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1 care
kɛə
1. сущ.
1) забота;
уход (медицинский) to entrust smb. to smb.'s care, to put smb. in smb.'s care ≈ доверить кого-л. чьим-л. заботам to provide care for smb.≈ обеспечивать уход за кем-л. to take care of smb. ≈ смотреть за кем-л., заботиться о ком-л. child care, infant care ≈ забота о детях;
уход за детьми care of motherhood and childhood ≈ охрана материнства и детства day care for children ≈ ежедневная забота о детях (tender) loving care ≈ нежная забота long-term care ≈ длительное лечение parental care ≈ родительская забота special care ≈ особый уход This patient requires intensive care. ≈ Этому пациенту необходимо интенсивное медицинское лечение. Have a care!, Take care! ≈ Береги(те) сь! She took care to avoid catching cold. ≈ Она позаботилась о том, чтобы не простыть. into care in care of under the care Syn: solicitude
2) внимание, осторожность;
тщательность, щепетильность great, meticulous, painstaking, scrupulous, utmost care ≈ крайняя осторожность The work needs great care. ≈ Работа требует особой тщательности. Take care that you don't get involved. ≈ Постарайся не вляпаться.
3) тревога;
проблемы Lean back in a hot bath and forget all the cares of the day. ≈ Прими горячую ванну и забудь все неприятности этого дня. ∙ c/o (читается care of) ≈ через;
по адресу Mr White c/o Mr Jones ≈ г-ну Джоунзу для передачи г-ну Уайту
2. гл.
1) заботиться( for, of, about) ;
беспокоиться, тревожиться( for) The children are well cared for. ≈ За детьми прекрасный уход. He cares only for himself. ≈ Он только о себе и думает. Syn: worry, look after
2) проявлять интерес, испытывать любовь/привязанность (for)
3) иметь желание (to) ∙ care about care for I don't care a straw( damn, button, brass farthing, fig, feather, whoop) ≈ мне безразлично, наплевать I don't care if I do разг. ≈ я не прочь;
ничего не имею против забота, попечение - * of public health общественное здравоохранение - in * на воспитании - in * of smb. на чьем-л. попечении - the baby was left in Mari's * ребенок остался под присмотром /на попечении/ Мери - the child was returned to its mother's * ребенок был возвращен матери (из больницы, от опекунов и т. п.) - I will leave this to your * оставляю это вам на хранение /на попечение/;
поручаю это вам, передаю под вашу ответственность - the library is under the * of Mr. Green г-н Грин заведует библиотекой - to take * of smb. заботиться о ком-л.;
приютить /пригреть/ кого-л.;
обеспечить кого-л. - to take * of veterans обеспечить ветеранов (войны) - their children are taken into * их дети переданы на воспитание в чужие семьи - the financing of the enterprise has been taken * of by the bank финансирование этого предприятия взял на себя банк - don't worry, I'll take * of it не беспокойтесь, я приму нужные меры /я это возьму на себя/ (эвфмеизм) расправиться /разделаться/ с кем-л. - I'll take * of him предоставьте его мне, я с ним справлюсь - a formidable foe to take * of грозный враг, которого непросто одолеть - to take * about smb. заботиться о ком-л.;
приютить /пригреть/ кого-л.;
обеспечить кого-л. наблюдение( врача и т. п.) ;
обслуживание( больного и т. п.) ;
уход (тж. за машиной) - under the * of a physician под наблюдением врача - you'll have the best * of this hospital в этой больнице вы получите самое лучшее лечение и уход внимательность, тщательность;
осторожность - you should give more * to your work надо более внимательно /вдумчиво/ относиться к работе - to be handled with *! обращаться осторожно! - take *! осторожно!, береги(те) сь! - have a *! будьте осторожны!, береги(те) сь! - take * not to wake the baby осторожнее /смотри/, не разбуди ребенка - take * (that) you don't get knocked down when you cross the road смотрите не попадите под машину, когда будете переходить дорогу заботы, забота;
тревога;
треволнения - the *s of the day треволнения дня - her face was worn with * у нее было изможденное лицо - * has made him look ten years older заботы состарили его на десять лет - free from *s беззаботный - troubled by the *s of a large family обремененный большой семьей - he hasn't a * in the world его ничто не тревожит, ему не о ком и не о чем заботиться (for, of) пристрастие, любовь, склонность( - care) как компонент сложных слов со значением уход, присмотр - day-care присмотр за детьми в дневное время > * of (сокр. с/о, с.о.) на почтовых отправлениях по адресу;
через > Mr. Smith c/o Brown & Co. фирме Браун и К для передачи мистеру Смиту > send me the bill * of my solicitor перешлите мне счет через моего поверенного > I wrote to you * of Tatler Hotel я писал вам на гостиницу /по адресу гостиницы/ "Татлер" > * killed a /the/ cat забота и кошку уморит;
заботы хоть кого в могилу вгонят (for, of, about) заботиться (о ком-л., о чем-л.) ;
ухаживать - the children are well *d for за детьми прекрасный уход - he *s about nobody but himself он заботится только о себе беспокоиться, тревожиться, волноваться - he failed at the examination, but I don't think he *s very much он провалился на экзамене, но его это, по-видимому, мало волнует /заботит, тревожит/ - I don't * what people say мне все равно, что говорят - you don't seem to * much вас это, очевидно, мало волнует - what do I *?, who *s (a rap) ?, as if I *d! а мне все равно!, а мне-то что!, меня это не интересует! (for) любить;
питать интерес к( кому-л., чему-л.) - to * for music любить музыку - to * for riches стремиться к богатству - not to * for olives не любить маслин - she really *s for him она его действительно любит - I don't * for gardening садоводство меня не интересует - he doesn't * for his wife to work он не хочет, чтобы его жена работала иметь желание, хотеть - I don't * to be seen here мне не хочется, чтобы меня здесь видели - would you * to read this article? не хотите ли вы прочитать эту статью? - would you * to go for a walk? не хотите ли пройтись? - I don't * to go /about going/ мне не хочется /у меня нет настроения/ идти - I know nothing and * less ничего не знаю и знать не хочу > not to * a bean /a brass farthing, a button, a cent, a curse, a damn, a fig, a feather, a hang, a hoot, a rap, two straws, a whoop/ совершенно не интересоваться, относиться безразлично > I don't * a fig for this мне на это наплевать > I don't * if I do ничего не имею против, я не прочь;
с удовольствием, охотно( преим. в ответ на предложение выпить) > I couldn't * less мне это совершенно безразлично, мне в высшей степени наплевать > for all I *, for what I * мне-то что;
что касается меня, то мне до этого нет дела > I might be dead for all you * жив я или умер, вам это в высшей степени безразлично after ~ послелечебный уход (предоставляемый лицам, выписанным из больницы) basic health ~ основы контроля за здоровьем, необходимый минимум мер для поддержания здоровья care беспокоиться, тревожиться ~ внимание, осторожность;
the work needs great care работа требует особой тщательности;
have a care!, take care! береги(те) сь! ~ внимательность ~ тж. pl забота, заботы, тревога;
c/o, care of через;
по адресу;
Mr White / Mr Jones г-ну Джоунзу для передачи г-ну Уайту ~ забота;
попечение, уход;
medical care медицинская помощь;
to take care (of smb.) смотреть (за кем-л.), заботиться (о ком-л.) ;
in care of на попечении ~ забота ~ заботиться (for, of, about) ;
the children are well cared for за детьми прекрасный уход ~ иметь желание (to) ;
I don't care мне все равно;
I don't care to go мне не хочется идти ~ наблюдение ~ обслуживание ~ осторожность ~ питать интерес, любовь (for) ;
she really cares for him она его действительно любит;
to care for music интересоваться музыкой;
not to care for meat не любить мяса ~ попечение ~ тщательность ~ for интересоваться ~ питать интерес, любовь (for) ;
she really cares for him она его действительно любит;
to care for music интересоваться музыкой;
not to care for meat не любить мяса ~ for the alcohol and drug abusers уход за больными злоупотребляющими алкоголем и наркотиками (алкоголиками, токсикоманами и т. п.) ~ in a child day-~ centre уход за детьми (в детском саду, яслях) ~ in old-people's home уход в доме для престарелых;
содержание в доме для престарелых ~ killed the cat посл. = не работа старит, а забота ~ тж. pl забота, заботы, тревога;
c/o, care of через;
по адресу;
Mr White / Mr Jones г-ну Джоунзу для передачи г-ну Уайту ~ of disabled забота об инвалидах ~ of [the] disabled уход за (конкретным) инвалидом (неспособным к передвижению, парализованным) ~ of handicapped уход за инвалидами ~ of invalids забота об инвалидах;
уход за инвалидами ~ of mentally deficient забота об умственно отсталых ~ of refugees забота о беженцах (комплекс мероприятий по трудоустройству, обеспечению жильем и т. д.) ~ of the aged уход за престарелыми child ~ социальное обеспечение ребенка child ~ уход за ребенком child committed to ~ ребенок нуждающийся в уходе child day ~ уход за ребенком в дневное время ~ заботиться (for, of, about) ;
the children are well cared for за детьми прекрасный уход children's day ~ дневной уход за детьми client ~ plan система страхования( предусматривающая оплату лечения и реабилитации, но не предусматривающая выплаты пенсии в случае инвалидности) ~ тж. pl забота, заботы, тревога;
c/o, care of через;
по адресу;
Mr White / Mr Jones г-ну Джоунзу для передачи г-ну Уайту co: co в сложных словах означает общность, совместность действий, сотрудничество, взаимность и т. п. ;
напр. coordinate координировать;
согласовывать community ~ совместный уход;
общественный уход, уход обеспечиваемый общиной community health ~ общинное здравоохранение crisis ~ интенсивная терапия, реанимация custodial ~ попечительство, опекунство, опекунский уход day ~ дневная медицинская помощь day ~ дневной уход (за детьми) day ~ дневной уход day-and-night ~ круглосуточный уход decision on taking into ~ решение о взятии на попечение dental health ~ уход за зубами;
врачебный контроль состояния зубов domiciliary ~ домашний уход, уход на дому due ~ должная забота due ~ надлежащий уход due ~ необходимая забота elderly ~ уход за пожилыми людьми employees' health ~ медицинское обслуживание служащих extra-mural ~ уход и лечение вне больницы, уход и лечение за пределами стационара family ~ домашний уход family ~ социальная помощь многодетным семьям family day ~ домашний дневной уход foster ~ домашний уход, семейный уход (за детьми) full-day ~ уход в течение целого дня (например в детском саду) group family day ~ семейный уход за группой (детей, инвалидов) half-day ~ уход в течение половины дня handle with ~ транс. обращаться с осторожностью ~ внимание, осторожность;
the work needs great care работа требует особой тщательности;
have a care!, take care! береги(те) сь! health ~ здравоохранение health ~ медицинский уход home ~ уход на дому hospital ~ лечение в больнице;
уход в больнице ~ иметь желание (to) ;
I don't care мне все равно;
I don't care to go мне не хочется идти I don't ~ a straw (или a damn, a button, a brass farthing, a fig, a feather, a whoop) мне безразлично, наплевать I don't ~ if I do разг. я не прочь;
ничего не имею против ~ иметь желание (to) ;
I don't care мне все равно;
I don't care to go мне не хочется идти ~ забота;
попечение, уход;
medical care медицинская помощь;
to take care (of smb.) смотреть (за кем-л.), заботиться (о ком-л.) ;
in care of на попечении individual ~ индивидуальный уход institution for elderly ~ учереждение по уходу за престарелыми;
дом престарелых institutional ~ уход в специальном учереждении (больнице, лечебном центре, санатории) involuntary ~ недобровольный уход;
лечение без согласия пациента long-term ~ долгосрочный уход manpower ~ забота о персонале ~ забота;
попечение, уход;
medical care медицинская помощь;
to take care (of smb.) смотреть (за кем-л.), заботиться (о ком-л.) ;
in care of на попечении medical ~ лечение medical ~ медицинский уход medical ~ медицинское обслуживание medical ~ institution учреждение по оказанию медицинского ухода и лечения ~ тж. pl забота, заботы, тревога;
c/o, care of через;
по адресу;
Mr White / Mr Jones г-ну Джоунзу для передачи г-ну Уайту night ~ ночной уход, уход в ночное время non-institutional ~ уход non-institutional health ~ уход за здоровьем вне врачебного заведения (вне больницы) ~ питать интерес, любовь (for) ;
she really cares for him она его действительно любит;
to care for music интересоваться музыкой;
not to care for meat не любить мяса nursing home ~ уход в частной лечебнице old-age ~ уход за престарелыми out-patient ~ амбулаторное лечение, амбулаторный уход out-patient ~ амбулаторный уход part-time day ~ уход неполный день( за больным, инвалидом) ;
пребывание пациента на лечении в течение части дня personnel ~ забота о персонале place in day ~ место в учреждении дневного ухода pre-natal ~ наблюдение за беременной женщиной;
гигиена беременности primary health ~ первичная медицинская помощь residential ~ уход в доме для инвалидов residential ~ for the aged уход за инвалидами в доме для престарелых ~ питать интерес, любовь (for) ;
she really cares for him она его действительно любит;
to care for music интересоваться музыкой;
not to care for meat не любить мяса short-term ~ краткосрочный уход special ~ специальный уход specialized health ~ специальный уход за здоровьем;
специальный медицинский уход staff ~ услуги персоналу ~ внимание, осторожность;
the work needs great care работа требует особой тщательности;
have a care!, take care! береги(те) сь! ~ забота;
попечение, уход;
medical care медицинская помощь;
to take care (of smb.) смотреть (за кем-л.), заботиться (о ком-л.) ;
in care of на попечении take ~ of заботиться take ~ of присматривать take ~ of смотреть taking into ~ взятие на уход, взятие на лечение under the ~ of a physician под наблюдением врача whole day ~ уход в течение всего дня ~ внимание, осторожность;
the work needs great care работа требует особой тщательности;
have a care!, take care! береги(те) сь! -
2 care
[kɛə] 1. сущ.1) забота, попечениеin care of smb. — на чьём-л. попечении
tender / loving care — нежная забота
to entrust smb. to smb.'s care, to put smb. in smb.'s care — доверить кого-л. чьим-л. заботам
to take care of smb. — смотреть за кем-л., заботиться о ком-л.
to take smb. into care — взять кого-л. на воспитание
She was taken into care as a baby. — Ребёнком её взяли на воспитание.
The children were left in my care. — Детей оставили под моим присмотром.
- in careSyn:2) уход; (медицинское) наблюдениеantenatal care брит. / antepartal, prenatal care амер. — дородовое наблюдение за ребёнком
child / infant care — уход за детьми
postnatal / postpartum care — послеродовой уход
to provide care for smb. — обеспечивать уход за кем-л.
- custodial careThis patient requires intensive care. — Этому пациенту необходимо интенсивное лечение.
- dental care
- domiciliary care
- emergency care
- outpatient care
- primary health care
- primary care
- medical care3) внимание, осторожность; тщательностьgreat / meticulous / painstaking / scrupulous / utmost care — крайняя осторожность
Have a care!, Take care! — Береги(те)сь!
She took care to avoid catching cold. — Она сделала всё, чтобы не простудиться.
The work needs great care. — Эта работа требует особой тщательности.
Take care that you don't get involved. — Будь осторожен, постарайся не вляпаться.
4) = cares заботы, тревоги, проблемыLean back in a hot bath and forget all the cares of the day. — Прими горячую ванну и забудь все неприятности этого дня.
••- care of2. гл.1) беспокоиться, тревожиться, волноватьсяWho cares? — разг. Не всё ли равно?
I don't care what they say. — Мне всё равно, что они скажут.
He doesn't care a bit. — Ему наплевать.
That's all he cares about. — Больше его ничего не волнует.
He threatened to fire me, as if I cared. — Он грозил уволить меня, будто это может меня напугать.
This writer, unlike most others, does not care about death. — Этот автор, в отличие от многих других, не думает о смерти.
2) ( care for) заботиться о (ком-л.), ухаживать за (кем-л.)The children are well cared for. — За детьми прекрасный уход.
She does some voluntary work caring for the elderly. — Она добровольно помогает ухаживать за престарелыми.
Jane spent years caring for her sick aunt. — Джейн годами ухаживала за своей больной тёткой.
Mary cares for her clothes, to make them last. — Мэри бережно относится к своей одежде, чтобы та подольше носилась.
Syn:look 2. 4)3) (care for / about) проявлять интерес к (кому-л. / чему-л.), испытывать любовь, привязанность к (кому-л. / чему-л.)I knew she cared for him. — Я знал, что он ей нравится.
I really care about the students in my class. — Я действительно люблю своих студентов.
Syn:••not to care a straw / damn / button / brass farthing / fig / feather / whoop / — относиться с полным безразличием, совершенно не интересоваться
I don't care if I do — разг. я не прочь; ничего не имею против
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3 care
1 მზრუნველობა, ზრუნვა, საზრუნავი, მოვლა, მეთვალყურეობაI’ll take care of that ამაზე მე ვიზრუნებthe library is in his care ბიბლიოთეკის გამგეა // ბიბლიოთეკა აბარია2 გულმოდგინება3 სიფრთხილე4 სურვილი (სურს)5 ინტერესი (აინტერესებს)I don't care what he says სულაც არ მაინტერესებს რას იტყვის /ამბობსI couldn't care less სულ არ მაღელვებს / არ მაინტერესებს / არ მენაღვლება6 სიყვარული (უყვარს)7 მოვლა (მოუვლის)to take care გაფრთხილება (გაფრთხილდება, ფრთხილად იქნება)I don't care / give a hang ფეხებზე მკიდიაthis matter needs to be handled with care ამ საქმეს ფაქიზი მიდგომა სჭირდებაshe is weighing down with cares/age საზრუნავით/ასაკით მხარდამძიმებულიაshe confided the child to his mother’s care მან ბავშვი დედამისს ჩააბარაI don't care a damn! სულ არ მაინტერესებს! / არ მენაღვლება! // ფეხებზე მკიდია!for all I care he may be offended სულაც არ მაწუხებს, ეწყინება თუ არა -
4 care
1. сущ.1) общ. забота; уход; попечение, содержаниеto entrust smb. to smb.'s care, to put smb. in smb.'s care — доверить кого-л. чьим-л. заботам
to provide care for smb. — обеспечивать уход за кем-л.
to take care of smb. — смотреть за кем-л., заботиться о ком-л.
This patient requires intensive care. — Этому пациенту необходимо интенсивное медицинское лечение.
See:caregiver, continuing care retirement community, life care community, life care contract, long-term care, dependent care account, dependent care assistance plan, health care, in-network care, managed care, out-of-network care, primary care network, primary care physician, outpatient care centers, Medicare2) общ. внимание, осторожность; тщательность, щепетильностьThe work needs great care. — Работа требует особой тщательности.
3) общ. тревога; проблемы2. гл.Lean back in a hot bath and forget all the cares of the day. — Прими горячую ванну и забудь все неприятности этого дня.
1) общ. заботиться (о ком-л., о чем-л.), проявлять заботу (по отношению к кому-л.), ухаживатьThe children are well cared for. — За детьми прекрасный уход.
He cares only for himself. — Он только о себе и думает.
See:2) общ. беспокоиться, тревожиться, волноватьсяI don't care what she says. — Мне все равно, что она говорит.
3) общ. любить; питать интерес к (кому-л., чему-л.), испытывать любовь/привязанность4) общ. иметь желание, хотеть -
5 require
transitive verb1) (need, wish to have) brauchen; benötigen; erfordern [Tun, Verhalten]a catalogue/guide is available if required — bei Bedarf ist ein Katalog erhältlich/auf Wunsch steht ein Führer zur Verfügung
is there anything else you require? — brauchen/(want) wünschen Sie außerdem noch etwas?
require somebody to do something, require of somebody that he does something — von jemandem verlangen, dass er etwas tut
be required to do something — etwas tun müssen od. sollen
* * *1) (to need: Is there anything else you require?) brauchen2) (to ask, force or order to do something: You are required by law to send your children to school; I will do everything that is required of me.) verlangen•- academic.ru/61692/requirement">requirement* * *re·quire[rɪˈkwaɪəʳ, AM -ɚ]vt1. (need)▪ to \require sth etw brauchenthe house \requires painting das Haus müsste mal gestrichen werden famthis decision \requires much careful thought diese Entscheidung bedarf gründlicher Überlegungwhat qualifications are \required for this position? welche Qualifikationen werden für diese Stelle verlangt?2. (demand)▪ to \require sth [of sb] etw [von jdm] verlangen [o erfordern3. (officially order)▪ to \require sth [of sb] [jdm] etw vorschreiben▪ to \require sb to do sth von jdm verlangen, etw zu tunregulations \require all visitors to sign in at the porter's lodge nach den Bestimmungen muss sich jeder Besucher beim Portier eintragenthe rules \require that... die Vorschriften besagen, dass...“will you be requiring anything else, sir?”, asked the waiter „wünschen Sie sonst noch etwas, mein Herr?“, fragte der Kellner* * *[rI'kwaɪə(r)]vtI have all I require —
the journey will require 3 hours — man braucht or benötigt 3 Stunden für die Reise
it requires repairing — es muss repariert werden
what qualifications are required? — welche Qualifikationen werden verlangt or sind erforderlich?
that is not required —
if you require me — wenn Sie mich benötigen
if required — falls notwendig or erforderlich
2) (= order) verlangento require sb to do sth — von jdm verlangen, dass er etw tut
as required by law — den gesetzlichen Bestimmungen gemäß or entsprechend
* * *require [rıˈkwaıə(r)]A v/t1. erfordern (Sache):the project required a lot of time (work);be required erforderlich sein;if required erforderlichenfalls, wenn nötigof sb von jemandem):a task which requires to be done eine Aufgabe, die erledigt werden muss4. (sb to do sth) (jemanden) auffordern(, etwas zu tun), (von jemandem) verlangen(, dass er etwas tut):required element (Eiskunstlauf) gefordertes Element;5. Br wünschen6. zwingen, nötigenB v/i es verlangen:do as the law requires sich an das Gesetz halten* * *transitive verb1) (need, wish to have) brauchen; benötigen; erfordern [Tun, Verhalten]a catalogue/guide is available if required — bei Bedarf ist ein Katalog erhältlich/auf Wunsch steht ein Führer zur Verfügung
is there anything else you require? — brauchen/ (want) wünschen Sie außerdem noch etwas?
2) (order, demand) verlangen (of von)require somebody to do something, require of somebody that he does something — von jemandem verlangen, dass er etwas tut
be required to do something — etwas tun müssen od. sollen
* * *v.bedürfen v.benötigen v.erfordern v.fordern v.verlangen v.voraussetzen v. -
6 hurry
n. яарал, сандрал. In his \hurry to leave, he forgot his passport. Тэр явах гэж яарч сандарч байгаад паспортаа мартчихжээ. in a hurry 1. яарч сандран. She dressed in a \hurry. Тэр бүсгүй яаран хувцаслав. 2. эрмэлзэх, тэмүүлэх. He was in too much of a \hurry to leave school. Тэр сургуулиа төгсөхийг тэсгэлгүй эрмэлзэн байв. in no hurry/ not in any hurry яарах зүйлгүй, цаг зав ихтэй, аажуу уужуу. I don't mind waiting-I'm not in any particular \hurry. Хүлээхэд татгалзах юм надад алга, би онц яараагүй байна. v. hurried 1. яарах, адгах. He picked up his bag and \hurryied along the road. Тэр цүнхээ аваад л зам дагуу яаран алхалж гарав. 2. яаруулах, шавдуулах. 3. яаруу/ дутуу дулимаг хийх. This work requires great care: It mustn't be \hurryied. Энэ ажлыг нарийн хийх хэрэгтэй, яаруу хийж тун болохгүй шүү. hurry on (to do sth) дуржигнуулах, нэг амьсгаагаар ярих. hurry up хурдлах, яарах. \hurry up and get ready- we're waiting. Хурдлаач, бид чамайг хүлээгээд байна. hurry sb/ sth up хурдасгах, түргэсгэх, шавдуулах. hurried adj. адгуу, яаруу, сандруу, тэвдүү хийсэн. write a few \hurry lines яаруу сандруу хэдэн мөр сараачих. hurriedly adv. яаруу -
7 require
§ მოთხოვნა; საჭიროება (ესაჭიროება)§ (გამოხატავს საჭიროებას ან ოფიციალურ მოთხოვნას)you will have everything you require ყველაფერი გექნება, რასაც მოითხოვthis book requires great concentration ამ წიგნის კითხვას დიდი გულისყური უნდა -
8 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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