{"id":5709,"date":"2023-09-21T07:35:33","date_gmt":"2023-09-21T07:35:33","guid":{"rendered":"https:\/\/aix.web.tr\/?p=5709"},"modified":"2023-10-02T10:10:40","modified_gmt":"2023-10-02T10:10:40","slug":"guclu-yapay-zeka-ve-zayif-yapay-zeka-arasindaki-fark-nedir","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/guclu-yapay-zeka-ve-zayif-yapay-zeka-arasindaki-fark-nedir\/","title":{"rendered":"G\u00fc\u00e7l\u00fc yapay zeka ve zay\u0131f yapay zeka aras\u0131ndaki fark nedir?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5709\" class=\"elementor elementor-5709\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e68f1ed elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e68f1ed\" 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-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-942bb98\" data-id=\"942bb98\" 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-fe167f1 elementor-widget elementor-widget-shortcode\" data-id=\"fe167f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1494\" class=\"elementor elementor-1494\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6a0c6bf elementor-section-height-min-height elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"6a0c6bf\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\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-33 elementor-top-column elementor-element elementor-element-0f33f4b\" data-id=\"0f33f4b\" 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-e3797c5 elementor-icon-list--layout-inline elementor-align-center animated-slow elementor-list-item-link-full_width elementor-invisible elementor-widget elementor-widget-icon-list\" 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data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;}\" 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\/\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1667\" height=\"790\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo.png\" class=\"attachment-full size-full wp-image-3104\" alt=\"Aix Logo\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo.png 1667w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-300x142.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-1024x485.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-768x364.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-1536x728.png 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-18x9.png 18w\" 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class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/ders\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">DERS<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/konusmalar\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">KONU\u015eMALAR<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/iletisim\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0130LET\u0130\u015e\u0130M<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/basvuru\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">EK\u0130BE KATIL<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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<\/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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8da7151 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8da7151\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;slideshow&quot;,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:531,&quot;url&quot;:&quot;http:\\\/\\\/www.aix.web.tr\\\/wp-content\\\/uploads\\\/2019\\\/12\\\/ezgif.com-video-to-gif-1.gif&quot;}],&quot;shape_divider_bottom&quot;:&quot;mountains&quot;,&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" opacity=\"0.33\" 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-7a319a1\" data-id=\"7a319a1\" 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-efcaec3 elementor-widget elementor-widget-heading\" data-id=\"efcaec3\" 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\">G\u00fc\u00e7l\u00fc yapay zeka ve zay\u0131f yapay zeka aras\u0131ndaki fark nedir?<\/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-ec999c0 elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ec999c0\" 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-fe9eb42\" data-id=\"fe9eb42\" 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-ca3529b elementor-widget elementor-widget-text-editor\" data-id=\"ca3529b\" 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\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><span>Yapay zekan\u0131n yayg\u0131n olarak kabul edilen \u00fc\u00e7 s\u0131n\u0131fland\u0131rmas\u0131 vard\u0131r; \u015fu anda bunlardan sadece biri ger\u00e7ekten m\u00fcmk\u00fcn.<\/span><\/div><div class=\"written-by-container\"><p><span>Zeki olmak ne anlama geliyor?\u00a0Bu bir satran\u00e7 oyununu kazanmak anlam\u0131na m\u0131 geliyor?\u00a0<\/span><span>Dilleri \u00e7evirmek mi<\/span><span>\u00a0?\u00a0Bir ki\u015finin y\u00fcz\u00fcndeki duygular\u0131 tan\u0131maya ne dersiniz?\u00a0Veya\u00a0bir kurgu eseri mi\u00a0<\/span><span>yaz\u0131yorsunuz ?\u00a0<\/span><span><a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">Yapay zeka<\/a><\/span><span> daha da geli\u015fmeye devam ettik\u00e7e<\/span><span>, ger\u00e7ek zeka olarak kabul edilebilecek e\u015fi\u011fin tan\u0131mlanmas\u0131 da daha karma\u015f\u0131k hale gelmeye devam ediyor.<\/span><\/p><p><span>Uzmanlar bu makinelerin insanlar kadar ak\u0131ll\u0131 olmad\u0131\u011f\u0131 konusunda \u0131srar ediyor; en az\u0131ndan \u015fimdilik.\u00a0G\u00fc\u00e7l\u00fc yapay zekan\u0131n veya insanlar gibi \u00f6\u011frenme ve d\u00fc\u015f\u00fcnme yetene\u011fine sahip yapay zekan\u0131n varl\u0131\u011f\u0131 hen\u00fcz ortaya \u00e7\u0131kmad\u0131.\u00a0Ama kesinlikle ufukta g\u00f6r\u00fcn\u00fcyor.<\/span><\/p><\/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<div class=\"elementor-element elementor-element-da87b3d elementor-widget elementor-widget-image\" data-id=\"da87b3d\" 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=\"450\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Guclu-yapay-zeka-ve-zayif-yapay-zeka-arasindaki-fark-nedir-1024x547.jpg\" class=\"attachment-large size-large wp-image-5711\" alt=\"G\u00fc\u00e7l\u00fc yapay zeka ve zay\u0131f yapay zeka aras\u0131ndaki fark nedir?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Guclu-yapay-zeka-ve-zayif-yapay-zeka-arasindaki-fark-nedir-1024x547.jpg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Guclu-yapay-zeka-ve-zayif-yapay-zeka-arasindaki-fark-nedir-300x160.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Guclu-yapay-zeka-ve-zayif-yapay-zeka-arasindaki-fark-nedir-768x411.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Guclu-yapay-zeka-ve-zayif-yapay-zeka-arasindaki-fark-nedir-18x10.jpg 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Guclu-yapay-zeka-ve-zayif-yapay-zeka-arasindaki-fark-nedir.jpg 1500w\" 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\">G\u00fc\u00e7l\u00fc yapay zeka ve zay\u0131f yapay zeka aras\u0131ndaki fark nedir?<\/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-c6d3254 elementor-widget elementor-widget-text-editor\" data-id=\"c6d3254\" 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\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><p><a href=\"https:\/\/www.rappi.com.mx\/\" target=\"_blank\" rel=\"noopener\"><span>Son kilometre teslimat\u0131 giri\u015fimi Rappi&#8217;nin<\/span><\/a><span>\u00a0k\u00fcresel veri analiti\u011fi ba\u015fkan\u0131 James Rolfsen, Yerle\u015fik&#8217;e\u00a0&#8220;Herkesin bildi\u011finden \u00e7ok daha yak\u0131n oldu\u011fumuzu d\u00fc\u015f\u00fcn\u00fcyorum&#8221; dedi.\u00a0<\/span><span>\u201cBaz\u0131lar\u0131 20 y\u0131l geride oldu\u011fumuzu s\u00f6yl\u00fcyor.\u00a0Baz\u0131lar\u0131 10 y\u0131l geride oldu\u011fumuzu s\u00f6yl\u00fcyor.\u00a0San\u0131r\u0131m 10 y\u0131l i\u00e7indeyiz.\u201d<\/span><\/p><p><span>O zamana kadar, bug\u00fcn var olan yapay zeka t\u00fcr\u00fcyle yetinmek zorunda kalaca\u011f\u0131z: \u00e7ok \u00f6zel g\u00f6revleri m\u00fckemmelle\u015ftirmek i\u00e7in en temel insan zekas\u0131ndan bile \u00e7ok daha fazla k\u0131s\u0131tlama ve s\u0131n\u0131rlama alt\u0131nda \u00e7al\u0131\u015fan zay\u0131f yapay zeka.<\/span><\/p><p><span>Ancak hata yapmay\u0131n, zay\u0131f yapay zeka zay\u0131f olmaktan ba\u015fka bir \u015fey de\u011fildir.\u00a0<\/span><span>Sa\u011fl\u0131ktan\u00a0<\/span><span>e\u011fitime, \u00a0spora\u00a0kadar\u00a0<\/span><span>hemen\u00a0<\/span><span>hemen her sekt\u00f6r\u00fc d\u00f6n\u00fc\u015ft\u00fcrd\u00fc.\u00a0Ve yapay zekan\u0131n yaln\u0131zca insan zekas\u0131n\u0131 taklit edip e\u015fle\u015ftirmekle kalmay\u0131p ayn\u0131 zamanda onu \u00e7ok a\u015facak potansiyelinin de temelini olu\u015fturuyor.<\/span><\/p><\/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<div class=\"elementor-element elementor-element-1317180 elementor-widget elementor-widget-heading\" data-id=\"1317180\" 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\">Zay\u0131f Yapay Zeka Nedir?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-243017d elementor-widget elementor-widget-text-editor\" data-id=\"243017d\" 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<p><span>Zay\u0131f yapay zekan\u0131n bir\u00e7ok ad\u0131 vard\u0131r.\u00a0Rolfsen, \u00e7ok \u00f6zel g\u00f6revleri (\u00e7o\u011fu zaman insanlardan bile daha ba\u015far\u0131l\u0131 bir \u015fekilde) yerine getirme yetene\u011finden dolay\u0131 &#8220;\u00f6zelle\u015ftirilmi\u015f yapay zeka&#8221; terimini tercih ediyor.<\/span><\/p><p><a href=\"https:\/\/www.cognilytica.com\/\" target=\"_blank\" rel=\"noopener\"><span>YZ Sertifikas\u0131 i\u00e7in Bili\u015fsel<\/span><\/a><span>\u00a0Proje Y\u00f6netiminde Y\u00f6netici Ortak olan Kathleen Walch,\u00a0<a href=\"https:\/\/podcasts.apple.com\/us\/podcast\/ai-today-podcast-artificial-intelligence-insights-experts\/id1279927057\" target=\"_blank\" rel=\"noopener\">AI Today<\/a><\/span><span>\u00a0adl\u0131 pop\u00fcler podcast&#8217;in ev sahibi\u00a0<\/span><span>, \u201cdar YZ\u201d terimini tercih ediyor. \u201cZay\u0131f\u201d kelimesi, \u201cbu YZ sistemlerinin g\u00fc\u00e7l\u00fc olmad\u0131\u011f\u0131n\u0131 ve yararl\u0131 g\u00f6revler ger\u00e7ekle\u015ftiremedi\u011fini ima ediyor, bu durum b\u00f6yle de\u011fil. Asl\u0131nda, \u015fu anda YZ&#8217;n\u0131n mevcut t\u00fcm uygulamalar\u0131 dar YZ kategorisine giriyoruz. \u201d<\/span><\/p><p><span>Zay\u0131f YZ, bu g\u00f6revi m\u00fckemmelle\u015ftirmek ve insanlardan daha iyi ger\u00e7ekle\u015ftirmek i\u00e7in en temel insan zekas\u0131ndan bile \u00e7ok daha fazla k\u0131s\u0131tlamalar alt\u0131nda \u00e7al\u0131\u015fan belirli bir g\u00f6reve odaklan\u0131r. S\u0131n\u0131rl\u0131 i\u015flevselli\u011fi, bu g\u00f6revi kolayl\u0131kla otomatikle\u015ftirmesine izin verir ve dar oda\u011f\u0131, son birka\u00e7 y\u0131lda bir\u00e7ok teknolojik at\u0131l\u0131m yapmas\u0131na izin verdi.<\/span><\/p><p><span>Ger\u00e7ekten de zay\u0131f yapay zeka, yapay zekan\u0131n bug\u00fcne kadarki en ba\u015far\u0131l\u0131 ger\u00e7ekle\u015ftirilmesidir.\u00a0<\/span><span>D\u00f6rt yapay zeka t\u00fcr\u00fcnden<\/span><span>\u00a0ikisi\u00a0<\/span><span>bu \u015femsiyenin alt\u0131na giriyor: reaktif makineler ve s\u0131n\u0131rl\u0131 haf\u0131zal\u0131 makineler.\u00a0Reaktif makineler, anl\u0131k isteklere ve g\u00f6revlere yan\u0131t verebildikleri, ancak haf\u0131zay\u0131 depolayamad\u0131klar\u0131 veya ge\u00e7mi\u015f deneyimlerden \u00f6\u011frenemedikleri i\u00e7in en temel yapay zeka t\u00fcr\u00fcd\u00fcr.\u00a0S\u0131n\u0131rl\u0131 bellek, yapay zekan\u0131n evrimindeki bir sonraki ad\u0131md\u0131r; bu, makinelerin bilgiyi depolamas\u0131na ve bunu gelecekteki g\u00f6revler i\u00e7in \u00f6\u011frenmek ve e\u011fitmek i\u00e7in kullanmas\u0131na olanak tan\u0131r.<\/span><\/p><p><span>Genel olarak zay\u0131f yapay zekan\u0131n s\u0131n\u0131rl\u0131 i\u015flevselli\u011fi,\u00a0belirli g\u00f6revleri kolayl\u0131kla\u00a0<\/span><span>otomatikle\u015ftirmesine olanak tan\u0131r.\u00a0<\/span><span>Ve dar odakl\u0131l\u0131\u011f\u0131, yaln\u0131zca son birka\u00e7 y\u0131lda pek \u00e7ok teknolojik at\u0131l\u0131m\u0131 ger\u00e7ekle\u015ftirmesine olanak tan\u0131d\u0131.<\/span><\/p>\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-30f0663 elementor-widget elementor-widget-heading\" data-id=\"30f0663\" 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\">Zay\u0131f Yapay Zeka \u00d6rnekleri\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1668105 elementor-widget elementor-widget-text-editor\" data-id=\"1668105\" 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<p><span>Zay\u0131f yapay zekan\u0131n ilk ve en \u00fcnl\u00fc \u00f6rneklerinden biri, IBM taraf\u0131ndan yarat\u0131lan ve 1997&#8217;de d\u00fcnya satran\u00e7 \u015fampiyonu Gary Kasparov&#8217;u alt\u0131 ma\u00e7l\u0131k bir ma\u00e7ta yenen bir bilgisayar olan\u00a0<\/span><a href=\"https:\/\/www.ibm.com\/ibm\/history\/ibm100\/us\/en\/icons\/deepblue\/\" target=\"_blank\" rel=\"noopener\"><span>Deep Blue&#8217;dur<\/span><\/a><span>\u00a0(Kasparov ilk ma\u00e7\u0131n\u0131 bir y\u0131l \u00f6nce kazanm\u0131\u015ft\u0131).\u00a0Deep Blue y\u00fcz milyonlarca hamle aras\u0131ndan se\u00e7im yapabildi ve rakibinin 20 hamle ilerisini &#8220;g\u00f6rmeyi&#8221; ba\u015fard\u0131; bug\u00fcne kadar hi\u00e7bir insan\u0131n ba\u015faramad\u0131\u011f\u0131 bir ba\u015far\u0131.<\/span><\/p><p><span>Rolfsen, &#8220;Bir makinenin herhangi bir g\u00f6revi, \u00f6zel bir g\u00f6rev bile olsa, insan zekas\u0131ndan \u00fcst\u00fcn olacak \u015fekilde ger\u00e7ekten yapabilmesi fikri o zamanlar insanlar\u0131n akl\u0131n\u0131 ba\u015f\u0131ndan alacak bir \u015feydi&#8221; dedi.\u00a0\u015eimdi, 25 y\u0131l sonra, dar kapsaml\u0131 yapay zeka g\u00fcnl\u00fck ya\u015fam\u0131n neredeyse her alan\u0131na yay\u0131lm\u0131\u015f durumda.<\/span><\/p><ul><li><span>Sohbet robotlar\u0131<\/span><\/li><li><span>Spotify&#8217;\u0131 \u00f6neri<\/span><\/li><li><span>E-posta spam filtreleri<\/span><\/li><li><span>Siri, Alexa ve Cortana gibi ak\u0131ll\u0131 asistanlar<\/span><\/li><li><span>Kendi kendine giden arabalar<\/span><\/li><li><span>Google haritalar\u0131<\/span><\/li><li><span>Apple otomatik d\u00fczeltme<\/span><\/li><\/ul><p><span>Siri, Alexa ve Cortana gibi ak\u0131ll\u0131 asistanlar, zay\u0131f yapay zeka ve kullan\u0131c\u0131lar\u0131n bilgilerini toplama, tercihlerini \u00f6\u011frenme ve \u00f6nceki etkile\u015fimlere dayal\u0131 deneyimlerini geli\u015ftirme yetene\u011fi sayesinde hat\u0131rlat\u0131c\u0131lar ayarlayabilir, \u00e7evrimi\u00e7i bilgi arayabilir ve insanlar\u0131n evlerindeki \u0131\u015f\u0131klar\u0131 kontrol edebilir.\u00a0Kendi kendine giden arabalar, etraflar\u0131ndaki nesneleri tespit etmek, di\u011fer arabalara olan mesafelerini belirlemek, trafik sinyallerini tan\u0131mlamak ve \u00e7ok daha fazlas\u0131 i\u00e7in zay\u0131f yapay zekan\u0131n derin sinir a\u011flar\u0131n\u0131 kullan\u0131yor.\u00a0Al\u0131\u015fveri\u015f yapmak i\u00e7in Amazon&#8217;a her gitti\u011finizde veya Facebook&#8217;ta haber ak\u0131\u015f\u0131n\u0131zda\u00a0<\/span><span>dola\u015ft\u0131\u011f\u0131n\u0131zda<\/span><span>, bir sayfada g\u00f6rd\u00fc\u011f\u00fcn\u00fcz her \u015fey ki\u015fiselle\u015ftirilir, b\u00f6ylece veriler ve yapay zeka yard\u0131m\u0131yla \u015firketin yapman\u0131z\u0131 istedi\u011fi eylemleri ger\u00e7ekle\u015ftirirsiniz.<\/span><\/p><p><span>&#8220;\u0130nsanlar\u0131n hayatlar\u0131n\u0131n ne kadar\u0131n\u0131n asl\u0131nda zay\u0131f yapay zeka veya uzmanla\u015fm\u0131\u015f yapay zeka taraf\u0131ndan y\u00f6netildi\u011fine dair hi\u00e7bir fikri yok.\u00a0Hi\u00e7bir fikirleri yok,&#8221; dedi Rolfsen.\u00a0Ve bu kadar yayg\u0131n olmas\u0131n\u0131n bir nedeni var.\u00a0&#8220;Zay\u0131f yapay zeka karl\u0131 bir yapay zekad\u0131r&#8221; diye devam etti.\u00a0\u201c\u015eirketler bu \u015fekilde para kazan\u0131yor, g\u00fcn\u00fcm\u00fczde \u015firketlerin di\u011fer \u015firketlere kar\u015f\u0131 \u00fcst\u00fcnl\u00fc\u011f\u00fc bu \u015fekilde oluyor.\u201d<\/span><\/p>\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-487a226 elementor-widget elementor-widget-image\" data-id=\"487a226\" 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=\"640\" height=\"344\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Yeni-arastirmalara-gore-kadinlarin-islerinin-neredeyse-80i-uretken-yapay-zeka-nedeniyle-risk-altinda.jpg\" class=\"attachment-large size-large wp-image-5487\" alt=\"Yeni ara\u015ft\u0131rmalara g\u00f6re kad\u0131nlar\u0131n i\u015flerinin neredeyse %80&#039;i \u00fcretken yapay zeka nedeniyle risk alt\u0131nda\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Yeni-arastirmalara-gore-kadinlarin-islerinin-neredeyse-80i-uretken-yapay-zeka-nedeniyle-risk-altinda.jpg 640w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Yeni-arastirmalara-gore-kadinlarin-islerinin-neredeyse-80i-uretken-yapay-zeka-nedeniyle-risk-altinda-300x161.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Yeni-arastirmalara-gore-kadinlarin-islerinin-neredeyse-80i-uretken-yapay-zeka-nedeniyle-risk-altinda-18x10.jpg 18w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Yeni ara\u015ft\u0131rmalara g\u00f6re kad\u0131nlar\u0131n i\u015flerinin neredeyse %80'i \u00fcretken yapay zeka nedeniyle risk alt\u0131nda<\/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-b121f63 elementor-widget elementor-widget-heading\" data-id=\"b121f63\" 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\">G\u00fc\u00e7l\u00fc Yapay Zeka Nedir?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17b081a elementor-widget elementor-widget-text-editor\" data-id=\"17b081a\" 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<p>Zay\u0131f yapay zeka gibi g\u00fc\u00e7l\u00fc yapay zekan\u0131n da ba\u015fka bir ad\u0131 vard\u0131r:\u00a0yapay genel zeka\u00a0veya AGI.\u00a0Bu, insanlarla ayn\u0131 \u015fekilde davranabilen ve eylemler ger\u00e7ekle\u015ftirebilen yapay zekad\u0131r.\u00a0YGZ, insan\u0131n genel zekas\u0131n\u0131 taklit eder ve bizimkine benzer yollarla sorunlar\u0131 \u00e7\u00f6zebilir ve haber becerilerini \u00f6\u011frenebilir.<\/p><p>Walch, &#8220;Bir yapay zeka sistemi, t\u00fcm zeka, duygu ve bilginin geni\u015f \u00e7apta uygulanabilirli\u011fi ile bir insan\u0131n yeteneklerine ne kadar yakla\u015f\u0131rsa, yapay zeka sisteminin o kadar &#8216;g\u00fc\u00e7l\u00fc&#8217; oldu\u011fu kabul edilir&#8221; dedi.<\/p><p>G\u00fc\u00e7l\u00fc veya genel yapay zekan\u0131n bilgiyi genelle\u015ftirebildi\u011fini ve bu bilgiyi bir g\u00f6revden di\u011ferine uygulayabildi\u011fini, mevcut bilgiye g\u00f6re ileriye d\u00f6n\u00fck plan yapabilece\u011fini ve de\u011fi\u015fiklikler meydana geldik\u00e7e ortama uyum sa\u011flayabilece\u011fini ekledi.\u00a0&#8220;Bir sistem t\u00fcm bunlar\u0131 yapabildi\u011finde AGI olarak kabul edilir.&#8221;<\/p>\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-00a8403 elementor-widget elementor-widget-heading\" data-id=\"00a8403\" 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\">G\u00fc\u00e7l\u00fc Yapay Zeka \u00d6rnekleri\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-125d870 elementor-widget elementor-widget-text-editor\" data-id=\"125d870\" 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<p><span>Asl\u0131nda hen\u00fcz mevcut olmad\u0131\u011f\u0131ndan YGZ&#8217;nin tek ger\u00e7ek \u00f6rnekleri\u00a0<\/span><em><span>Star Trek: Yeni Nesil, Wall-E\u00a0<\/span><\/em><span>ve\u00a0<\/span><em><span>Her gibi bilim kurgu eserlerinde bulunur\u00a0<\/span><\/em><span>ve \u00e7o\u011fu zaman bu teknolojinin \u00fctopik bir versiyonunu tasvir ederler. ya da distopik bir \u015fey.<\/span><\/p><p><span>Rolfsen, &#8220;G\u00fc\u00e7l\u00fc yapay zekan\u0131n hayali, yaln\u0131zca \u00f6nceden belirlenmi\u015f bir beceriye veya \u00f6nceden belirlenmi\u015f bir hedefe hakim olmay\u0131 de\u011fil, ayn\u0131 zamanda herhangi bir karar verme ortam\u0131na dinamik olarak uyum sa\u011flayabilecek bir sistemi fiilen tasarlamay\u0131 ba\u015farabilen ak\u0131ll\u0131 bir sistem in\u015fa etme fikridir&#8221; dedi. .\u201d<\/span><\/p><p><span>Pratikte bu elbette insanl\u0131k i\u00e7in oyunun kurallar\u0131n\u0131 tamamen de\u011fi\u015ftirecek bir geli\u015fme olacakt\u0131r.\u00a0Yapay genel zekaya sahip bir bilgisayar, d\u00fcnyan\u0131n en acil sorunlar\u0131ndan baz\u0131lar\u0131n\u0131 \u00e7\u00f6zmek i\u00e7in internette bulunan t\u00fcm d\u00fcnya bilgisini tarayabilir, hatta bunlar\u0131 daha ortaya \u00e7\u0131kmadan \u00f6nce tahmin edip \u00e7\u00f6zebilir.<\/span><\/p>\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-f8eee0b elementor-widget elementor-widget-heading\" data-id=\"f8eee0b\" 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\">G\u00dc\u00c7L\u00dc YAPAY ZEKANIN VAAD\u0130 VE TEHL\u0130KELER\u0130\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-978fcaf elementor-widget elementor-widget-text-editor\" data-id=\"978fcaf\" 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=\"snippet-box snippet-box-text\"><div><div class=\"description\"><p>Ancak g\u00fc\u00e7l\u00fc yapay zekan\u0131n insan zekas\u0131n\u0131 ve yeteneklerini a\u015facak kadar geli\u015fmi\u015f olmas\u0131 ihtimali de olduk\u00e7a fazla korku yarat\u0131yor.\u00a0Bu korkulardan baz\u0131lar\u0131 aras\u0131nda AGI&#8217;nin d\u00fcnyay\u0131 ele ge\u00e7irmesi veya t\u00fcm verilerimizin ve mahremiyetimizin yapay zeka taraf\u0131ndan kaybedilmesi yer al\u0131yor.\u00a0Ve ayr\u0131ca t\u00fcm i\u015flerimizin yerini\u00a0robotlar\u0131n al\u0131p almayaca\u011f\u0131na dair s\u00fcregelen bir tart\u0131\u015fma var.<\/p><p>Walch, insanlar\u0131n yapay zekaya ili\u015fkin korkular\u0131n\u0131n \u00e7o\u011funun &#8220;rasyonel olmaktan ziyade duygusal&#8221; oldu\u011fu konusunda \u0131srar ediyor.\u00a0Bununla birlikte, \u015feffafl\u0131\u011f\u0131n eksikli\u011fi (\u00f6zellikle derin \u00f6\u011frenmeyle ilgili), insanlar\u0131n yapay zekay\u0131 k\u00f6t\u00fc ama\u00e7larla k\u00f6t\u00fcye kullanmas\u0131,\u00a0\u00f6nyarg\u0131, g\u00fcvenlik\u00a0eksikli\u011fi\u00a0ve\u00a0konu bu oldu\u011funda\u00a0h\u00fck\u00fcmetlerin genel cehaleti\u00a0de dahil olmak \u00fczere ele al\u0131nmas\u0131 gereken baz\u0131 ge\u00e7erli endi\u015feler oldu\u011funu da ekledi.\u00a0Bu teknolojiyle yasal olarak ilgilenmek.<\/p><blockquote><p>&#8220;Veri odakl\u0131 projeler, \u00f6zellikle de yapay zeka projeleri i\u00e7in kurulu\u015flar\u0131n insanlar\u0131 d\u00f6ng\u00fcn\u00fcn i\u00e7inde tutmas\u0131 gerekiyor.&#8221;<\/p><\/blockquote><p>Walch&#8217;a g\u00f6re, e\u011fer insanlar giderek daha karma\u015f\u0131k hale gelen yapay zeka sistemleri taraf\u0131ndan tehdit alt\u0131nda hissetmeye devam ederse &#8220;b\u00fcy\u00fck bir direni\u015f&#8221; ya\u015fanacak. Dolay\u0131s\u0131yla bu en k\u00f6t\u00fc korkular\u0131n ger\u00e7ekle\u015fmesini \u00f6nlemek \u00f6nemlidir. Bunu ba\u015farmak i\u00e7in Walch, bu alandaki her ilerlemenin bir amac\u0131 olmas\u0131 ve insan etkisini her zaman perspektifte tutman\u0131n \u00f6nemli oldu\u011funu s\u00f6yledi. Bu, b\u00fcy\u00fck \u00f6l\u00e7\u00fcde yapay zeka ve makine \u00f6\u011frenmesi projelerinde en iyi uygulama olarak kabul edilen <a href=\"https:\/\/www.cognilytica.com\/cpmai\/\" target=\"_blank\" rel=\"noopener\">Yapay Zeka i\u00e7in Bili\u015fsel Proje Y\u00f6netimi metodolojisinde ana hatlar\u0131yla<\/a> belirtilmi\u015ftir.<\/p><p>Walch, &#8220;Kurulu\u015funuz i\u00e7in ger\u00e7ek bir sorunu \u00e7\u00f6zm\u00fcyorsan\u0131z muhtemelen projeyi ilk etapta yapmamal\u0131s\u0131n\u0131z&#8221; dedi.\u00a0\u201cVeri odakl\u0131 projeler, \u00f6zellikle de yapay zeka projeleri i\u00e7in kurulu\u015flar\u0131n insanlar\u0131 d\u00f6ng\u00fcn\u00fcn i\u00e7inde tutmas\u0131 gerekiyor.\u00a0Bunu yaparak yapay zeka projelerinin kapsam dahilinde kalmas\u0131n\u0131 sa\u011flayacaklar.&#8221;<\/p><\/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-4f60b45 elementor-widget elementor-widget-heading\" data-id=\"4f60b45\" 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\">G\u00dc\u00c7L\u00dc YAPAY ZEKAYA SAH\u0130P OLMAYA YAKIN TEKNOLOJ\u0130\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f76aa1 elementor-widget elementor-widget-text-editor\" data-id=\"3f76aa1\" 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=\"snippet-box snippet-box-text\"><div class=\"description\"><p><span>Tekrar ediyorum; tamamen ger\u00e7ek bir insan gibi \u00f6\u011frenme, d\u00fc\u015f\u00fcnme ve davranma yetene\u011fine sahip bir yapay zeka mevcut de\u011fil.\u00a0Yine de g\u00fcn\u00fcm\u00fcz\u00fcn yapay zekas\u0131\u00a0<\/span><span>, baz\u0131lar\u0131n\u0131 uzmanlar\u0131n bile\u00a0tam olarak anlayamad\u0131\u011f\u0131\u00a0<\/span><a href=\"https:\/\/www.nytimes.com\/2022\/08\/24\/technology\/ai-technology-progress.html?action=click&amp;pgtype=Article&amp;state=default&amp;module=styln-artificial-intelligence&amp;variant=show&amp;region=MAIN_CONTENT_1&amp;block=storyline_top_links_recirc\" target=\"_blank\" rel=\"noopener\"><span>inan\u0131lmaz \u015feyler<\/span><\/a><span> yapma kapasitesine sahip.\u00a0Ve \u015fu anda YGK kriterlerine yakla\u015fan olduk\u00e7a karma\u015f\u0131k baz\u0131 sistemler var.<\/span><\/p><p><span>Bunlardan biri, OpenAI taraf\u0131ndan tasarlanan ve insan benzeri metinler \u00fcretmek i\u00e7in derin \u00f6\u011frenmeyi kullanan otoregresif bir dil modeli olan\u00a0<\/span><span><a href=\"https:\/\/aix.web.tr\/chatgpt-3-vs-chatgpt-4\/\">GPT-3<\/a>&#8216;t\u00fcr<\/span><span>.\u00a0Ba\u015fka bir deyi\u015fle: Rolfsen&#8217;in ifadesiyle bu, &#8220;steroidler \u00fczerinde otomatik tamamlama algoritmas\u0131d\u0131r&#8221;.\u00a0<\/span><a href=\"https:\/\/www.theverge.com\/21346343\/gpt-3-explainer-openai-examples-errors-agi-potential\" target=\"_blank\" rel=\"noopener\"><span>GPT-3 kendi ba\u015f\u0131na ak\u0131ll\u0131 de\u011fildir, ancak tarihsel fig\u00fcrlerle konu\u015fman\u0131za olanak tan\u0131yan bir sohbet robotu ve soru tabanl\u0131 bir arama motoru da dahil olmak \u00fczere baz\u0131 ola\u011fan\u00fcst\u00fc \u015feyler<\/span><\/a><span> yaratmak i\u00e7in kullan\u0131lm\u0131\u015ft\u0131r<\/span><span>.\u00a0&#8220;Bu sistemler, iki y\u0131l \u00f6nce kesinlikle imkans\u0131z olan, inan\u0131lmaz derecede karma\u015f\u0131k bir mant\u0131k y\u00fcr\u00fctme kapasitesine sahip&#8221; dedi.<\/span><\/p><p><span>Bir di\u011feri ise DeepMind taraf\u0131ndan yarat\u0131lan ve satran\u00e7 ve Atari oyunlar\u0131n\u0131n tamam\u0131 da dahil olmak \u00fczere nas\u0131l oynanaca\u011f\u0131 \u00f6\u011fretilmeyen\u00a0<\/span><a href=\"https:\/\/www.deepmind.com\/blog\/muzero-mastering-go-chess-shogi-and-atari-without-rules\" target=\"_blank\" rel=\"noopener\"><span>oyunlarda<\/span><\/a><span>, oyunlar\u0131 milyonlarca kez yeniden oynayarak kat\u0131ks\u0131z kaba kuvvet kullanarak ustala\u015fmay\u0131 ba\u015faran bir bilgisayar program\u0131 olan MuZero&#8217;dur.<\/span><\/p><p><span>\u201cAyn\u0131 ak\u0131ll\u0131 sistemi t\u00fcm bu farkl\u0131 ortamlar \u00fczerinde kullanabiliyor ve sistem, \u00f6zellikle herhangi biri i\u00e7in tasarlanmadan t\u00fcm bunlar\u0131 otomatik olarak \u00f6\u011frenebiliyor.\u00a0Bu ba\u015fl\u0131 ba\u015f\u0131na ak\u0131llara durgunluk veren bir kavram,&#8221; dedi Rolfsen.\u00a0&#8220;Bu sisteme yerle\u015ftirilmi\u015f bir dereceye kadar genelle\u015ftirilmi\u015f zekan\u0131n oldu\u011funu \u015fiddetle savunuyorum.&#8221;<\/span><\/p><\/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-63edaf1 elementor-widget elementor-widget-image\" data-id=\"63edaf1\" 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 loading=\"lazy\" decoding=\"async\" width=\"843\" height=\"707\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/yapay-zeka-iyi-mi-kotu-mu-1024x859.jpg\" class=\"attachment-large size-large wp-image-4160\" alt=\"yapay-zeka-iyi-mi-k\u00f6t\u00fc-m\u00fc\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/yapay-zeka-iyi-mi-kotu-mu-1024x859.jpg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/yapay-zeka-iyi-mi-kotu-mu-300x252.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/yapay-zeka-iyi-mi-kotu-mu-768x644.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/yapay-zeka-iyi-mi-kotu-mu-14x12.jpg 14w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/10\/yapay-zeka-iyi-mi-kotu-mu.jpg 1240w\" 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\">yapay-zeka-iyi-mi-k\u00f6t\u00fc-m\u00fc<\/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-2647ca9 elementor-widget elementor-widget-heading\" data-id=\"2647ca9\" 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\">G\u00fc\u00e7l\u00fc Yapay Zeka, Zay\u0131f Yapay Zeka ve S\u00fcper Zeka\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0f8c097 elementor-widget elementor-widget-text-editor\" data-id=\"0f8c097\" 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<p><span>Dolay\u0131s\u0131yla, zay\u0131f yapay zeka belirli g\u00f6revleri insanlardan daha iyi otomatikle\u015ftiriyorsa ve g\u00fc\u00e7l\u00fc yapay zeka insanlarla ayn\u0131 \u00e7eviklikle d\u00fc\u015f\u00fcn\u00fcyor ve davran\u0131yorsa, yapay zekan\u0131n bundan sonra nereye gidebilece\u011fini merak ediyor olabilirsiniz.\u00a0Ve cevap \u015fu: s\u00fcper zeka.<\/span><\/p><p><span>S\u00fcper zeki bir makine, tamamen kendinin fark\u0131nda olacak ve neredeyse her bak\u0131mdan insan zekas\u0131n\u0131 geride b\u0131rakacakt\u0131r.\u00a0Ve yapay genel zeka gibi (\u015fimdilik) tam bir bilim kurgu.<\/span><\/p><p><span>Oxford \u0130nsanl\u0131\u011f\u0131n Gelece\u011fi Enstit\u00fcs\u00fc&#8217;n\u00fcn kurucu profes\u00f6r\u00fc ve lideri Nick Bostrom, bu terimi 1998 y\u0131l\u0131nda ortaya atm\u0131\u015f gibi g\u00f6r\u00fcn\u00fcyor ve 21. y\u00fczy\u0131l\u0131n ilk \u00fc\u00e7te birinde insan\u00fcst\u00fc yapay zekaya ula\u015faca\u011f\u0131m\u0131z\u0131 \u00f6ng\u00f6rd\u00fc.\u00a0Rolfsen, baz\u0131 a\u00e7\u0131lardan zay\u0131f yapay zeka bi\u00e7iminde zaten aram\u0131zda oldu\u011funu s\u00f6yledi.<\/span><\/p><p><span>\u00d6rne\u011fin Deep Blue herhangi bir insandan daha iyi satran\u00e7 oynayabilir, bu da onu \u00e7ok \u00f6zel bir s\u00fcper zeka bi\u00e7imi haline getiriyor.\u00a0Ama yine de genelle\u015ftirilmi\u015f zeka de\u011fil.\u00a0Bu nedenle \u201cDeep Blue&#8217;nun d\u00fcnyay\u0131 ele ge\u00e7irip insanlar\u0131 k\u00f6lele\u015ftirmeyece\u011fini biliyoruz.\u00a0Bunun olmayaca\u011f\u0131n\u0131 biliyoruz \u00e7\u00fcnk\u00fc Deep Blue&#8217;nun bildi\u011fi tek \u015fey satran\u00e7 oynamakt\u0131r&#8221; dedi Rolfsen.<\/span><\/p><p><span>Ancak genelle\u015ftirilmi\u015f s\u00fcper zekay\u0131 bir kez ba\u015fard\u0131\u011f\u0131m\u0131zda, bilgisayarlar\u0131n potansiyel olarak insanlar\u0131 her y\u00f6nden alt etme olas\u0131l\u0131\u011f\u0131na giriyoruz; bu, nas\u0131l bakt\u0131\u011f\u0131n\u0131za ba\u011fl\u0131 olarak ger\u00e7ekten kabus gibi veya inan\u0131lmaz derecede heyecan verici bir \u015fey.\u00a0Rolfsen&#8217;e g\u00f6re her iki durumda da &#8220;kesinlikle ger\u00e7ekle\u015fecek&#8221;.<\/span><\/p>\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-ea03919 elementor-widget elementor-widget-heading\" data-id=\"ea03919\" 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\">G\u00fc\u00e7l\u00fc Yapay Zeka ve S\u00fcper Zekaya Ula\u015ft\u0131\u011f\u0131m\u0131z\u0131 Nas\u0131l Bilece\u011fiz?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a00d21d elementor-widget elementor-widget-text-editor\" data-id=\"a00d21d\" 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<p>S\u00fcper zekaya, hatta ger\u00e7ek yapay genel zekaya ula\u015f\u0131l\u0131rsa, bunun bir \u00f6rne\u011fiyle kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z\u0131 nas\u0131l bilece\u011fiz?\u00a0Cevap d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcn\u00fczden daha karma\u015f\u0131k.<\/p><p>Uzun zamand\u0131r bir makinenin zekas\u0131 Turing Testi ile de\u011ferlendiriliyordu.\u00a0Alan Turing taraf\u0131ndan 1950 y\u0131l\u0131nda geli\u015ftirilen test, bir insan\u0131, bir bilgisayar\u0131 ve bir sorgulay\u0131c\u0131y\u0131 kar\u015f\u0131l\u0131kl\u0131 konu\u015fma ortam\u0131na sokar.\u00a0Rolfsen, e\u011fer sorgulay\u0131c\u0131 insan ile bilgisayar aras\u0131nda ayr\u0131m yapam\u0131yorsa, o zaman bilgisayar sorgulay\u0131c\u0131y\u0131 &#8220;insan oldu\u011funa&#8221; ikna etmeyi ba\u015farm\u0131\u015f demektir, diye a\u00e7\u0131klad\u0131 Rolfsen, b\u00f6ylece kendi zekas\u0131n\u0131 bir insan\u0131nkinden ay\u0131rt edilemez hale getiriyor.<\/p><p>G\u00fcn\u00fcm\u00fczde baz\u0131 \u00e7ok\u00a0geli\u015fmi\u015f sohbet robotlar\u0131, zay\u0131f yapay zeka par\u00e7alar\u0131 olmalar\u0131na ve dolay\u0131s\u0131yla insanlar kadar ak\u0131ll\u0131 olmamalar\u0131na ra\u011fmen, g\u00f6r\u00fcn\u00fc\u015fe g\u00f6re Turing Testini ge\u00e7ebiliyor.\u00a0Walch, baz\u0131 uzmanlar\u0131n &#8220;bir yapay zeka sistemi ger\u00e7ekten \u015faka yapabildi\u011finde, bunun YZG alan\u0131na ge\u00e7ti\u011fini anlayaca\u011f\u0131n\u0131za&#8221; inand\u0131\u011f\u0131n\u0131 s\u00f6yledi.<\/p><blockquote><p>&#8220;Bizi b\u00fcy\u00fcleyen ve insanlar\u0131n makinelerden farkl\u0131 oldu\u011funa inanmam\u0131z\u0131 sa\u011flayan \u015fey, insan zihninin muazzam esnekli\u011fidir.&#8221;<\/p><\/blockquote><p>Rolfsen i\u00e7in standartlar biraz daha y\u00fcksek.\u00a0Genelle\u015ftirilmi\u015f zekan\u0131n (al\u0131\u015f\u0131lmad\u0131k ortamlarda ba\u011flam\u0131 ve \u00f6nceki bilgileri kullanarak uyum sa\u011flama yetene\u011fimiz) &#8220;insanlar\u0131 b\u00fcy\u00fcl\u00fc varl\u0131klar yapan \u015feylerden biri&#8221; oldu\u011funu s\u00f6yledi.\u00a0Bunu herhangi bir eski makineye vermeyece\u011fiz.<\/p><p>Rolfsen, &#8220;Bizi b\u00fcy\u00fcleyen ve insanlar\u0131n makinelerden farkl\u0131 oldu\u011funa inanmam\u0131z\u0131 sa\u011flayan \u015fey, insan zihninin muazzam esnekli\u011fidir&#8221; dedi.\u00a0&#8220;T\u00fcm bu yapay zeka sistemlerini sand\u0131\u011f\u0131m\u0131zdan \u00e7ok daha y\u00fcksek bir standartta tutuyoruz \u00e7\u00fcnk\u00fc onlar\u0131 [kendimizle ilgili] en y\u00fcksek standartlar\u0131m\u0131zda tutuyoruz.&#8221;<\/p><p>\u00d6rne\u011fin Deep Blue&#8217;dan \u00f6nce bir\u00e7ok yapay zeka sistemi satran\u00e7ta \u00e7o\u011fu insan\u0131 yenmeyi ba\u015farm\u0131\u015ft\u0131.\u00a0Ancak genel halk bu di\u011fer bilgisayarlar\u0131 ak\u0131ll\u0131 olarak adland\u0131rmaya haz\u0131r de\u011fildi \u00e7\u00fcnk\u00fc Rolfsen&#8217;in ifadesiyle \u201c\u00e7o\u011fu insan satran\u00e7ta berbatt\u0131r\u201d.\u00a0\u0130nsanlar\u0131n bu sistemlerin her bak\u0131mdan ak\u0131ll\u0131 kabul edilebilece\u011fini kabul etmesi i\u00e7in Deep Blue&#8217;nun 1997&#8217;deki satran\u00e7 ma\u00e7\u0131nda Gary Kasparov&#8217;u yenmesi gerekti.<\/p><p>Art\u0131k insan zekas\u0131n\u0131n t\u00fcm karma\u015f\u0131kl\u0131klar\u0131n\u0131 yakalay\u0131p dijitalle\u015ftirmeye \u00e7al\u0131\u015f\u0131rken, yaln\u0131zca yapay zekan\u0131n s\u0131n\u0131rlar\u0131n\u0131 zorlamakla kalm\u0131yoruz, ayn\u0131 zamanda ger\u00e7ek anlamda insan olman\u0131n ne anlama geldi\u011fini de zorluyoruz.<\/p><p>Rolfsen, &#8220;Asl\u0131nda bu s\u00fcre\u00e7ten ge\u00e7erek ve insan\u0131n karar verme s\u00fcrecini ve insan etkile\u015fimini kopyalamaya \u00e7al\u0131\u015farak insanl\u0131k ve insan olman\u0131n ne anlama geldi\u011fi hakk\u0131nda daha \u00e7ok, \u00e7ok daha fazlas\u0131n\u0131 \u00f6\u011frendim&#8221; dedi.\u00a0&#8220;Yapay zeka etraf\u0131ndaki teknolojimizde bu kadar yo\u011fun \u00e7al\u0131\u015farak ve bu kadar h\u0131zl\u0131 ilerleyerek, asl\u0131nda bizi insan yapan \u015feyin ne oldu\u011fu hakk\u0131nda \u00e7ok daha fazla \u015fey \u00f6\u011freniyoruz.&#8221;\u00a0<\/p>\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-5609af5 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5609af5\" 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-ac7415b\" data-id=\"ac7415b\" 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-01130ff elementor-widget elementor-widget-image\" data-id=\"01130ff\" 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-6c4bbb8 elementor-widget elementor-widget-heading\" data-id=\"6c4bbb8\" 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-707b7a3 elementor-widget elementor-widget-heading\" data-id=\"707b7a3\" 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\">Yapay Zeka 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-2aee006 elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"2aee006\" 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-bed265c\" data-id=\"bed265c\" 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-17b6fb0 elementor-widget elementor-widget-heading\" data-id=\"17b6fb0\" 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-01056d5 premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"01056d5\" 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=\"5709\">\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>G\u00fc\u00e7l\u00fc yapay zeka ve zay\u0131f yapay zeka aras\u0131ndaki fark nedir? Yapay zekan\u0131n yayg\u0131n olarak kabul edilen \u00fc\u00e7 s\u0131n\u0131fland\u0131rmas\u0131 vard\u0131r; \u015fu anda bunlardan sadece biri ger\u00e7ekten&hellip;<\/p>","protected":false},"author":1,"featured_media":5711,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[108,17,110],"class_list":["post-5709","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-guclu-yapay-zeka","tag-yapay-zeka","tag-zayif-yapay-zeka"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5709","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=5709"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5709\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/5711"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=5709"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=5709"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=5709"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}