{"id":38687,"date":"2019-10-31T22:25:19","date_gmt":"2019-10-31T19:25:19","guid":{"rendered":"https:\/\/prohoster.info\/blog\/mozhno-li-zaprogrammirovat-proizvolnost\/"},"modified":"2019-10-31T22:25:19","modified_gmt":"2019-10-31T19:25:19","slug":"mozhno-li-zaprogrammirovat-proizvolnost","status":"publish","type":"post","link":"https:\/\/prohoster.info\/da\/blog\/news\/mozhno-li-zaprogrammirovat-proizvolnost","title":{"rendered":"Kan man programmere tilf\u00e6ldighed?","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<h3>Hvad er forskellen mellem et menneske og et program<\/h3>\n<p>\nNeurale netv\u00e6rk, som i dag udg\u00f8r st\u00f8rstedelen af omr\u00e5det for kunstig intelligens, kan tage langt flere faktorer i betragtning ved beslutningstagning end mennesker, g\u00f8re det hurtigere og i de fleste tilf\u00e6lde mere pr\u00e6cist. Men programmer fungerer kun som de er programmeret eller tr\u00e6net til. De kan v\u00e6re meget komplekse, tage mange faktorer i betragtning og handle meget variabelt. Men de kan stadig ikke erstatte mennesker i beslutningstagning. Hvad adskiller et menneske fra et s\u00e5dant program? Her er der tre centrale forskelle, som alle andre f\u00f8lger deraf:<\/p>\n<ol>\n<li>Mennesket har et verdensbillede, der g\u00f8r det muligt at supplere informationen med data, som ikke er nedskrevet i programmet. Derudover er verdensbilledet struktureret p\u00e5 en m\u00e5de, der giver os en overordnet forst\u00e5else af alt. Selv hvis det er noget rundt, der lyser i himlen (UFO). Normalt bygger man ontologier til dette, men ontologier har ikke denne fuldst\u00e6ndighed, tager d\u00e5rligt h\u00f8jde for flertydighed af begreberne, deres indbyrdes indflydelse og kan indtil videre kun anvendes i strengt afgr\u00e6nsede emner.<\/li>\n<li>Mennesket har en logik, der tager h\u00f8jde for dette verdensbillede, som vi kalder sund fornuft eller common sense. Enhver p\u00e5stand har mening og tager h\u00f8jde for skjulte, ikke-deklarerede viden. Selvom logikkens love har eksisteret i mange hundrede \u00e5r, ved ingen endnu, hvordan almindelig, ikke-matematisk r\u00e6sonnering fungerer. Vi ved i bund og grund ikke, hvordan man programmerer selv almindelige syllogismer. <\/li>\n<li>Vilje. Programmer har ikke vilje. Dette er m\u00e5ske den sv\u00e6reste af de tre forskelle. Hvad kalder vi vilje? Muligheden for at skabe en ny adf\u00e6rd, der adskiller sig fra det, vi tidligere har udf\u00f8rt under de samme omst\u00e6ndigheder, eller for at skabe adf\u00e6rd i nye, tidligere ukendte omst\u00e6ndigheder. Det vil sige, at det i bund og grund handler om at skabe en ny adf\u00e6rdsprogram uden fors\u00f8g og fejl med hensyn til nye, herunder indre, omst\u00e6ndigheder. <\/li>\n<\/ol>\n<p><noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><br \/>\nTilf\u00e6ldighed er stadig et uudforsket omr\u00e5de for forskere. Genetiske algoritmer, der er i stand til at skabe et nyt adf\u00e6rdsprogram for intelligente agenter, er ikke l\u00f8sningen, da de genererer resultater p\u00e5 en ulogisk m\u00e5de gennem 'mutationer', og l\u00f8sningen findes 'tilf\u00e6ldigt' gennem udv\u00e6lgelsen af disse mutationer, alts\u00e5 gennem trial and error. Mennesket finder l\u00f8sningen straks ved logisk at opbygge den. Mennesket kan endda forklare, hvorfor en bestemt l\u00f8sning blev valgt. Den genetiske algoritme har ikke argumenter.<\/p>\n<p>Det er kendt, at jo h\u00f8jere et dyr er p\u00e5 den evolution\u00e6re stige, desto mere vilk\u00e5rlig kan dets adf\u00e6rd v\u00e6re. Og den st\u00f8rste vilk\u00e5rlighed viser sig netop hos mennesket, da mennesket har evnen til at tage hensyn til ikke kun de ydre omst\u00e6ndigheder og sine indl\u00e6rte f\u00e6rdigheder, men ogs\u00e5 de skjulte omst\u00e6ndigheder \u2013 personlige motiver, tidligere oplysninger, resultater af handlinger under lignende omst\u00e6ndigheder. Dette \u00f8ger i h\u00f8j grad menneskets adf\u00e6rdsmuligheder, som efter min mening er n\u00e6rt knyttet til bevidstheden. Men mere om det senere.<\/p>\n<h3>Bevidsthed og vilk\u00e5rlighed<\/h3>\n<p>\nHvad med bevidsthed? I adf\u00e6rdspsykologi er det kendt, at vi udf\u00f8rer vante handlinger automatisk, maskinelt, alts\u00e5 uden bevidsthedens deltagelse. Dette er en bem\u00e6rkelsesv\u00e6rdig kendsgerning, som betyder, at bevidstheden er involveret i skabelsen af ny adf\u00e6rd, knyttet til orienteringsadf\u00e6rd. Det betyder ogs\u00e5, at bevidstheden aktiveres netop n\u00e5r der er behov for at \u00e6ndre det s\u00e6dvanlige adf\u00e6rdsm\u00f8nster, for eksempel som reaktion p\u00e5 nye krav med hensyntagen til nye muligheder. Nogle forskere, for eksempel Dawkins eller Metzinger, har ogs\u00e5 p\u00e5peget, at bevidstheden er p\u00e5 en eller anden m\u00e5de relateret til menneskets selvbillede, som omverdenens model inkluderer modellen af subjektet selv. Hvordan b\u00f8r systemet s\u00e5 se ud, som besidder s\u00e5dan vilk\u00e5rlighed? Hvilken struktur skal det have, for at det kan konstruere ny adf\u00e6rd for at l\u00f8se opgaver i overensstemmelse med nye omst\u00e6ndigheder?<\/p>\n<p>For this, we first need to recall and clarify some known facts. All animals possessing a nervous system contain a model of their environment, integrated with a repertoire of possible actions within it. This means it's not only a model of the environment, as some scientists claim, but also a model of possible behavior in various situations. Simultaneously, it is a prediction model of changes in the environment in response to any actions taken by the animal. Cognitive scientists do not always take this into account, though it is directly indicated by the discovery of mirror neurons in the premotor cortex, as well as studies showing activation in macaques in response to perceiving a banana. In these cases, not only the areas responsible for the banana in the visual and temporal cortex activate, but also the hand in the somatosensory cortex, because the model of the banana is directly linked to the hand\u2014since the monkey is only interested in the fruit that it can take and eat. We simply forget that the nervous system developed not to reflect the world for animals. They are not sophists; they just want to eat, which is why their model primarily represents behavior rather than the environment.<\/p>\n<p>Such a model already has a certain degree of arbitrariness, which is expressed in variability of behavior in similar circumstances. This means that animals possess a repertoire of possible actions that they can perform depending on the situation. These may involve more complex temporal patterns (conditioned reflexes) than a direct reaction to events. However, it is still not completely arbitrary behavior, which allows us to train animals but not humans. <\/p>\n<p>And there is an important consideration that we need to take into account \u2013 the more familiar the circumstances encountered, the less variable the behavior, as the brain has a solution. Conversely, the newer the circumstances, the more options for possible behavior there are. The whole question lies in their selection and combination. Animals do this by simply exhibiting their entire repertoire of possible actions, as demonstrated in his experiments by Skinner.<\/p>\n<p>Det kan ikke siges, at vilk\u00e5rlig adf\u00e6rd er helt ny; den best\u00e5r af tidligere indl\u00e6rte adf\u00e6rdsm\u00f8nstre. Det er en rekombination af disse m\u00f8nstre, initieret af nye omst\u00e6ndigheder, som ikke helt svarer til dem, der allerede har et forberedt m\u00f8nster. Og netop her ligger forskellen mellem vilk\u00e5rlig og automatisk adf\u00e6rd. <\/p>\n<h3>Modellering af vilk\u00e5rlighed<\/h3>\n<p>\nAt skabe et program for vilk\u00e5rlig adf\u00e6rd, der kan tage h\u00f8jde for nye omst\u00e6ndigheder, ville muligg\u00f8re at lave et universelt \"program for alt\" (i lighed med \"teorien om alt\"), i det mindste for bestemte <a class=\"wpil_keyword_link\" href=\"https:\/\/prohoster.info\/da\/domain\/\"   title=\"dom\u00e6net\" data-wpil-keyword-link=\"linked\"  data-wpil-monitor-id=\"4112\">dom\u00e6net<\/a> opgaver. <\/p>\n<p>Hvad ville kunne g\u00f8re deres adf\u00e6rd mere vilk\u00e5rlig, frigjort? Mine gennemf\u00f8rte eksperimenter har vist, at den eneste l\u00f8sning er at have en anden model, der modellerer den f\u00f8rste og kan \u00e6ndre den; det vil sige, at den ikke interagerer med milj\u00f8et som den f\u00f8rste, men med den f\u00f8rste model for at \u00e6ndre den.<\/p>\n<p>Den f\u00f8rste model reagerer p\u00e5 milj\u00f8ets omst\u00e6ndigheder. Og hvis det m\u00f8nster, den aktiverer, viser sig at v\u00e6re nyt, aktiveres den anden model, som er tr\u00e6net til at finde l\u00f8sninger i den f\u00f8rste model ved at genkende alle mulige adf\u00e6rdsmuligheder i den nye situation. Jeg minder om, at i den nye situation aktiveres der flere adf\u00e6rdsmuligheder, s\u00e5 sp\u00f8rgsm\u00e5let er netop deres selection eller kombination. Dette sker, fordi der, i mods\u00e6tning til den velkendte situation, i respons til nye omst\u00e6ndigheder aktiveres ikke \u00e9t adf\u00e6rdsm\u00f8nster, men flere p\u00e5 \u00e9n gang. <\/p>\n<p>Hver gang hjernen m\u00f8der noget nyt, udf\u00f8rer den ikke kun \u00e9n, men to handlinger \u2013 genkendelse af situationen i den f\u00f8rste model og genkendelse af allerede udf\u00f8rte eller mulige handlinger af den anden model. Og det er i denne struktur, at mange muligheder, der ligner bevidsthed, kommer til udtryk.<\/p>\n<ol>\n<li>Denne to-trins struktur tillader at tage h\u00f8jde for ikke kun eksterne, men ogs\u00e5 interne faktorer \u2013 i den anden model kan resultaterne af den forrige handling, fjerne motiver for subjektet osv. huskes og genkendes. <\/li>\n<li>Et s\u00e5dant system kan skabe ny adf\u00e6rd med det samme, uden lang tids l\u00e6ring, initieret af milj\u00f8et i henhold til evolutionsteorien. For eksempel har den anden model mulighed for at overf\u00f8re l\u00f8sninger fra nogle submodeller af den f\u00f8rste model til andre dele af den, og mange andre muligheder i metamodellen.<\/li>\n<li>En s\u00e6rpr\u00e6glighed ved bevidstheden er tilstedev\u00e6relsen af viden om sine handlinger, eller autobiografisk hukommelse, som vist i artikel (1). Den foresl\u00e5ede to-trins struktur har netop denne evne \u2013 den anden model kan gemme data om handlingerne fra den f\u00f8rste (ingen model kan gemme data om sine egne handlinger, da den skal indeholde konsistente modeller af sine handlinger, og ikke reaktioner fra milj\u00f8et). <\/li>\n<\/ol>\n<p>\nMen hvordan opbygges der egentlig en ny adf\u00e6rd i den to-trins bevidsthedsstruktur? Vi har ikke en hjerne til r\u00e5dighed eller en engangslignende model af den. Vi begyndte at eksperimentere med verbale rammer som prototyper p\u00e5 de modeller, der findes i vores hjerne. En ramme repr\u00e6senterer et s\u00e6t af aktanter for verbet, der skal beskrive situationen, og en kombination af rammer kan bruges til at beskrive kompleks adf\u00e6rd. Rammerne til beskrivelse af situationer \u2013 det er rammerne fra den f\u00f8rste model, mens rammen til at beskrive sine egne handlinger i den \u2013 er rammen fra den anden model med personlige handlingsverber. Vi blander dem ofte, fordi selv en s\u00e6tning er en blanding af flere handlinger med genkendelse og handling (talehandling). At konstruere lange talem\u00e6ssige udtryk er det bedste eksempel p\u00e5 vilk\u00e5rlig adf\u00e6rd. <\/p>\n<p>N\u00e5r den f\u00f8rste model i systemet genkender et nyt m\u00f8nster, som den ikke har et programmeret svar p\u00e5, aktiverer den den anden model. Den anden model samler de aktiverede rammer fra den f\u00f8rste og s\u00f8ger en kortere vej i grafen af de sammenh\u00e6ngende rammer, som bedst 'forbinder' m\u00f8nstrene fra den nye situation med en kombination af rammer. Dette er en ret kompliceret operation, og vi har endnu ikke opn\u00e5et et resultat, der vil kunne kaldes et 'program for det hele', men de f\u00f8rste fremskridt er opmuntrende. <\/p>\n<p>Eksperimenterende unders\u00f8gelser af bevidsthed gennem modellering og sammenligning af softwarel\u00f8sninger med data fra psykologi giver interessant materiale til videre forskning og muligg\u00f8r test af nogle d\u00e5rligt verificerede hypoteser i eksperimenter med mennesker. Dette kan betegnes som modellerende eksperimenter. Og dette er kun det f\u00f8rste resultat i denne retning af unders\u00f8gelsen. <\/p>\n<p><b>Bibliografi<\/b> <\/p>\n<p>1. <noindex><a rel=\"nofollow\" href=\"https:\/\/www.academia.edu\/38727941\/%D0%94%D0%B2%D1%83%D1%85%D0%B0%D0%BA%D1%82%D0%BD%D0%B0%D1%8F_%D1%81%D1%82%D1%80%D1%83%D0%BA%D1%82%D1%83%D1%80%D0%B0_%D1%81%D0%BE%D0%B7%D0%BD%D0%B0%D0%BD%D0%B8%D1%8F._Two-act_structure_of_consciousness\">To-trins strukturen af refleksiv bevidsthed, A. Khomyakov, Academia.edu, 2019<\/a><\/noindex>.<br \/>\n<br \/>Kilde: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/469883\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0412 \u0447\u0435\u043c \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0435 \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430 \u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u041d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0435 \u0441\u0435\u0442\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0438 \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0442 \u0441\u0435\u0439\u0447\u0430\u0441 \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0432\u0441\u044e \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430, \u043c\u043e\u0433\u0443\u0442 \u0443\u0447\u0438\u0442\u044b\u0432\u0430\u0442\u044c \u0432 \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u0438 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0433\u043e\u0440\u0430\u0437\u0434\u043e \u0431\u043e\u043b\u044c\u0448\u0435 \u0444\u0430\u043a\u0442\u043e\u0440\u043e\u0432, \u0447\u0435\u043c \u0447\u0435\u043b\u043e\u0432\u0435\u043a, \u0434\u0435\u043b\u0430\u0442\u044c \u044d\u0442\u043e \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u0438 \u0432 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0435 \u0441\u043b\u0443\u0447\u0430\u0435\u0432 \u0431\u043e\u043b\u0435\u0435 \u0442\u043e\u0447\u043d\u043e. \u041d\u043e \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u0434\u0435\u0439\u0441\u0442\u0432\u0443\u044e\u0442 \u0442\u043e\u043b\u044c\u043a\u043e \u0442\u0430\u043a \u043a\u0430\u043a \u0438\u0445 \u0437\u0430\u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043b\u0438 \u0438\u043b\u0438 \u043e\u0431\u0443\u0447\u0438\u043b\u0438. \u041e\u043d\u0438 \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u043e\u0447\u0435\u043d\u044c \u0441\u043b\u043e\u0436\u043d\u044b\u043c\u0438, \u0443\u0447\u0438\u0442\u044b\u0432\u0430\u0442\u044c \u043c\u043d\u043e\u0433\u043e \u0444\u0430\u043a\u0442\u043e\u0440\u043e\u0432 \u0438 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-38687","post","type-post","status-publish","format-standard","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0412 \u0447\u0435\u043c \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0435 \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430 \u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u041d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0435 \u0441\u0435\u0442\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0438 \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0442 \u0441\u0435\u0439\u0447\u0430\u0441 \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0432\u0441\u044e \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430, \u043c\u043e\u0433\u0443\u0442 \u0443\u0447\u0438\u0442\u044b\u0432\u0430\u0442\u044c \u0432 \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u0438 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0433\u043e\u0440\u0430\u0437\u0434\u043e \u0431\u043e\u043b\u044c\u0448\u0435 \u0444\u0430\u043a\u0442\u043e\u0440\u043e\u0432, \u0447\u0435\u043c \u0447\u0435\u043b\u043e\u0432\u0435\u043a.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Yuri Gagarin\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/prohoster.info\/da\/blog\/news\/mozhno-li-zaprogrammirovat-proizvolnost\" \/>\n\t\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.3\" \/>\n\t\t<meta property=\"og:locale\" content=\"da_DK\" \/>\n\t\t<meta property=\"og:site_name\" content=\"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\ud83e\udd47\u041c\u043e\u0436\u043d\u043e \u043b\u0438 \u0437\u0430\u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u043b\u044c\u043d\u043e\u0441\u0442\u044c? 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