{"id":4946,"date":"2023-08-01T08:15:19","date_gmt":"2023-08-01T08:15:19","guid":{"rendered":"https:\/\/aix.web.tr\/?p=4946"},"modified":"2023-08-01T08:15:21","modified_gmt":"2023-08-01T08:15:21","slug":"makinelere-bakis-turing-winograd-ve-otesi","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/makinelere-bakis-turing-winograd-ve-otesi\/","title":{"rendered":"Makinelere Bak\u0131\u015f: Turing, Winograd ve \u00d6tesi"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4946\" class=\"elementor elementor-4946\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fa9f86a elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fa9f86a\" data-element_type=\"section\" data-e-type=\"section\" 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d=\"M473,67.3c-203.9,88.3-263.1-34-320.3,0C66,119.1,0,59.7,0,59.7V0h1000v59.7 c0,0-62.1,26.1-94.9,29.3c-32.8,3.3-62.8-12.3-75.8-22.1C806,49.6,745.3,8.7,694.9,4.7S492.4,59,473,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" opacity=\"0.66\" d=\"M734,67.3c-45.5,0-77.2-23.2-129.1-39.1c-28.6-8.7-150.3-10.1-254,39.1 s-91.7-34.4-149.2,0C115.7,118.3,0,39.8,0,39.8V0h1000v36.5c0,0-28.2-18.5-92.1-18.5C810.2,18.1,775.7,67.3,734,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M766.1,28.9c-200-57.5-266,65.5-395.1,19.5C242,1.8,242,5.4,184.8,20.6C128,35.8,132.3,44.9,89.9,52.5C28.6,63.7,0,0,0,0 h1000c0,0-9.9,40.9-83.6,48.1S829.6,47,766.1,28.9z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-72ea6eb\" data-id=\"72ea6eb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fe4d0cb elementor-widget elementor-widget-heading\" data-id=\"fe4d0cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Makinelere Bak\u0131\u015f: Turing, Winograd ve \u00d6tesi<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9983259 elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9983259\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3c4b381\" data-id=\"3c4b381\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d764b4e elementor-widget elementor-widget-text-editor\" data-id=\"d764b4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><div class=\"group w-full text-gray-800 dark:text-gray-100 border-b border-black\/10 dark:border-gray-900\/50 bg-gray-50 dark:bg-[#444654]\"><div class=\"text-base gap-4 md:gap-6 md:max-w-2xl lg:max-w-xl xl:max-w-3xl p-4 md:py-6 flex lg:px-0 m-auto\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3\"><div class=\"min-h-[20px] flex flex-col items-start gap-4 whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p><span>Edebiyat teorisinden ilgin\u00e7 bir kavram, bir okuyucu bir metni anlamland\u0131rmak isterse, o metnin kendi d\u00fcnya g\u00f6r\u00fc\u015f\u00fcyle \u200b\u200bveya belki daha do\u011frusu sand\u0131\u011f\u0131 d\u00fcnya g\u00f6r\u00fc\u015f\u00fcyle \u200b\u200btutarl\u0131 bir yorum bulaca\u011f\u0131n\u0131 belirtir. ilgili metin.\u00a0\u00c7o\u011fu zaman, b\u00f6yle bir arzuyu yerine getirmek i\u00e7in okuyucunun kendi bilgisindeki bo\u015fluklar\u0131 oldu\u011fu kadar yazar\u0131n mant\u0131\u011f\u0131ndaki veya retori\u011findeki bo\u015fluklar\u0131 da sat\u0131r aralar\u0131n\u0131 okuyarak doldurmas\u0131 gerekir.\u00a0<\/span><strong><span>Bu \u015fekilde, t\u00fcm metinler esasen yazar taraf\u0131ndan ba\u015flat\u0131lan ve okuyucu taraf\u0131ndan s\u00fcrd\u00fcr\u00fclen, okuyucunun belki de hatal\u0131 bir \u015fekilde yazar\u0131n niyetlerini \u015fekillendirdi\u011fi bir diyalogdur.<\/span><\/strong><\/p><p><span>Bu kavram\u0131 \u00f6\u011frendikten sonra, kitaplarda ve dergilerde bulunan metin par\u00e7ac\u0131klar\u0131yla \u015fiirsel sa\u00e7mal\u0131klar yazmaya a\u015f\u0131k oldum. \u00e7\u0131kan sat\u0131rlarda;\u00a0belki de bu heyecan bir t\u00fcr sadizmdir &#8211; bilmiyorum &#8211; ama kes-yap\u0131\u015ft\u0131r yarat\u0131c\u0131 s\u00fcrecim s\u0131ras\u0131nda, her \u015fiir benim i\u00e7in ki\u015fisel bir anlam kazanmaya ba\u015flad\u0131, bu y\u00fczden belki de de\u011fil.<\/span><\/p><p><span>Ama zaaflar\u0131m hakk\u0131nda bu kadar yeter.\u00a0<a title=\"\u00fcretici yapay zeka\" href=\"https:\/\/towardsai.net\/ai\/generative-ai\" data-internallinksmanager029f6b8e52c=\"56\" data-wpel-link=\"internal\" target=\"_blank\" rel=\"noopener\">\u015eimdi, \u00f6zellikle metin olu\u015fturma<\/a>\u00a0g\u00f6revlerine odaklanarak, bu kavram\u0131n\u00a0<\/span><a title=\"yapay zeka\" href=\"https:\/\/towardsai.net\/p\/machine-learning\/differences-between-ai-and-machine-learning-1255b182fc6\" data-internallinksmanager029f6b8e52c=\"43\" data-wpel-link=\"internal\" target=\"_blank\" rel=\"noopener\"><span>yapay zeka<\/span><\/a><span>\u00a0alan\u0131ndaki \u00f6nemini ke\u015ffedelim<\/span><\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7cdae52 elementor-widget elementor-widget-image\" data-id=\"7cdae52\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"843\" height=\"562\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Turing-Winograd-ve-Otesi.jpeg\" class=\"attachment-large size-large wp-image-4951\" alt=\"Makinelere Bak\u0131\u015f: Turing, Winograd ve \u00d6tesi\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Turing-Winograd-ve-Otesi.jpeg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Turing-Winograd-ve-Otesi-300x200.jpeg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Turing-Winograd-ve-Otesi-768x512.jpeg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Turing-Winograd-ve-Otesi-18x12.jpeg 18w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Makinelere Bak\u0131\u015f: Turing, Winograd ve \u00d6tesi<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6ed925 elementor-widget elementor-widget-heading\" data-id=\"c6ed925\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Makineler d\u00fc\u015f\u00fcnebilir mi?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b9d1e7 elementor-widget elementor-widget-text-editor\" data-id=\"2b9d1e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><div class=\"group w-full text-gray-800 dark:text-gray-100 border-b border-black\/10 dark:border-gray-900\/50 bg-gray-50 dark:bg-[#444654]\"><div class=\"text-base gap-4 md:gap-6 md:max-w-2xl lg:max-w-2xl xl:max-w-3xl p-4 md:py-6 flex lg:px-0 m-auto\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3\"><div class=\"min-h-[20px] flex flex-col items-start gap-4 whitespace-pre-wrap\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><blockquote><p><span>Bir bilgisayar\u0131n d\u00fc\u015f\u00fcn\u00fcp d\u00fc\u015f\u00fcnemeyece\u011fi sorusu, bir denizalt\u0131n\u0131n y\u00fcz\u00fcp y\u00fczemeyece\u011fi sorusundan daha ilgin\u00e7 de\u011fildir.<\/span><\/p><p><span>\u2014 EW Dijkstra<\/span><\/p><\/blockquote><p><span>Bir bilgisayar\u0131n d\u00fc\u015f\u00fcn\u00fcp d\u00fc\u015f\u00fcnemeyece\u011fi kadar \u00e7ok tart\u0131\u015fmaya yol a\u00e7an herhangi bir soru, ilgi uyand\u0131rma yetene\u011fine dayal\u0131 olarak kesinlikle ilgin\u00e7 olarak s\u0131n\u0131fland\u0131r\u0131labilirken, \u00f6ncelikle semantik yorumlamaya dayanan herhangi bir sorunun ilgi \u00e7ekici olmayan olarak s\u0131n\u0131fland\u0131r\u0131labilece\u011fini kabul ediyorum. B\u00f6yle bir soruyu ele almay\u0131 ama\u00e7layan herhangi bir tart\u0131\u015fman\u0131n tatmin edici ve \u00e7\u00fcr\u00fct\u00fclemez bir evet veya hay\u0131r yan\u0131t\u0131 vermesi muhtemel olmad\u0131\u011f\u0131ndan ve verimsiz tart\u0131\u015fmalar belki de \u00f6z\u00fcnde ilgi \u00e7ekici olmad\u0131\u011f\u0131ndan, tart\u0131\u015f\u0131ld\u0131\u011f\u0131 \u00f6l\u00e7\u00fcde.<\/span><\/p><p><span>Her iki durumda da, bir makinenin d\u00fc\u015f\u00fcn\u00fcp d\u00fc\u015f\u00fcnemeyece\u011fini sormak i\u00e7in, \u00f6nce bir\u00a0<\/span><em><span>makineyi<\/span><\/em><span>\u00a0ve ayr\u0131ca\u00a0<\/span><em><span>d\u00fc\u015f\u00fcnme<\/span><\/em><span>\u00a0fiilini tan\u0131mlaman\u0131z gerekir ; s\u00f6z konusu belirli bir makine yoksa, bu makinenin kapasitesinin s\u0131n\u0131rlar\u0131 konusunda net bir fikir birli\u011fi yoksa bu zor olabilir. bilgi i\u015flem ve\u00a0<\/span><em><span>d\u00fc\u015f\u00fcnmenin ne anlama geldi\u011fine dair kesin bir tan\u0131m yok.<\/span><\/em><\/p><p><span>Anlamsal belirsizli\u011fin t\u00fcm olas\u0131 kaynaklar\u0131n\u0131 ele almak yerine, yaln\u0131zca bir tanesine odaklanaca\u011f\u0131m:\u00a0<\/span><strong><span>Ki\u015fi d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcn\u00fc iddia etti\u011finde ne anlama gelir?<\/span><\/strong><\/p><p><span>\u0130ngilizce konu\u015fan insanlar genellikle kelimeyi kulland\u0131klar\u0131ndan, d\u00fc\u015f\u00fcnmek,\u00a0<\/span><em><span>inanmak\u00a0<\/span><\/em><em><span>veya<\/span><\/em><span>\u00a0ayn\u0131\u00a0<\/span><em><span>fikirde olmak<\/span><\/em><span>\u00a0ile e\u015fanlaml\u0131 olarak kabul edilebilir\u00a0;\u00a0ya da eylem\u00a0<\/span><em><span>bir sonuca varmak<\/span><\/em><span>\u00a0,\u00a0<\/span><em><span>d\u00fc\u015f\u00fcnmek<\/span><\/em><span>\u00a0ya da\u00a0<\/span><em><span>tefekk\u00fcr etmek<\/span><\/em><span>\u00a0,\u00a0<\/span><em><span>derin derin d\u00fc\u015f\u00fcnmek<\/span><\/em><span>\u00a0ya da\u00a0<\/span><em><span>meditasyon<\/span><\/em><span>\u00a0yapmak ,\u00a0<\/span><em><span>yans\u0131tmak<\/span><\/em><span>\u00a0ya da\u00a0<\/span><em><span>tasarlamak<\/span><\/em><span>\u00a0,\u00a0<\/span><em><span>soyutlamak<\/span><\/em><span>\u00a0ya da\u00a0<\/span><em><span>fikir olu\u015fturmak<\/span><\/em><span>\u00a0,\u00a0<\/span><em><span>ba\u011flant\u0131 kurmak<\/span><\/em><span>\u00a0ya da\u00a0<\/span><em><span>kaybolmak i\u00e7in yap\u0131ld\u0131\u011f\u0131ndan;\u00a0<\/span><\/em><span>ve benzeri.\u00a0<\/span><strong><span>Ne yaz\u0131k ki, bu tipik uygulamalar, orijinal fiilden daha fazla d\u00fc\u015f\u00fcncenin alt\u0131nda yatan eylemin g\u00f6stergesi de\u011fildir.<\/span><em><span>d\u00fc\u015f\u00fcnmek i\u00e7in<\/span><\/em><\/strong><span>\u00a0kullan\u0131l\u0131r ve bu nedenle bir makinenin d\u00fc\u015f\u00fcn\u00fcp d\u00fc\u015f\u00fcnemeyece\u011fini belirlemek i\u00e7in kullan\u0131lamazlar.<\/span><\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c42c592 elementor-widget elementor-widget-heading\" data-id=\"c42c592\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u0130nsan d\u00fc\u015f\u00fcnebilir mi?\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cbefaee elementor-widget elementor-widget-text-editor\" data-id=\"cbefaee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p><span>Biyolojik bir bak\u0131\u015f a\u00e7\u0131s\u0131yla, d\u00fc\u015f\u00fcnce s\u0131ras\u0131nda n\u00f6ronlar ate\u015flenirken beyinde elektrokimyasal bir \u015feyler oldu\u011funun s\u00f6ylendi\u011fini duydum &#8211; belki ikili bir \u015fekilde veya belki daha incelikli bir \u015fekilde, ancak yine de ate\u015fleniyor &#8211; ve makineler kesinlikle Anensefalik tasar\u0131mla, bilgiyi biyolojik beyin gibi benzer bir \u015fekilde i\u015flediklerinin s\u00f6ylendi\u011fini de duydum.\u00a0Bununla birlikte, semantik perspektifte oldu\u011fu gibi, bu benzerlik kimlikten ziyade analoji yoluyla geliyor gibi g\u00f6r\u00fcn\u00fcyor, \u00e7\u00fcnk\u00fc bir makinenin yapt\u0131\u011f\u0131 \u015fey biyolojik bir beynin yapt\u0131\u011f\u0131 gibi\u00a0<\/span><em><span>hissetmez<\/span><\/em><span>\u00a0, yani d\u00fc\u015f\u00fcn\u00fcr.<\/span><\/p><p><span>D\u00fc\u015f\u00fcnmek,\u00a0<\/span><em><span>standart<\/span><\/em><span>\u00a0insanmerkezci \u00e7a\u011fr\u0131\u015f\u0131m\u0131n\u0131 korumaksa, o zaman bilgisayarlar\u0131n d\u00fc\u015f\u00fcnemeyece\u011fi a\u00e7\u0131kt\u0131r, \u00e7\u00fcnk\u00fc yaln\u0131zca insanlar (ve belki de c\u00f6mert hissediyorsan\u0131z, di\u011fer memeliler) d\u00fc\u015f\u00fcnebilir.\u00a0Bununla birlikte,\u00a0<\/span><em><span>d\u00fc\u015f\u00fcnmek,\u00a0<\/span><\/em><em><span>bir girdiye dayal\u0131 bir \u00e7\u0131kt\u0131 \u00fcretmek<\/span><\/em><span>\u00a0anlam\u0131na gelecek \u015fekilde basitle\u015ftirilirse\u00a0(ba\u015flang\u0131\u00e7 \u200b\u200bve son s\u00fcreci tan\u0131mlar ve eylem mekanizmas\u0131 bir kara kutu i\u00e7inde ger\u00e7ekle\u015fir), o zaman bilgisayarlar olduk\u00e7a a\u00e7\u0131k bir \u015fekilde d\u00fc\u015f\u00fcnebilir &#8211; bu t\u00fcr olaylar olmas\u0131na ra\u011fmen. daha yayg\u0131n olarak bilgi i\u015flem olarak adland\u0131r\u0131l\u0131r\u00a0<\/span><em><span>ve<\/span><\/em><span>\u00a0bu sadece\u00a0daha\u00a0uygun\u00a0<\/span><em><span>hissettirir .<\/span><\/em><\/p><p><strong><span>D\u00fc\u015f\u00fcnceyle ilgili kibrimizi belki de en iyi \u015fekilde herkesin en sevdi\u011fi solipsist aforizma destekler: D\u00fc\u015f\u00fcn\u00fcyorum, \u00f6yleyse var\u0131m.\u00a0<\/span><\/strong><span>Ba\u015fka bir deyi\u015fle, varl\u0131\u011f\u0131mdan emin olmam &#8211; ki emin olabilece\u011fim tek \u015fey bu &#8211; d\u00fc\u015f\u00fcnme yetene\u011fime ba\u011fl\u0131d\u0131r.\u00a0B\u00f6yle bir kaide \u00fczerine oturtuldu\u011funda ve yapt\u0131\u011f\u0131m \u015feyi kendinden emin bir \u015fekilde d\u00fc\u015f\u00fcnmek olarak tan\u0131mlad\u0131\u011f\u0131m i\u00e7in, d\u00fc\u015f\u00fcnmenin ne oldu\u011funa dair ilk elden bilgiye sahibim ve benim gibi olanlar\u0131n, yani di\u011fer insanlar\u0131n da d\u00fc\u015f\u00fcnebilece\u011fini varsay\u0131yorum ( hi\u00e7bir kan\u0131t\u0131m olmamas\u0131na ra\u011fmen), fiziksel olarak d\u00fc\u015f\u00fcnceleri olu\u015fturmak, sonu\u00e7land\u0131rmak, d\u00fc\u015f\u00fcnmek vb. ne anlama gelirse gelsin, kafatas\u0131m\u0131n kara kutusu i\u00e7inde ve bu giri\u015fim, deyim yerindeyse, d\u00fc\u015f\u00fcnmekle e\u015fde\u011fer de\u011fildir. hesaplama, \u00e7\u00fcnk\u00fc hesaplama yapm\u0131yorum: San\u0131r\u0131m (en az\u0131ndan yapt\u0131\u011f\u0131m\u0131 d\u00fc\u015f\u00fcn\u00fcyorum).<\/span><\/p><p><strong><span>A\u00e7\u0131k\u00e7as\u0131, ilgin\u00e7 olmayan bir soru bile anlamsal bir bak\u0131\u015f a\u00e7\u0131s\u0131yla ele al\u0131nd\u0131\u011f\u0131nda ilgin\u00e7 olabilir, ancak ayn\u0131 zamanda olduk\u00e7a verimsiz bir muhakeme hatt\u0131d\u0131r.<\/span><\/strong><\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-26c1c65 elementor-widget elementor-widget-heading\" data-id=\"26c1c65\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Taklit oyunu\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f21a07 elementor-widget elementor-widget-text-editor\" data-id=\"2f21a07\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><blockquote><p><span>As\u0131l soru, &#8216;Makineler d\u00fc\u015f\u00fcnebilir mi?&#8217;\u00a0Tart\u0131\u015fmay\u0131 hak edemeyecek kadar anlams\u0131z oldu\u011funa inan\u0131yorum.\u00b9<\/span><\/p><p><span>\u2014 AM Turing<\/span><\/p><\/blockquote><p><span>Dijkstra gibi, bir makinenin d\u00fc\u015f\u00fcn\u00fcp d\u00fc\u015f\u00fcnemeyece\u011fi sorusunun tart\u0131\u015fmaya de\u011fmez oldu\u011funu iddia etse de, 1950&#8217;de Mind\u00a0<\/span><a href=\"https:\/\/academic.oup.com\/mind\/article\/LIX\/236\/433\/986238\" target=\"_blank\" rel=\"noopener ugc nofollow external\" data-wpel-link=\"external\"><em><span>: A Quarterly Review of Psychology and Philosophy&#8217;de<\/span><\/em><\/a><em><span>\u00a0Alan Turing ,<\/span><\/em><span>\u00a0konuyu ara\u015ft\u0131ran 10.000&#8217;den fazla kelime yazarak olas\u0131l\u0131\u011fa kar\u015f\u0131 iddialar\u0131 \u00e7\u00fcr\u00fctt\u00fc. d\u00fc\u015f\u00fcnen makineler ve do\u011frudan o a\u015fa\u011f\u0131l\u0131k soruyu sormaya alternatif olarak yap\u0131labilecek bir test tasarlamak.<\/span><\/p><p><span>Denemede Turing, g\u00fcn\u00fcm\u00fczde daha \u00e7ok Turing testi olarak an\u0131lan \u00fcnl\u00fc taklit oyununu tasarl\u0131yor.\u00a0Oyun s\u0131ras\u0131nda, bir sorgulay\u0131c\u0131 bir dizi soru sorarak yar\u0131\u015fmac\u0131lardan hangisinin, yani bir insan ve bir bilgisayar\u0131n insan oldu\u011funu belirlemeye \u00e7al\u0131\u015fmal\u0131d\u0131r.\u00a0Sorular\u0131n kapsam\u0131 s\u0131n\u0131rl\u0131 de\u011fildir ve bu nedenle sorgulay\u0131c\u0131, yar\u0131\u015fmac\u0131n\u0131n bir insan olup olmad\u0131\u011f\u0131n\u0131 do\u011frudan sorabilir veya bilgisayar yar\u0131\u015fmac\u0131s\u0131n\u0131n bir insan ki\u015fili\u011fini (yani yalan s\u00f6ylemeyi) \u00fcstlenmesini gerektirecek di\u011fer sorular\u0131 (\u00f6rne\u011fin, En sevdi\u011finiz yiyecek nedir?) sorabilir. veya uygun bilgisayar e\u015fde\u011feri) kendini ele vermemek i\u00e7in.<\/span><\/p><p><span>Her yar\u0131\u015fmac\u0131 sorulara uygun g\u00f6rd\u00fc\u011f\u00fc \u015fekilde yan\u0131t verir (d\u00fc\u015f\u00fcnce, hesaplama, ozmoz veya ba\u015fka ne yaparsan\u0131z yap\u0131n) ve sonunda, makine sorgulay\u0131c\u0131 taraf\u0131ndan yanl\u0131\u015f bir \u015fekilde insan yar\u0131\u015fmac\u0131 olarak tan\u0131mlan\u0131rsa, o zaman Turing testini ge\u00e7ti\u011fi s\u00f6yleniyor.\u00a0Di\u011fer bir deyi\u015fle, oyunun bir sonucu olarak,\u00a0<\/span><strong><span>bir makinenin, t\u00fcr\u00fcn ger\u00e7ek bir \u00fcyesinin \u00fcretti\u011finden daha inand\u0131r\u0131c\u0131 insan sorular\u0131na yan\u0131tlar \u00fcretip \u00fcretemeyece\u011fi konusunda bir ki\u015finin fikrini al\u0131yoruz<\/span><\/strong><span>\u00a0.<\/span><\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea515f4 elementor-widget elementor-widget-image\" data-id=\"ea515f4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"843\" height=\"468\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/03\/makine-ogrenimi.jpg\" class=\"attachment-large size-large wp-image-4715\" alt=\"makine-\u00f6\u011frenimi\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/03\/makine-ogrenimi.jpg 900w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/03\/makine-ogrenimi-300x167.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/03\/makine-ogrenimi-768x427.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/03\/makine-ogrenimi-18x10.jpg 18w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">makine-\u00f6\u011frenimi<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6ceb16 elementor-widget elementor-widget-heading\" data-id=\"f6ceb16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Makine \u00f6\u011frenmesi nerede?\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-be227ec elementor-widget elementor-widget-text-editor\" data-id=\"be227ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><blockquote><p><span>Bununla birlikte, aldatmada, \u00e7al\u0131\u015f\u0131lm\u0131\u015f ve kurnazca aldatman\u0131n bilimden daha iyi ve daha h\u0131zl\u0131 ba\u015far\u0131ya ula\u015fma e\u011filiminde oldu\u011funu dikkate almal\u0131y\u0131z.\u00b2<\/span><\/p><p><span>\u2013JR Pierce<\/span><\/p><\/blockquote><p><span>Tornalama testi, makine zekas\u0131n\u0131n belki de en \u00fcnl\u00fc testi olmaya devam etse de, \u00f6nemli bir kusuru vard\u0131r:\u00a0<\/span><strong><span>Taklit oyunu, nesnel ve ba\u011f\u0131ms\u0131z bir standart yerine bir sorgulay\u0131c\u0131n\u0131n \u00f6znel yarg\u0131s\u0131na ve bir insan yar\u0131\u015fmac\u0131n\u0131n performans\u0131na dayand\u0131\u011f\u0131ndan, makinenin ak\u0131l y\u00fcr\u00fctme yetene\u011fi \u00fczerinden aldatma yetene\u011fi.\u00a0<\/span><\/strong><span>Bu nedenle, ~1950&#8217;de bir d\u00fc\u015f\u00fcnce deneyi olarak d\u00fc\u015f\u00fcnce i\u00e7in g\u0131da sa\u011flayabilirken, test, bir makinenin ak\u0131l y\u00fcr\u00fctme kapasitesini de\u011ferlendirme yetene\u011fi a\u00e7\u0131s\u0131ndan pratikte olduk\u00e7a s\u0131n\u0131rl\u0131 olacakt\u0131r.<\/span><\/p><p><span>Turing, yukar\u0131daki sorunun gayet iyi fark\u0131ndayd\u0131;\u00a0ancak, bir dereceye kadar, bunun bir b\u00f6cekten \u00e7ok bir \u00f6zellik oldu\u011funa inan\u0131yormu\u015f gibi g\u00f6r\u00fcn\u00fcyor:<\/span><\/p><blockquote><p><span>Sorgulay\u0131c\u0131n\u0131n, onlara bir dizi aritmetik problemi \u00e7\u00f6zerek makineyi insandan ay\u0131rt edebilece\u011fi iddia ediliyor.\u00a0\u00d6l\u00fcmc\u00fcl isabetlili\u011fi nedeniyle makinenin maskesi d\u00fc\u015fecekti.\u00a0Bunun cevab\u0131 basit.\u00a0Makine&#8230; sorgulay\u0131c\u0131n\u0131n kafas\u0131n\u0131 kar\u0131\u015ft\u0131racak \u015fekilde kas\u0131tl\u0131 olarak hatalar yapacakt\u0131r.\u00b9<\/span><\/p><\/blockquote><p><span>Bir bilgisayar\u0131n bir insan\u0131 ba\u015far\u0131l\u0131 bir \u015fekilde taklit etme yetene\u011fi belki baz\u0131 insanlar i\u00e7in ilgin\u00e7 veya belirli g\u00f6revler i\u00e7in arzu edilirken, bir bilgisayar\u0131n d\u00fc\u015f\u00fcn\u00fcp d\u00fc\u015f\u00fcnemeyece\u011fine ili\u015fkin as\u0131l sorunun, bir bilgisayar\u0131n bir bilgisayar\u0131 iyi bir \u015fekilde taklit edip edemeyece\u011fini belirleyerek tatmin edici bir \u015fekilde ele al\u0131nabilece\u011fine inanm\u0131yorum. Bilgisayar d\u00fc\u015f\u00fcncesi sorunu olarak insan\u0131n, bu temelde elde edilen insan benzeri sonu\u00e7lardan \u00e7ok, mant\u0131\u011f\u0131n uygulanmas\u0131 ve insanlar taraf\u0131ndan sergilenen esnek \u00f6\u011frenme e\u011filimi ile ilgili oldu\u011funa inan\u0131yorum.<\/span><\/p><p><strong><span>Ba\u015fka bir deyi\u015fle, e\u011fer bir bilgisayar insan benzeri olmayan ancak kendi i\u00e7inde tutarl\u0131 sonu\u00e7lar \u00fcretmek i\u00e7in insan benzeri olmayan ancak esnek bir \u015fekilde \u00f6\u011frenilmi\u015f mant\u0131\u011f\u0131 uygulayabilseydi, o zaman belki de bilgisayardan daha \u00e7ok d\u00fc\u015f\u00fcnen bir varl\u0131k olurdu. insan insan.\u00a0<\/span><\/strong><span>\u1d48 \u1d49<\/span><\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8cc0f5b elementor-widget elementor-widget-heading\" data-id=\"8cc0f5b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">ELIZA Etkisi\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c4aaa5 elementor-widget elementor-widget-text-editor\" data-id=\"4c4aaa5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><blockquote><p><span>Aldatma en az\u0131ndan k\u0131smen i\u015fe yarar \u00e7\u00fcnk\u00fc me\u015fru konu\u015fma olarak kabul edece\u011fimiz \u015feyler a\u00e7\u0131s\u0131ndan son derece ba\u011f\u0131\u015flay\u0131c\u0131y\u0131z.\u00b3<\/span><\/p><p><span>\u2014 HJ Levesque<\/span><\/p><\/blockquote><p><span>Taklit oyununun felsefi bir al\u0131\u015ft\u0131rmadan daha fazlas\u0131 olarak yukar\u0131daki eksikli\u011finin \u00f6nemi, ELIZA etkisi ile iyi bir \u015fekilde \u00f6rneklenebilir.\u00a0Rogeryen bir psikanalisti inand\u0131r\u0131c\u0131 bir \u015fekilde taklit edebilen k\u00f6t\u00fc \u015f\u00f6hretli ELIZA sohbet robotundan alan ELIZA etkisi, bir ki\u015finin bir bilgisayar program\u0131 taraf\u0131ndan \u00fcretilen yan\u0131tlar\u0131 \u00e7ok derinlemesine okuma e\u011filimini tan\u0131mlar.\u00a0ELIZA etkisi alt\u0131nda, bir makineyle etkile\u015fime giren bir ki\u015fi, ald\u0131\u011f\u0131 yan\u0131tlar\u0131n\u00a0<\/span><em><span>d\u00fc\u015f\u00fcnen<\/span><\/em><span>\u00a0bir varl\u0131\u011f\u0131n t\u00fcm kas\u0131tl\u0131l\u0131\u011f\u0131yla \u00fcretildi\u011fine inanabilir.<\/span><\/p><p><span>ELIZA etkisi, ki\u015fi bir makine ile etkile\u015fime girdi\u011finin fark\u0131nda olsa bile ortaya \u00e7\u0131kabilir, ancak ki\u015fi ba\u015fka bir insanla etkile\u015fime girdi\u011fine inan\u0131yorsa bu daha da sinsidir.\u2074\u00a0<\/span><strong><span>Bu, makinelerin sadist oldu\u011fu anlam\u0131na m\u0131 gelir?\u00a0Muhtemelen, ama bu soru tamamen ilgi \u00e7ekici de\u011fil<\/span><\/strong><span> ve bu y\u00fczden sonraki bir makalede ayr\u0131nt\u0131l\u0131 olarak ele alaca\u011f\u0131m.<\/span><\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e428bb elementor-widget elementor-widget-heading\" data-id=\"1e428bb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">E\u011fer de\u011filse, o zaman ne?\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08fe24b elementor-widget elementor-widget-text-editor\" data-id=\"08fe24b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><blockquote><p><span>Turing&#8217;in ka\u00e7\u0131nmaya \u00e7al\u0131\u015ft\u0131\u011f\u0131 \u015fey , ak\u0131ll\u0131 davran\u0131\u015f\u0131 \u00fcretebildi\u011fimizi\u00a0<\/span><em><span>varsayan<\/span><\/em><span>\u00a0felsefi tart\u0131\u015fmad\u0131r ;\u00a0ancak oraya nas\u0131l ula\u015faca\u011f\u0131m\u0131z, d\u0131\u015f cephede her \u015fey sakinken her t\u00fcrl\u00fc i\u00e7 faaliyet dahil olmak \u00fczere tamamen a\u00e7\u0131kt\u0131r.\u00b3<\/span><\/p><p><span>\u2014 HJ Levesque<\/span><\/p><\/blockquote><p><span>Bilgisayarlar ilk ortaya \u00e7\u0131kt\u0131\u011f\u0131nda, d\u00fc\u015f\u00fcnen bir makine fikri, baz\u0131lar\u0131na muhtemelen abart\u0131l\u0131, baz\u0131lar\u0131na \u00fcrk\u00fct\u00fcc\u00fc ve ne \u015f\u00fcpheci ne de korkacak kadar \u00f6nsezi ve cesarete sahip olanlar i\u00e7in b\u00fcy\u00fcleyici g\u00f6r\u00fcn\u00fcyordu.\u00a0Bu nedenle, konu\u015fmay\u0131 \u015f\u00fcphecilerin ve korkaklar\u0131n \u015f\u00fcphelerinden ve endi\u015felerinden uzakla\u015ft\u0131rmak i\u00e7in Turing, d\u00fc\u015f\u00fcnen makinelere y\u00f6nelik ba\u015fl\u0131ca ele\u015ftirileri \u00e7\u00fcr\u00fctt\u00fc ve makineleri de\u011ferlendirmek i\u00e7in kullan\u0131labilecek y\u00f6ntemlere ili\u015fkin daha de\u011ferli oldu\u011funa inand\u0131\u011f\u0131 tart\u0131\u015fmay\u0131 desteklemek i\u00e7in taklit oyununu tasarlad\u0131. yetenek a\u00e7\u0131s\u0131ndan.<\/span><\/p><p><span>Bununla birlikte, bir makinenin ger\u00e7ekten zeki olmas\u0131 i\u00e7in, girdilere aldat\u0131c\u0131 bir \u015fekilde insan benzeri tepkiler \u00fcretmekten daha fazlas\u0131n\u0131 yapmas\u0131 gerekti\u011fi bug\u00fcn iyi anla\u015f\u0131lm\u0131\u015ft\u0131r.\u00a0Bu nedenle, makine zekas\u0131n\u0131 daha iyi nitelendirmek i\u00e7in bir y\u00f6ntem olarak Winograd Schema (WS) meydan okumas\u0131 \u00f6nerildi.<\/span><\/p><p><span>WS challenge&#8217;da \u015f\u00f6yle bir soru sorulabilir: \u201cMark, Paul&#8217;\u00fcn arkas\u0131ndan sahneyi g\u00f6remedi \u00e7\u00fcnk\u00fc \u00e7ok k\u0131sayd\u0131.\u00a0Kim \u00e7ok k\u0131sa, Mark m\u0131 Paul m\u00fc?\u201d\u00a0<\/span><em><span>Zamir \u00e7\u00f6z\u00fcm\u00fcyle ilgili bu t\u00fcr sorular i\u00e7in, \u00f6nemsiz olmayan bir dil anlay\u0131\u015f\u0131 gereklidir \u00e7\u00fcnk\u00fc uzamsal ak\u0131l y\u00fcr\u00fctme olmadan kimin<\/span><\/em><span>\u00a0\u00e7ok k\u0131sa oldu\u011funu \u00f6nceden bilmek m\u00fcmk\u00fcn de\u011fildir\u00a0.\u00a0Bu nedenle, bu soruyu anadili \u0130ngilizce olan herhangi bir yeti\u015fkin kolayca yan\u0131tlayabilirken, bir bilgisayar\u0131n yan\u0131tlamas\u0131 zordur.<\/span><\/p><p><span>Turing&#8217;in taklit oyunu gibi, WS meydan okumas\u0131 da bir makinenin\u00a0dili\u00a0<\/span><em><span>anlamas\u0131n\u0131 gerektirir;\u00a0<\/span><\/em><span>ancak, oyunun aksine, meydan okuma, konu\u015fma yakla\u015f\u0131m\u0131ndan \u00e7ok evet-hay\u0131r okudu\u011funu anlama sorular\u0131na dayanmaktad\u0131r.\u00a0<\/span><strong><span>Bu nedenle, WS meydan okumas\u0131, Turing&#8217;in taklit oyununun iki ana yolunda bir geli\u015fmedir: (1) aldat\u0131c\u0131 bir makine taraf\u0131ndan kur yap\u0131lmas\u0131 muhtemel de\u011fildir ve (2) uzman yarg\u0131\u00e7lar olmadan nesnel olarak derecelendirilebilir.<\/span><\/strong><\/p><p><span>Winograd Schema yar\u0131\u015fmas\u0131n\u0131 ge\u00e7ebilen bir bilgisayar d\u00fc\u015f\u00fcn\u00fcr m\u00fc?\u00a0Kim bilir?\u00a0\u2014 belki t\u00fcm madde bilin\u00e7lidir, belki hayat bir sim\u00fclasyondur.<\/span><\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd716d9 elementor-widget elementor-widget-heading\" data-id=\"dd716d9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Son d\u00fc\u015f\u00fcnceler\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7c0edf5 elementor-widget elementor-widget-text-editor\" data-id=\"7c0edf5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p><span>Makine d\u00fc\u015f\u00fcncesini, \u00f6\u011frenmeyi ve zekay\u0131 sorgulad\u0131\u011f\u0131m\u0131zda, bilgisayarlar\u0131 insanlarla kar\u015f\u0131la\u015ft\u0131rma e\u011filimindeyiz \u00e7\u00fcnk\u00fc d\u00fc\u015f\u00fcnceyle inan\u0131lmaz derecede yak\u0131n bir ili\u015fkimiz var ve belki de d\u00fc\u015f\u00fcnme ve di\u011ferleri.\u00a0bir makinenin ne yapt\u0131\u011f\u0131n\u0131 a\u00e7\u0131klamak i\u00e7in yanl\u0131\u015f terimlerdir, \u00e7\u00fcnk\u00fc bir makinenin d\u00fc\u015f\u00fcn\u00fcp d\u00fc\u015f\u00fcnemeyece\u011fini sormak vb.<\/span><\/p><p><strong><span>Bu nedenle, belki de insanmerkezci s\u00f6zc\u00fck da\u011farc\u0131\u011f\u0131m\u0131zdaki s\u00f6zc\u00fckleri kullanan makineler hakk\u0131nda ara\u015ft\u0131rma yapmamal\u0131y\u0131z, bunun yerine t\u00fcr olarak art\u0131k can\u0131m\u0131z\u0131 s\u0131kmak istemedi\u011fimiz g\u00f6revleri yerine getirmek i\u00e7in yeterince do\u011fru olup olmad\u0131klar\u0131n\u0131 sormal\u0131y\u0131z.\u00a0<\/span><\/strong><span>Bir bilgisayar\u0131n d\u00fc\u015f\u00fcn\u00fcp d\u00fc\u015f\u00fcnemeyece\u011fi sorusu ilgi \u00e7ekici\u00a0<\/span><em><span>de\u011fildir<\/span><\/em><span>\u00a0, \u00e7\u00fcnk\u00fc karar verme mekanizmas\u0131n\u0131 tan\u0131mlamak i\u00e7in kullan\u0131lan semantik ve mekanizman\u0131n insan beynininkine benzerli\u011fi, bilgisayar etik ve do\u011fru bir \u015fekilde yapt\u0131\u011f\u0131 g\u00f6revleri yerine getirebildi\u011fi s\u00fcrece \u00f6nemli de\u011fildir. programland\u0131.\u1da0<\/span><\/p><p><span>Bununla birlikte, bilgisayarlar\u0131n \u00f6\u011frenme s\u00fcre\u00e7lerinde b\u00fcy\u00fck ilerlemeler olmadan, bir makinenin bir insan\u0131 papa\u011fan gibi konu\u015fmaktan daha karma\u015f\u0131k ve aldatmadan daha d\u00fcr\u00fcst bir \u015fekilde taklit etme gereksiniminin baz\u0131 g\u00f6revler i\u00e7in muhtemelen imkans\u0131z oldu\u011funa inan\u0131yorum. Ortalama bir insan\u0131n ba\u015f\u0131na bela olan savunma mekanizmas\u0131 ve malapropizm aras\u0131nda sevecen bir denge gerektiren ve say\u0131sal hesaplamalar gibi di\u011ferleri i\u00e7in tamamen alakas\u0131z olan ileti\u015fim g\u00f6revleri, \u00e7\u00fcnk\u00fc bir bilgisayar\u0131n bu t\u00fcr g\u00f6revler i\u00e7in yetene\u011fi zaten herhangi bir insan\u0131nkinden \u00e7ok daha fazlad\u0131r ve yeteneklerini bizimkine uyacak \u015fekilde k\u00f6reltmek aptalca olur.<\/span><\/p><p><span>Yani belki bilgisayarlar sadece hesap yap\u0131yor ve sadece insanlar d\u00fc\u015f\u00fcn\u00fcyor ya da belki beyin \u00f6zensiz ama esnek bir \u015fekilde parlak bir bilgisayar;\u00a0belki, belki ama ~2.600 kelime sonra konu hala \u00e7ok az ilgi \u00e7ekiyor.<\/span><\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41a321e elementor-widget elementor-widget-heading\" data-id=\"41a321e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Kaynak\u00e7a<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79ad305 elementor-widget elementor-widget-text-editor\" data-id=\"79ad305\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><div class=\"group w-full text-gray-800 dark:text-gray-100 border-b border-black\/10 dark:border-gray-900\/50 bg-gray-50 dark:bg-[#444654]\"><div class=\"flex p-4 gap-4 text-base md:gap-6 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl md:py-6 lg:px-0 m-auto\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3\"><div class=\"flex items-start overflow-x-auto whitespace-pre-wrap break-words flex-col gap-4\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group w-full text-gray-800 dark:text-gray-100 border-b border-black\/10 dark:border-gray-900\/50 bg-gray-50 dark:bg-[#444654]\"><div class=\"flex p-4 gap-4 text-base md:gap-6 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl md:py-6 lg:px-0 m-auto\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3\"><div class=\"flex items-start overflow-x-auto whitespace-pre-wrap break-words flex-col gap-4\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p><span>1. TURING, AM, I. \u2014\u00a0<\/span><a href=\"https:\/\/doi.org\/10.1093\/mind\/LIX.236.433\" target=\"_blank\" rel=\"noopener ugc nofollow external\" data-wpel-link=\"external\"><span>B\u0130LG\u0130SAYAR MAK\u0130NELER\u0130 VE ZEKA<\/span><\/a><span>, Mind, Cilt LIX, Say\u0131 236, Ekim 1950, Sayfa 433 \u2014 460.<\/span><\/p><p><span>2. PIERCE, J. 1969.\u00a0<\/span><a href=\"https:\/\/pdfs.semanticscholar.org\/0155\/01c4d26a92993332ada795e27b126ae3028a.pdf\" target=\"_blank\" rel=\"noopener ugc nofollow external\" data-wpel-link=\"external\"><span>Konu\u015fma tan\u0131ma nerede?\u00a0<\/span><\/a><span>JASA 46 (4B): 1049 \u2014 1051.<\/span><\/p><p><span>3. LEVESQUE, HJ 2011.\u00a0<\/span><a href=\"https:\/\/citeseerx.ist.psu.edu\/viewdoc\/download?doi=10.1.1.729.9814&amp;rep=rep1&amp;type=pdf\" target=\"_blank\" rel=\"noopener ugc nofollow external\" data-wpel-link=\"external\"><span>Winograd \u015eema Yar\u0131\u015fmas\u0131<\/span><\/a><span>\u00a0.\u00a0AAAI Bahar Sempozyumu: Sa\u011fduyulu Ak\u0131l Y\u00fcr\u00fctmenin Mant\u0131ksal Bi\u00e7imlendirmeleri.<\/span><\/p><p><span>4. et al.\u00a0<\/span><a href=\"https:\/\/en.wikipedia.org\/wiki\/ELIZA_effect#cite_note-Hofstadter1996-1\" target=\"_blank\" rel=\"noopener ugc nofollow external\" data-wpel-link=\"external\"><span>ELIZA Etkisi<\/span><\/a><span>\u00a0.\u00a0Vikipedi, bedava ansiklopedi.<\/span><\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3932e59 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3932e59\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c33c83b\" data-id=\"c33c83b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-97c728d elementor-widget elementor-widget-image\" data-id=\"97c728d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/egemen-kaya\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"1080\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png\" class=\"attachment-full size-full wp-image-3715\" alt=\"yapay-zeka-yazar\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png 1080w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-300x300.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-1024x1024.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-150x150.png 150w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-768x768.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-12x12.png 12w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-288f4cf elementor-widget elementor-widget-heading\" data-id=\"288f4cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\">Dil Edinim Modeli<\/a><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1920cf4 elementor-widget elementor-widget-heading\" data-id=\"1920cf4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">Yapay Zeka<\/a> Edit\u00f6r<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40d862e elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"40d862e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-globe elementor-repeater-item-77a48c2\" href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Globe<\/span>\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-globe\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-3c8550c\" data-id=\"3c8550c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-45bb8c7 elementor-widget elementor-widget-heading\" data-id=\"45bb8c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Bunlar ilginizi \u00e7ekebilir!<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b9fbcd8 premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"b9fbcd8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;premium_blog_columns_number&quot;:&quot;33.33%&quot;,&quot;premium_blog_grid&quot;:&quot;yes&quot;,&quot;premium_blog_layout&quot;:&quot;even&quot;,&quot;premium_blog_columns_number_tablet&quot;:&quot;50%&quot;,&quot;premium_blog_columns_number_mobile&quot;:&quot;100%&quot;}\" data-widget_type=\"premium-addon-blog.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\n\n\t\t\t\t<div class=\"premium-blog-wrap  premium-blog-even\" data-page=\"4946\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg\" class=\"attachment-medium size-medium wp-image-6899\" alt=\"ChatGPT&#039;den Claude&#039;a Neden Ge\u00e7iliyor?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1024x538.jpeg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-768x403.jpeg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1536x806.jpeg 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-2048x1075.jpeg 2048w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-18x9.jpeg 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\">\n\t\t\t\tChatGPT&#8217;den Claude&#8217;a Neden Ge\u00e7iliyor?\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png\" class=\"attachment-medium size-medium wp-image-6890\" alt=\"Google Gemini Nedir Kapsaml\u0131 Rehber ve \u00d6zellikler\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\">\n\t\t\t\tGoogle Gemini Nedir? Kapsaml\u0131 Rehber ve \u00d6zellikler\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png\" class=\"attachment-medium size-medium wp-image-6883\" alt=\"Yapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor Stratejik G\u00fc\u00e7 Sava\u015f\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\">\n\t\t\t\tYapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor? Stratejik G\u00fc\u00e7 Sava\u015f\u0131\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Makinelere Bak\u0131\u015f: Turing, Winograd ve \u00d6tesi Edebiyat teorisinden ilgin\u00e7 bir kavram, bir okuyucu bir metni anlamland\u0131rmak isterse, o metnin kendi d\u00fcnya g\u00f6r\u00fc\u015f\u00fcyle \u200b\u200bveya belki daha&hellip;<\/p>","protected":false},"author":1,"featured_media":4951,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[17,7,48],"class_list":["post-4946","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-yapay-zeka","tag-yapay-zeka-arastirma","tag-yapay-zeka-nedir"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/4946","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/comments?post=4946"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/4946\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/4951"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=4946"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=4946"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=4946"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}