that si vous regardez à l'avant-dernière ligne, vous verrez que ;13 ( be stricken) to go down with flu/malaria attraper la grippe/la malaria ;14 ○ GB ( be sent to prison) être envoyé en prison ;15 Comput [computer, system] tomber en panne ;▶ go down [sth]■ go down on:▶ go down on [sth] ( set) [sun] se coucher sur ; when the sun went down on the Roman Empire fig quand l'empire romain commençait à décliner ;■ go for:▶ go for [sb/sth]1 ○ (favour, have liking for) craquer ○ pour [person, physical type] ; aimer [style of music, literature etc] ; he really goes for blondes il craque ○ pour or il adore les blondes ; I don't go much for modern art je ne suis pas emballé ○ par l'art moderne, je n'aime pas tellement l'art moderne ;2 ( apply to) être valable pour, s'appliquer à ; that goes for all of you! c'est valable pour tout le monde! ; the same goes for him c'est valable pour lui aussi!, ça s'applique à lui aussi! ;▶ go for [sb]1 ( attack) ( physically) attaquer, tomber sur ; ( verbally) attaquer, s'en prendre à [person] ; the two youths went for him les deux jeunes l'ont attaqué or lui ont sauté dessus ; to go for sb's throat [animal] attaquer qn à la gorge ; she really went for him! (in argument, row) elle l'a vraiment incendié!, elle s'en est prise violemment à lui! ;2 he has a lot going for him il a beaucoup de choses pour lui ;▶ go for [sth]1 ( attempt to achieve) essayer d'obtenir [honour, victory] ; she's going for the gold medal/world record elle vise la médaille d'or/le record mondial ; go for it ○ ! vas-y, fonce ○ ! ; the company is going for a new image l'entreprise cherche à se donner une nouvelle image ; the team is going for a win against Italy l'équipe compte bien gagner contre l'Italie ;2 ( choose) choisir, prendre ; I'll go for the blue one je prendrai le bleu.■ go forth sout [person] ( go out) sortir ; ( go forward) aller, avancer ; go forth and multiply allez et multipliez-vous.■ go forward(s) avancer.■ go in1 ( enter) entrer ; ( go back in) rentrer ;3 ( disappear) [sun, moon] se cacher.■ go in for:▶ go in for [sth]1 ( be keen on) aimer [sport, hobby etc] ; I don't go in for sports much je n'aime pas tellement le sport ; he goes in for opera in a big way il adore l'opéra, c'est un fou d'opéra ○ ; we don't go in for that sort of thing nous n'aimons pas ce genre de chose ; they don't go in much for foreign languages at Ben's school ils ne s'intéressent pas beaucoup aux langues étrangères dans l'école de Ben ;2 ( take up) to go in for teaching entrer dans l'enseignement ; to go in for politics se lancer dans la politique ;3 ( take part in) s'inscrire à [exam, competition].■ go into:▶ go into [sth]1 ( enter) entrer dans ; fig ( take up) se lancer dans ; to go into hospital entrer à l'hôpital ; to go into parliament entrer au parlement ; to go into politics/business se lancer dans la politique/les affaires ;2 (examine, investigate) étudier ; we need to go into the question of funding il faut que nous étudiions la question du financement ;3 (explain, describe) I won't go into why I did it je n'expliquerai pas pourquoi je l'ai fait ; let's not go into that now laissons cela de côté pour l'instant ;4 ( launch into) se lancer dans ; she went into a long explanation of what had happened elle s'est lancée dans une longue explication de ce qui s'était passé ;5 ( be expended) a lot of work/money went into this project beaucoup de travail/d'argent a été investi dans ce projet ; a lot of effort went into organizing the party l'organisation de la soirée a demandé beaucoup de travail ;6 ( hit) [car, driver] rentrer dans, heurter ; the car went into a lamp post la voiture est rentrée dans or a heurté un réverbère.■ go in with:▶ go in with [sb] se joindre à [person, ally, organization] ; he went in with us to buy the present il s'est mis avec nous pour acheter le cadeau.■ go off:▶ go off2 [alarm clock] sonner ; [fire alarm] se déclencher ;3 ( depart) partir, s'en aller ; he went off to work il est parti au travail ; she went off to find a spade elle est allée chercher une pelle ; they went off together ils sont partis ensemble ;4 GB ( go bad) [milk, cream] tourner ; [meat] s'avarier ; [butter] rancir ; ( deteriorate) [performer, athlete etc] perdre sa forme ; [work] se dégrader ; ( lose one's attractiveness) [person] être moins beau/belle qu'avant ; he used to be very handsome, but he's gone off a bit il était très beau, mais il est moins bien maintenant ; the first part of the film was good, but after that it went off la première partie du film était bien, mais après ça s'est dégradé ;5 ○ ( fall asleep) s'endormir ;6 ( cease to operate) [lights, heating] s'éteindre ;7 (happen, take place) [evening, organized event] se passer ; the concert went off very well le concert s'est très bien passé ;8 Theat quitter la scène ;▶ go off [sb/sth] GB I used to like him but I've gone off him je l'aimais bien avant, mais je ne l'aime plus tellement ; I've gone off opera/whisky je n'aime plus tellement l'opéra/le whisky ; I think she's gone off the idea je crois qu'elle a renoncé à l'idée.■ go off with:▶ go off with [sb/sth] partir avec [person, money] ; she went off with all his money elle est partie avec tout son argent ; who's gone off with my pen? qui a pris mon stylo?■ go on:▶ go on1 (happen, take place) se passer ; what's going on? qu'est-ce qui se passe? ; there's a party going on upstairs il y a une fête en haut ; how long has this been going on? depuis combien de temps est-ce que ça dure? ; a lot of stealing goes on il y a beaucoup de vols ; a lot of drinking goes on at Christmas time les gens boivent beaucoup à Noël ;2 ( continue on one's way) poursuivre son chemin ;3 ( continue) continuer ; go on with your work continuez votre travail, continuez de travailler ; go on looking continuez à or de chercher ; she went on speaking elle a continué de parler ; go on, we're all listening! continue, nous t'écoutons tous! ; ‘and another thing,’ she went on, ‘you're always late’ ‘et autre chose,’ a-t-elle ajouté, ‘vous êtes toujours en retard’ ; if he goes on like this, he'll get into trouble! s'il continue comme ça, il va s'attirer des ennuis ; we can't go on like this! nous ne pouvons pas continuer comme ça! ; life must go on la vie continue ; the meeting went on into the afternoon la réunion s'est prolongée jusque dans l'après-midi ; you can't go on being a pen pusher all your life! tu ne peux pas rester gratte-papier toute ta vie! ; the list goes on and on la liste est infinie or interminable ; that's enough to be going on with ça suffit pour le moment ; have you got enough work to be going on with? est-ce que tu as assez de travail pour le moment? ; here's £20 to be going on with voici 20 livres pour te dépanner ; go on (with you) ○ ! allons donc! ;4 ( of time) ( elapse) as time went on, they… avec le temps, ils… ; as the evening went on, he became more animated au fur et à mesure que la soirée avançait, il devenait plus animé ;5 ( keep talking) to go on about sth ne pas arrêter de parler de qch, parler de qch à n'en plus finir ; he was going on about the war il parlait de la guerre à n'en plus finir ; don't go on about it! arrête de parler de ça!, change de disque! ; she went on and on about it elle en a fait toute une histoire ; he does tend to go on a bit! il a tendance à radoter ○ ! ; the way she goes on, you'd think she was an expert on the subject! à l'entendre, on croirait qu'elle est experte en la matière! ;6 ( proceed) passer ; let's go on to the next item passons au point suivant ; he went on to say that/describe how puis il a dit que/décrit comment ;7 ( go into operation) [heating, lights] s'allumer ;8 Theat entrer en scène ; what time do you go on? à quelle heure est-ce que vous entrez en scène? ;9 ( approach) it's going on three o'clock il est presque trois heures ; she's four going on five elle va sur ses cinq ans ; he's thirty going on three hum il a trente ans mais il pourrait bien en avoir trois ;10 ( fit) these gloves won't go on ces gants ne m'iront pas ; the lid won't go on properly le couvercle ne ferme pas bien ;▶ go on [sth] se fonder sur [piece of evidence, information] ; that's all we've got to go on tout ce que nous savons avec certitude ; we've got nothing else to go on nous n'avons pas d'autre point de départ ; the police haven't got much evidence to go on la police n'a pas beaucoup de preuves à l'appui.■ go on at:▶ go on at [sb] s'en prendre à [person] ; he's always going on at me for writing badly il s'en prend toujours à moi à cause de ma mauvaise écriture ; they're always going on at us about deadlines ils sont toujours sur notre dos pour des histoires de délais.■ go out1 (leave, depart) sortir ; she went out of the room elle a quitté la pièce, elle est sortie de la pièce ; to go out walking aller se promener ; to go out for a drink aller prendre un verre ; they go out a lot ils sortent beaucoup ; she likes going out elle aime sortir ; she had to go out to work at 14 il a fallu qu'elle aille travailler à 14 ans ;2 ( travel long distance) partir (to à, pour) ; she's gone out to Australia/Africa elle est partie pour l'Australie/l'Afrique ;3 ( have relationship) to go out with sb sortir avec qn ; they've been going out together for six weeks ils sortent ensemble depuis six semaines ;4 [tide] descendre ; the tide is going out la marée descend, la mer se retire ;5 Ind ( go on strike) se mettre en grève ;6 ( become unfashionable) passer de mode ; ( no longer be used) ne plus être utilisé ; mini-skirts went out in the 1970s les mini-jupes ont passé de mode dans les années 70 ; gas went out and electricity came in l'électricité a remplacé le gaz ;7 ( be extinguished) [fire, light] s'éteindre ;8 ( be sent) [invitation, summons] être envoyé ; ( be published) [journal, magazine] être publié ; Radio, TV ( be broadcast) être diffusé ;9 ( be announced) word went out that he was coming back le bruit a couru qu'il revenait ; the news went out from Washington that Washington a annoncé que ;10 ( be eliminated) gen, Sport être éliminé ; she went out in the early stages of the competition elle a été éliminée au début de la compétition ;11 (expressing compassion, sympathy) my heart goes out to them je les plains de tout mon cœur, je suis de tout cœur avec eux ; our thoughts go out to absent friends nos pensées vont vers nos amis absents ;12 ( disappear) all the spirit seemed to have gone out of her elle semblait avoir perdu tout son entrain ; the romance seemed to have gone out of their relationship leur relation semblait avoir perdu tout son charme ;13 ( end) [year, month] se terminer ;14 ( in cards) terminer.■ go over:▶ go over1 ( cross over) aller ; she went over to him/to the window elle est allée vers lui/vers la fenêtre, elle s'est approchée de lui/de la fenêtre ; to go over to Ireland/to America aller en Irlande/aux États-Unis ; we are now going over to Washington for more news Radio, TV nous passons maintenant l'antenne à Washington pour plus d'informations ;2 ( be received) how did his speech go over? comment est-ce que son discours a été reçu? ; his speech went over well son discours a été bien reçu ; to go over big ○ avoir un grand succès ;3 ( switch over) he went over to Labour from the Conservatives il est passé du parti des conservateurs au parti des travaillistes ; to go over to the other side fig passer dans l'autre camp ; we've gone over to gas (central heating) nous sommes passés au chauffage central au gaz ; to go over to Islam se convertir à l'Islam ;▶ go over [sth]1 ( review) passer [qch] en revue [details] ; she went over the events of the day in her mind elle a passé en revue les événements de la journée ; we've gone over the details again and again nous avons déjà passé les détails en revue mille fois ; to go over one's lines ( actor) répéter son texte ; there's no point in going over old ground il n'y a aucune raison de revenir là-dessus ;2 (check, inspect) vérifier [accounts, figures] ; revoir [facts, piece of work] ; I want to go over this article once more before I hand it in je veux relire cet article une dernière fois avant de le remettre ; to go over a house faire le tour d'une maison ;3 ( clean) he went over the room with a duster il a donné un coup de chiffon dans la pièce ; after cleaning, go over the surface with a dry cloth après l'avoir nettoyée, essuyez la surface avec un chiffon sec or passez un chiffon sec sur la surface ;4 to go over a sketch in ink repasser un dessin à l'encre ;5 ( exceed) dépasser ; don't go over £100 ne dépassez pas 100 livres sterling.■ go round GB:▶ go round1 ( turn) [wheel, propeller etc] tourner ; the wheels went round and round les roues n'ont pas arrêté de tourner ; my head's going round j'ai la tête qui tourne ;2 ( call round) to go round to see sb aller voir qn ; he's gone round to Anna's il est allé chez Anna ;3 ( suffice) there isn't enough food/money to go round il n'y a pas assez de nourriture/d'argent pour tout le monde ; there was barely enough to go round il y en avait à peine assez pour tout le monde ;4 ( circulate) there's a rumour going round that le bruit court que ;5 ( make detour) faire un détour ; we had to go round the long way ou the long way round il a fallu qu'on prenne un chemin plus long ; I had to go round by the bridge il a fallu que je passe par or que je fasse un détour par le pont ;■ go through:1 ( come in) entrer ; if you'll just go (on) through, I'll tell them you're here si vous voulez bien entrer, je vais leur dire que vous êtes arrivé ;2 ( be approved) [law, agreement] passer ; the law failed to go through la loi n'est pas passée ; the divorce hasn't gone through yet le divorce n'a pas encore été prononcé ;3 ( be successfully completed) [business deal] être conclu ;▶ go through [sth]1 ( undergo) endurer, subir [experience, ordeal] ; ( pass through) passer par [stage, phase] ; in spite of all he's gone through malgré tout ce qu'il a enduré ; we've all gone through it nous sommes tous passés par là ; she's gone through a lot elle a beaucoup souffert ; he went through the day in a kind of daze toute la journée il a été dans un état second ; the country has gone through two civil wars le pays a connu deux guerres civiles ; to go through a crisis traverser une crise ; as you go through life au fur et à mesure que tu vieillis, en vieillissant ; you have to go through the switchboard/right authorities il faut passer par le standard/les autorités compétentes ; it went through my mind that l'idée m'a traversé l'esprit que ;2 (check, inspect) examiner, étudier ; ( rapidly) parcourir [documents, files, list] ; to go through one's mail parcourir son courrier ; let's go through the points one by one étudions or examinons les problèmes un par un ;3 ( search) fouiller [person's belongings, baggage] ; to go through sb's pockets/drawers fouiller dans les poches/tiroirs de qn ; at customs they went through all my things à la douane ils ont fouillé toutes mes affaires ;4 (perform, rehearse) répéter [scene] ; expliquer [procedure] ; let's go through the whole scene once more répétons or reprenons toute la scène une dernière fois ; there are still a certain number of formalities to be gone through il y a encore un certain nombre de formalités à remplir ; I went through the whole procedure with him je lui ai expliqué comment il fallait procéder en détail ;5 (consume, use up) dépenser [money] ; we went through three bottles of wine nous avons bu or descendu ○ trois bouteilles de vin ; I've gone through the elbows of my jacket j'ai usé ma veste aux coudes.▶ go through with [sth] réaliser, mettre [qch] à exécution [plan] ; in the end they decided to go through with the wedding finalement ils ont décidé de se marier ; I can't go through with it je ne peux pas le faire ; you'll have to go through with it now il va falloir que tu le fasses maintenant.1 ( harmonize) [colours, pieces of furniture etc] aller ensemble ; these colours don't go together ces couleurs ne vont pas ensemble ;2 ( entail each other) aller de pair ; poverty and crime often go together la pauvreté et le crime vont souvent de pair ;3 ○ †( have relationship) [couple] sortir ensemble.■ go under1 [boat, ship] couler, sombrer ; [drowning person] couler, disparaître sous les flots ;■ go up:▶ go up1 ( ascend) monter ; to go up to bed monter se coucher ; they've gone up to London ils sont allés or montés à Londres ; they've gone up to Scotland ils sont allés en Écosse ; ‘going up!’ ( in elevator) ‘on monte!’ ;2 ( rise) [price, temperature] monter ; Theat [curtain] se lever (on sur) ; petrol has gone up (in price) (le prix de) l'essence a augmenté ; unemployment is going up le chômage augmente or est en hausse ; our membership has gone up le nombre de nos adhérents a augmenté ; a cry went up from the crowd un cri est monté or s'est élevé de la foule ;3 ( be erected) [building] être construit ; [poster] être affiché ; new office blocks are going up all over the place on construit de nouveaux immeubles un peu partout ;4 (be destroyed, blown up) [building] sauter, exploser ;6 ( be upgraded) the team has gone up to the first division l'équipe est passée en première division ;7 ( continue) the book/series goes up to 1990 le livre/la série va jusqu'en 1990 ;▶ go up [sth]1 ( mount) monter, gravir [hill, mountain] ;2 to go up a class Sch passer dans une classe supérieure.■ go with:▶ go with [sth]1 (match, suit) aller avec ; your shirt goes with your blue eyes ta chemise va bien avec tes yeux bleus ; white wine goes better with fish than red wine le vin blanc va mieux avec le poisson que le rouge ;2 ( accompany) aller de pair avec ; the car goes with the job la voiture va de pair avec la situation ; the responsibilities that go with parenthood les responsabilités qui vont de pair avec le fait d'être parent ;■ go without:▶ go without s'en passer ; you'll just have to go without! il va falloir que tu t'en passes!, il va falloir que tu fasses sans! ;▶ go without [sth] se passer de [food, luxuries]. -
66 Artificial Intelligence
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)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)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, EventuallyJust 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 ProgramMany 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)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)[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)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 FormThe 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)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)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)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)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 FormationIt 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)We might distinguish among four kinds of 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.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.... 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)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 ContextsEven 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)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)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 IntelligenceThe 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)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 PropositionsIn 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)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)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)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)Historical dictionary of quotations in cognitive science > Artificial Intelligence
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detail — 1. noun /ˈdi(ː)teɪl,ˈdi(ː)teɪl,dɪˈteɪl/ a) Something small enough to escape casual notice. Note this fine detail in the lower left corner. b) A profusion of details. We missed several important details in the contract. Syn: technicality, trifle … Wiktionary
explain — [ek splān′, iksplān′] vt. [ME explanen < L explanare, to flatten < ex , out + planare, to make level < planus, level (see PLANE2): sp. infl. by PLAIN1] 1. to make clear, plain, or understandable 2. to give the meaning or interpretation… … English World dictionary
explain — I verb account for, annotate, assign a meaning to, cause to be understood, clarify, clear of obscurity, clear up, decipher, define, demonstrate, describe, disentangle, elucidate, enlighten, enucleate, exemplify, expedire, explanare, explicate,… … Law dictionary
explain — [v] make clear; give a reason for account for, analyze, annotate, break down, bring out, clarify, clear up, construe, decipher, define, demonstrate, describe, diagram, disclose, elucidate, excuse, explicate, expound, get across*, go into detail,… … New thesaurus
detail — I noun aspect, circumstance, circumstantiality, component, component part, division, element, feature, fractional part, fragment, individual part, ingredient, instance, integral part, integrant, item, minor part, minute part, part, particular,… … Law dictionary
explain — verb ADVERB ▪ in detail ▪ I explained the issues in great detail. ▪ fully ▪ The reasons for the accident have not been fully explained. ▪ adequately … Collocations dictionary
explain — I (New American Roget s College Thesaurus) v. t. expound, solve, elucidate, resolve, fathom, account for; demonstrate, construe, interpret, define, describe, develop, detail, criticize, comment. See answer, attribution, interpretation. II (Roget… … English dictionary for students
explain — explainable, adj. explainer, explanator /ek spleuh nay teuhr/, n. /ik splayn /, v.t. 1. to make plain or clear; render understandable or intelligible: to explain an obscure point. 2. to make known in detail: to explain how to do something. 3. to… … Universalium
detail — {{Roman}}I.{{/Roman}} noun ADJECTIVE ▪ little, minor, minute, small, subtle, tiny ▪ It is important to get even the small details right. ▪ considerab … Collocations dictionary
explain — /əkˈspleɪn / (say uhk splayn), /ɛk / (say ek ) verb (t) 1. to make plain or clear; render intelligible: to explain an obscure point. 2. to make known in detail: to explain how to do something; to explain a process. 3. to assign a meaning to;… …
detail — 1. noun 1) the picture is correct in every detail Syn: particular, respect, feature, characteristic, attribute, specific, aspect, facet, part, unit, component, constituent; fact, piece of information, point, element, c … Thesaurus of popular words