{"id":6813,"date":"2024-07-19T05:25:52","date_gmt":"2024-07-19T05:25:52","guid":{"rendered":"https:\/\/aix.web.tr\/?p=6813"},"modified":"2024-07-19T05:25:54","modified_gmt":"2024-07-19T05:25:54","slug":"yapay-zeka-ajani-nedir","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/yapay-zeka-ajani-nedir\/","title":{"rendered":"Yapay Zeka Ajan\u0131 Nedir?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6813\" class=\"elementor elementor-6813\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cee8f0a elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cee8f0a\" 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 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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-ddaf949 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ddaf949\" 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-43bc041\" data-id=\"43bc041\" 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-0c731d2 elementor-widget elementor-widget-heading\" data-id=\"0c731d2\" 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\">Yapay Zeka Ajan\u0131 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-b393289 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b393289\" data-element_type=\"section\" data-e-type=\"section\">\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-0aa59c9\" data-id=\"0aa59c9\" 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-9949a04 elementor-widget elementor-widget-text-editor\" data-id=\"9949a04\" 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=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"flex-1 overflow-hidden\"><div class=\"react-scroll-to-bottom--css-fumkx-79elbk h-full\"><div class=\"react-scroll-to-bottom--css-fumkx-1n7m0yu\"><div class=\"flex flex-col text-sm gizmo:pb-9 dark:bg-gray-800 gizmo:dark:bg-transparent\"><div class=\"w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 gizmo:py-2 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl } group final-completion\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col max-w-full gap-3 gizmo:gap-0\"><div class=\"min-h-[20px] text-message flex flex-col items-start gap-3 whitespace-pre-wrap break-words [.text-message+&amp;]:mt-5 overflow-x-auto\" data-message-author-role=\"assistant\" data-message-id=\"fbaab8fa-3489-4c21-88b5-706277815ba2\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"flex-1 overflow-hidden\"><div class=\"react-scroll-to-bottom--css-atezo-79elbk h-full\"><div class=\"react-scroll-to-bottom--css-atezo-1n7m0yu\"><div class=\"flex flex-col text-sm pb-9\"><div class=\"w-full text-token-text-primary\" dir=\"auto\" data-testid=\"conversation-turn-3\" data-scroll-anchor=\"true\"><div class=\"py-2 px-3 text-base md:px-4 m-auto md:px-5 lg:px-1 xl:px-5\"><div class=\"mx-auto flex flex-1 gap-3 text-base juice:gap-4 juice:md:gap-6 md:max-w-3xl lg:max-w-[40rem] xl:max-w-[48rem]\"><div class=\"relative flex w-full min-w-0 flex-col agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col max-w-full\"><div class=\"min-h-[20px] text-message flex flex-col items-start whitespace-pre-wrap break-words [.text-message+&amp;]:mt-5 overflow-x-auto gap-3\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"bc7c50cf-2fb6-4b29-962b-4203960bcab2\"><div class=\"markdown prose w-full break-words dark:prose-invert light\"><div class=\"flex flex-grow flex-col max-w-full\"><div class=\"min-h-[20px] text-message flex flex-col items-start whitespace-pre-wrap break-words [.text-message+&amp;]:mt-5 juice:w-full juice:items-end overflow-x-auto gap-2\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"134099d1-001d-4d6b-a36e-2ab12fff8470\"><div class=\"flex w-full flex-col gap-1 juice:empty:hidden juice:first:pt-[3px]\"><div class=\"markdown prose w-full break-words dark:prose-invert light\"><p><a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">Yapay zeka<\/a> ajanlar\u0131, karma\u015f\u0131k \u00e7ok ad\u0131ml\u0131 g\u00f6revleri ba\u011f\u0131ms\u0131z olarak ger\u00e7ekle\u015ftirebilen ve s\u00fcrekli insan m\u00fcdahalesine veya sabit kurallara ihtiya\u00e7 duymayan yapay zeka destekli sistemlerdir.<\/p><p>Yapay zeka ajanlar\u0131, \u00e7e\u015fitli g\u00f6revleri yerine getirebilen ve de\u011fi\u015fen ko\u015fullara otonom olarak yan\u0131t verebilen yapay zeka sistemleridir. Bu sistemler, ilk talimat\u0131 ald\u0131ktan sonra, insan kullan\u0131c\u0131lar\u0131n\u0131n s\u00fcrekli y\u00f6nlendirmesine veya yeni talimatlar g\u00f6ndermesine gerek kalmadan kendi ba\u015flar\u0131na \u00e7al\u0131\u015fabilirler.<\/p><p>\u00d6rne\u011fin, ChatGPT gibi pop\u00fcler sohbet robotlar\u0131, yemek planlar\u0131 olu\u015fturabilir ve seyahat g\u00fczergah\u0131 \u00f6nerileri sunabilirken, yapay zeka ajanlar\u0131 bu yetenekleri bir ad\u0131m \u00f6teye ta\u015f\u0131r. Ki\u015fisel asistan gibi \u00e7al\u0131\u015farak, buzdolab\u0131n\u0131zdakilere g\u00f6re bakkal sipari\u015fi verebilir veya program\u0131n\u0131za g\u00f6re u\u00e7u\u015flar ayarlayabilirler. Yani, bir insan bir hedef belirledi\u011finde, yapay zeka ajan\u0131 bu hedefe ula\u015fmak i\u00e7in en uygun eylem plan\u0131n\u0131 belirler ve uygular.<\/p><p>Bu, en az\u0131ndan teorik olarak b\u00f6yle. G\u00fcn\u00fcm\u00fczdeki yapay zeka ajanlar\u0131 hen\u00fcz bu seviyeye ula\u015fmam\u0131\u015f olsa da OpenAI, Google ve Microsoft gibi teknoloji devleri, baz\u0131 iyi finanse edilmi\u015f giri\u015fimlerle birlikte, bu vizyonu ger\u00e7e\u011fe d\u00f6n\u00fc\u015ft\u00fcrmek i\u00e7in yo\u011fun bir \u015fekilde \u00e7al\u0131\u015fmaktad\u0131r.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/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<div class=\"elementor-element elementor-element-681a51f elementor-widget elementor-widget-image\" data-id=\"681a51f\" 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=\"443\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/07\/Yapay-Zeka-Ajani-Nedir-1024x538.webp\" class=\"attachment-large size-large wp-image-6816\" alt=\"Yapay Zeka Ajan\u0131 Nedir?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/07\/Yapay-Zeka-Ajani-Nedir-1024x538.webp 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/07\/Yapay-Zeka-Ajani-Nedir-300x158.webp 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/07\/Yapay-Zeka-Ajani-Nedir-768x403.webp 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/07\/Yapay-Zeka-Ajani-Nedir-18x9.webp 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/07\/Yapay-Zeka-Ajani-Nedir.webp 1200w\" 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 Ajan\u0131 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-e0dd2e2 elementor-widget elementor-widget-heading\" data-id=\"e0dd2e2\" 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\">Yapay Zeka Ajanlar\u0131 Nelerdir?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a90a7e4 elementor-widget elementor-widget-text-editor\" data-id=\"a90a7e4\" 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=\"flex-1 overflow-hidden\"><div class=\"react-scroll-to-bottom--css-pqbbi-79elbk h-full\"><div class=\"react-scroll-to-bottom--css-pqbbi-1n7m0yu\"><div class=\"flex flex-col text-sm pb-9\"><div class=\"w-full text-token-text-primary\" data-testid=\"conversation-turn-3\"><div class=\"px-4 py-2 justify-center text-base md:gap-6 m-auto\"><div class=\"flex flex-1 text-base mx-auto gap-3 md:px-5 lg:px-1 xl:px-5 md:max-w-3xl lg:max-w-[40rem] xl:max-w-[48rem] group final-completion\"><div class=\"relative flex w-full flex-col agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col max-w-full\"><div class=\"min-h-[20px] text-message flex flex-col items-start gap-3 whitespace-pre-wrap break-words [.text-message+&amp;]:mt-5 overflow-x-auto\" data-message-author-role=\"assistant\" data-message-id=\"4777d7fb-791d-4d2e-b46e-c2b1b47bd41c\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>Yapay zeka ajanlar\u0131, s\u00fcrekli insan m\u00fcdahalesine ihtiya\u00e7 duymadan kullan\u0131c\u0131lar ad\u0131na g\u00f6revleri yerine getirebilir. Bu ajanlar, sens\u00f6rlerden elde edilen verileri kullanarak \u00e7evrelerinde gezinir ve otonom ara\u00e7lar, dronlar ve di\u011fer robotlar arac\u0131l\u0131\u011f\u0131yla fiziksel d\u00fcnyada g\u00f6rev yaparlar. Baz\u0131lar\u0131 ise tamamen yaz\u0131l\u0131m tabanl\u0131 olup, bilgisayar sistemlerinde \u00e7al\u0131\u015f\u0131r. Princeton \u00dcniversitesi ara\u015ft\u0131rmac\u0131lar\u0131na g\u00f6re, karma\u015f\u0131k g\u00f6revleri a\u00e7\u0131k bir denetim veya y\u00f6nlendirme olmadan ba\u015farabilen yapay zeka sistemleri &#8220;ajanl\u0131&#8221; olarak kabul edilir.<\/p><p>Moody&#8217;s finansal hizmetler firmas\u0131nda yapay zeka ve kuantum bili\u015fim y\u00f6netici m\u00fcd\u00fcr\u00fc olan Sergio Gago, Built In&#8217;e \u015funlar\u0131 s\u00f6yledi: &#8220;Ajan, temsil yetene\u011fine sahip benzersiz bir varl\u0131kt\u0131r. Onlara ne yapacaklar\u0131n\u0131 s\u00f6ylemek veya bir soru sormak yerine, belirli bir i\u015f hedefi veya ama\u00e7 veriyorsunuz.&#8221;<\/p><p>Gago, &#8220;Planlamay\u0131 onlara b\u0131rak\u0131yorsunuz,&#8221; diye ekledi.<\/p><\/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-a73671d elementor-widget elementor-widget-heading\" data-id=\"a73671d\" 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\">Yapay Zeka Ajan\u0131 Nas\u0131l \u00c7al\u0131\u015f\u0131r?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d3fac4 elementor-widget elementor-widget-text-editor\" data-id=\"2d3fac4\" 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>Hi\u00e7bir iki yapay zeka ajan\u0131 birbirine benzemez \u2014 hepsi eldeki g\u00f6reve ba\u011fl\u0131 olarak farkl\u0131 g\u00f6r\u00fcn\u00fcr ve hareket eder. Ancak genel olarak, sabit kurallar veya s\u00fcrekli m\u00fcdahale olmadan \u00f6zerk bir \u015fekilde hareket etmelerini sa\u011flayan bir dizi birbirine ba\u011fl\u0131 bile\u015fen arac\u0131l\u0131\u011f\u0131yla \u00e7al\u0131\u015f\u0131rlar.<\/p><p>Yapay zeka ajan\u0131 veri toplamak i\u00e7in sens\u00f6rleri kullan\u0131r: Kullan\u0131c\u0131dan talimatlar\u0131n\u0131 ald\u0131ktan sonra, bir ajan \u00e7evresini alg\u0131lamak i\u00e7in sens\u00f6rleri kullanarak veri toplar. Sens\u00f6rler, otonom ara\u00e7lar i\u00e7in kameralardan ve radarlardan, sanal asistanlar i\u00e7in web kaz\u0131ma ara\u00e7lar\u0131na kadar de\u011fi\u015febilir.<\/p><p>Yapay zeka ajan\u0131, ortam\u0131n\u0131 anlamak i\u00e7in verileri inceler: Ard\u0131ndan ajan bu verileri i\u015fler ve analiz eder, daha sonra ne yapaca\u011f\u0131n\u0131 belirlemek i\u00e7in \u00e7evresinin bir modelini olu\u015fturur. Baz\u0131 durumlarda, ajan bilgilere eri\u015fmek ve bilgi al\u0131\u015fveri\u015finde bulunmak i\u00e7in di\u011fer ajanlarla da etkile\u015fime girebilir. Veriler genellikle ajan taraf\u0131ndan \u00f6\u011frenme sisteminde saklan\u0131r ve y\u00f6netilir, bu da ileride stratejisini geli\u015ftirmesine ve iyile\u015ftirmesine ve yeni senaryolara uyum sa\u011flamas\u0131na olanak tan\u0131r.<\/p><p>Yapay zeka ajan\u0131 en iyi \u00e7\u00f6z\u00fcm\u00fc d\u00fc\u015f\u00fcn\u00fcr: Ajan, elindeki g\u00f6revi nas\u0131l ele alaca\u011f\u0131na dair fikirler \u00fcretir ve programlama ve edindi\u011fi deneyime dayanarak m\u00fcmk\u00fcn olan en iyi \u00e7\u00f6z\u00fcm\u00fc se\u00e7er. Kontrol sistemi, karar a\u011fa\u00e7lar\u0131 ve do\u011frusal regresyon gibi algoritmalardan veya daha geli\u015fmi\u015f sistemlerde sinir a\u011flar\u0131ndan yararlanarak burada devreye girer. Bunu, sens\u00f6rler taraf\u0131ndan toplanan bilgileri i\u015fleyen ve beyin f\u0131rt\u0131nas\u0131 yapman\u0131n en iyi eylem yolu oldu\u011fu ajan\u0131n &#8220;beyni&#8221; gibi d\u00fc\u015f\u00fcn\u00fcn.<\/p><p>Eylemler akt\u00fcat\u00f6rler arac\u0131l\u0131\u011f\u0131yla ger\u00e7ekle\u015ftirilir: Se\u00e7ilen eylemler daha sonra akt\u00fcat\u00f6rler veya ajan\u0131n \u00e7evresiyle ger\u00e7ekten etkile\u015fime girmesine ve eylemde bulunmas\u0131na olanak tan\u0131yan bile\u015fenler taraf\u0131ndan ger\u00e7ekle\u015ftirilir. Bunlar robotik kollar ve tekerlekler gibi fiziksel mekanizmalar veya metin olu\u015fturma veya ak\u0131ll\u0131 otomasyon gibi dijital s\u00fcre\u00e7ler olabilir. Piyasadaki yaln\u0131zca yaz\u0131l\u0131m tabanl\u0131 yapay zeka ajanlar\u0131n\u0131n \u00e7o\u011fu art\u0131k hedeflerini anlamak ve g\u00f6revlerini tamamlamak i\u00e7in b\u00fcy\u00fck dil modellerinden (LLM&#8217;ler) yararlan\u0131yor.<\/p><p>Yapay zeka ajan\u0131 g\u00f6revi tamamlar: Bir i\u015fi tamamlad\u0131ktan sonra, ajan onu listeden \u00e7\u0131kar\u0131r ve bir sonrakine ge\u00e7er.<\/p><p>Yapay zeka ajan\u0131 i\u015f bitene kadar \u00e7al\u0131\u015f\u0131r: Listede ilerledik\u00e7e, ajan hem harici kaynaklardan hem de dahili g\u00fcnl\u00fcklerinden bilgi toplayarak ilerlemesini de\u011ferlendirir. Bir insan m\u00fcdahale edene veya i\u015f bitene kadar bu s\u00fcreci (veri toplama, daha fazla g\u00f6rev olu\u015fturma ve tamamlama) duraksamadan s\u00fcrd\u00fcr\u00fcr.<\/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-4503699 elementor-widget elementor-widget-heading\" data-id=\"4503699\" 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\">Yapay Zeka Ajanlar\u0131 Nerelerde Kullan\u0131l\u0131r?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0df93cc elementor-widget elementor-widget-text-editor\" data-id=\"0df93cc\" 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>Yapay zeka ara\u00e7lar\u0131, \u00e7e\u015fitli end\u00fcstrilerde ve \u00e7al\u0131\u015fma alanlar\u0131nda yayg\u0131n olarak kullan\u0131labilir. \u0130\u015fte en yayg\u0131n kullan\u0131m \u00f6rneklerinden baz\u0131lar\u0131:<\/p><p><strong>M\u00fc\u015fteri Hizmetleri<\/strong><\/p><p>Yapay zeka temsilcileri, m\u00fc\u015fteri hizmetlerinde yayg\u0131n olarak kullan\u0131l\u0131r. Bu temsilciler, dahili veritabanlar\u0131na eri\u015ferek sorulara ilgili yan\u0131tlar verebilir ve randevu planlama veya sipari\u015f verme gibi i\u015flemleri ger\u00e7ekle\u015ftirebilirler. M\u00fc\u015fteri hizmetleri yaz\u0131l\u0131m\u0131 sa\u011flay\u0131c\u0131s\u0131 Intercom&#8217;un yapay zeka ba\u015fkan yard\u0131mc\u0131s\u0131 Fergal Reid, Built In&#8217;e verdi\u011fi deme\u00e7te, &#8220;Yapay zeka temsilcileri m\u00fc\u015fterilerle t\u0131pk\u0131 insanlar gibi konu\u015fabilir, sorular sorabilir, bilgi toplayabilir ve sorunlar\u0131 \u00e7\u00f6zebilir&#8221; dedi. &#8220;M\u00fc\u015fterilerin &#8216;\u015fifremi nas\u0131l s\u0131f\u0131rlar\u0131m?&#8217; veya &#8216;iade politikan\u0131z nedir?&#8217; gibi s\u0131k sorulan tekrarlayan sorular\u0131 ele almak i\u00e7in geli\u015ftirilmi\u015flerdir.&#8221;<\/p><p><strong>Y\u00f6netimsel Destek<\/strong><\/p><p>Yapay zeka ajanlar\u0131, ki\u015fiselle\u015ftirilmi\u015f y\u00f6netici asistan\u0131 olarak kullan\u0131labilir. E-postalar\u0131 taslak haline getirip s\u0131n\u0131fland\u0131rabilir, toplant\u0131lar\u0131 planlayabilir, aramalar\u0131 yaz\u0131ya d\u00f6kebilir ve \u00e7ok daha fazlas\u0131n\u0131 yapabilirler \u2014 t\u00fcm bunlar\u0131 insan kullan\u0131c\u0131dan \u00e7ok az veya hi\u00e7 talep olmadan ger\u00e7ekle\u015ftirebilirler.<\/p><p><strong>Yaz\u0131l\u0131m M\u00fchendisli\u011fi<\/strong><\/p><p>Yapay zeka, uzun s\u00fcredir yaz\u0131l\u0131m m\u00fchendisli\u011finde kod olu\u015fturma, kod \u00e7evirisi ve hata d\u00fczeltme gibi g\u00f6revlerde yard\u0131mc\u0131 olarak kullan\u0131lm\u0131\u015ft\u0131r. Yapay zeka ajanlar\u0131, bir insan yaz\u0131l\u0131m m\u00fchendisinin m\u00fcdahalesine gerek kalmadan ayn\u0131 ara\u00e7lar\u0131 ve ad\u0131mlar\u0131 kullanarak, web uygulamalar\u0131n\u0131 ba\u011f\u0131ms\u0131z olarak olu\u015fturup da\u011f\u0131tarak i\u015fleri bir ad\u0131m \u00f6teye ta\u015f\u0131yabilir.<\/p><p><strong>\u0130\u015fe Al\u0131m<\/strong><\/p><p>Yapay zeka temsilcileri, ba\u015fvurular\u0131 otomatik olarak tarayarak ve makine \u00f6\u011frenimi kullanarak i\u015f tan\u0131mlar\u0131ndaki verileri adaylar\u0131n \u00f6zge\u00e7mi\u015fleriyle kar\u015f\u0131la\u015ft\u0131rarak i\u015fe al\u0131m s\u00fcrecini h\u0131zland\u0131rabilir. Be\u011fendikleri adaylar\u0131 belirlediklerinde, g\u00f6r\u00fc\u015fmeler planlayabilir ve onlarla ileti\u015fime ge\u00e7ebilirler. Bir aday i\u015fe al\u0131nd\u0131ktan sonra ise, uygun evrak i\u015flerini ve e\u011fitimi tamamlamalar\u0131n\u0131 sa\u011flamak i\u00e7in \u0130K, bordro ve BT genelindeki verileri birle\u015ftirerek adaylar\u0131n i\u015fe al\u0131nmas\u0131na yard\u0131mc\u0131 olabilirler.<\/p><p><strong>Otonom Ara\u00e7lar<\/strong><\/p><p>Yapay zeka ajanlar\u0131yla donat\u0131lm\u0131\u015f otonom arabalar ve kamyonlar, ger\u00e7ek zamanl\u0131 olarak gezinip engellerden ka\u00e7\u0131nabilir, ideal olarak hi\u00e7bir insan m\u00fcdahalesi olmadan A noktas\u0131ndan B noktas\u0131na gidebilirler. Ancak, bu ara\u00e7lar\u0131n g\u00fcvenli\u011fi konusunda hala baz\u0131 tart\u0131\u015fmalar devam etmektedir ve d\u00fcnya \u00e7ap\u0131nda yollarda yayg\u0131n olarak kullan\u0131lmadan \u00f6nce g\u00fc\u00e7l\u00fc bir geli\u015ftirme ve test s\u00fcrecine ihtiya\u00e7lar\u0131 vard\u0131r.<\/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-0c68923 elementor-widget elementor-widget-heading\" data-id=\"0c68923\" 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\">Yapay Zeka Ajanlar\u0131n\u0131n Avantajlar\u0131\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e037b1 elementor-widget elementor-widget-text-editor\" data-id=\"3e037b1\" 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<h3><strong>Geli\u015ftirilmi\u015f Verimlilik<\/strong><\/h3><p>G\u00fcn\u00fcm\u00fczdeki yapay zeka \u00fcr\u00fcnleri, kullan\u0131c\u0131lar\u0131n her bir sorunu s\u00fcrekli olarak tan\u0131mlamalar\u0131n\u0131 ve \u00e7al\u0131\u015fmalar\u0131n\u0131 titizlikle kontrol etmelerini gerektirebiliyor. \u0130deal bir senaryoda, yapay zeka ajanlar\u0131 bu denetim ihtiyac\u0131n\u0131 en aza indirerek kullan\u0131c\u0131lar\u0131n g\u00f6revleri tamamen d\u0131\u015f kaynak kullanarak ger\u00e7ekle\u015ftirmelerine olanak tan\u0131r. B\u00f6ylece kullan\u0131c\u0131lar, daha fazla yarat\u0131c\u0131l\u0131k ve problem \u00e7\u00f6zme becerisi gerektiren i\u015flere odaklanabilirler.<\/p><h3><strong>Azalt\u0131lm\u0131\u015f Maliyetler<\/strong><\/h3><p>\u0130\u015fletmeler, belirli g\u00f6revleri yapay zeka temsilcilerine devrederek, tamamen insan kadrosuyla \u00e7al\u0131\u015fman\u0131n getirdi\u011fi verimsizlikler ve hatalarla ili\u015fkili maliyetleri azaltabilirler. Ayr\u0131ca, yapay zeka temsilcilerinin \u00f6ng\u00f6r\u00fcc\u00fc analizler yapabilme yetene\u011fi, \u00fcretkenliklerini art\u0131rarak i\u015f operasyonlar\u0131n\u0131 daha da kolayla\u015ft\u0131rabilir.<\/p><h3><strong>Verimli Karar Alma<\/strong><\/h3><p>Otomasyon teknolojisi, insanlara k\u0131yasla daha h\u0131zl\u0131 ve verimli \u00e7al\u0131\u015fabilir. Bir\u00e7ok yapay zeka ajan\u0131, b\u00fcy\u00fck miktarda veriyi ger\u00e7ek zamanl\u0131 olarak toplay\u0131p analiz edebilir, bu da \u00e7al\u0131\u015fanlar\u0131n daha stratejik bir \u015fekilde \u00e7al\u0131\u015fmalar\u0131n\u0131 sa\u011flar.<\/p><p>&#8220;Bir insan olarak, art\u0131k bir\u00e7ok \u015feyi yapmama yard\u0131mc\u0131 olan bir ordum var &#8211; ille de daha h\u0131zl\u0131 de\u011fil, ama \u00e7ok daha derin ve kendi ba\u015f\u0131ma yapabilece\u011fim her \u015feyden \u00e7ok daha hassas,&#8221; dedi Gago. &#8220;\u00c7ok daha ileri gidebilir ve \u00e7ok daha fazla \u015fey yapabilirsiniz.&#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-39408aa elementor-widget elementor-widget-heading\" data-id=\"39408aa\" 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\">Yapay Zeka Ajanlar\u0131n\u0131n Dezavantajlar\u0131\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75282b8 elementor-widget elementor-widget-text-editor\" data-id=\"75282b8\" 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<h3><strong>Hatalara E\u011filimli Yapay Zeka Sistemleri<\/strong><\/h3><p>Bir\u00e7ok yapay zeka arac\u0131, hata yapmaya yatk\u0131n yapay zeka modelleri taraf\u0131ndan desteklenmektedir. Yaz\u0131l\u0131mlar, kullan\u0131c\u0131 ad\u0131na ger\u00e7ek d\u00fcnya eylemleri ger\u00e7ekle\u015ftirdi\u011finde, bu hatalar\u0131n b\u00fcy\u00fck sonu\u00e7lara yol a\u00e7ma potansiyeli vard\u0131r.<\/p><p>Lindy&#8217;nin kurucusu ve CEO&#8217;su Flo Crivello, Built In&#8217;e &#8220;T\u0131pk\u0131 bir insan \u00e7al\u0131\u015fan\u0131 gibi,&#8221; dedi, &#8220;hata yapabilir.&#8221;<\/p><p>Bu nedenle, insanlar\u0131n s\u00fcrece aktif olarak kat\u0131l\u0131m g\u00f6stermesi gereklidir; kontrol\u00fc tamamen b\u0131rakmak ya da uzun s\u00fcre dikkati ba\u015fka y\u00f6ne \u00e7evirmek uygun de\u011fildir.<\/p><p>Gago, &#8220;\u0130nsan\u0131n s\u00fcrecin bir\u00e7ok a\u015famas\u0131nda devrede olmas\u0131 gerekiyor &#8211; planlaman\u0131n de\u011ferlendirilmesinde, \u00e7\u0131kt\u0131da ve ayr\u0131ca ortada,&#8221; dedi. &#8220;Bir insan olarak, plan\u0131 ve sistemin \u00e7\u0131kt\u0131s\u0131n\u0131 do\u011frulamak ger\u00e7ekten \u00f6nemlidir.&#8221;<\/p><h3><strong>S\u0131n\u0131rl\u0131 Yetenekler<\/strong><\/h3><p>Yapay zeka ajanlar\u0131, bilim kurgu filmlerinde g\u00f6rd\u00fc\u011f\u00fcm\u00fcz, ki\u015finin hayat\u0131n\u0131n t\u00fcm y\u00f6nlerini y\u00f6netebilen evrensel asistanlar olmaktan h\u00e2l\u00e2 \u00e7ok uzaktad\u0131r. Ancak alan h\u0131zla geli\u015fmektedir; \u00f6zellikle yaz\u0131l\u0131m taraf\u0131nda, daha geni\u015f bir g\u00f6rev yelpazesinde performans g\u00f6steren, giderek daha g\u00fc\u00e7l\u00fc yapay zeka modelleri geli\u015ftirilmektedir.<\/p><h3><strong>K\u00f6t\u00fcye Kullan\u0131m Potansiyeli<\/strong><\/h3><p>Yapay zeka ajanlar\u0131n\u0131n, yanl\u0131\u015f bilgi yaymak, siber sald\u0131r\u0131lar d\u00fczenlemek ve mahremiyeti ihlal etmek gibi k\u00f6t\u00fc ama\u00e7lar i\u00e7in kullan\u0131lma potansiyeli bulunmaktad\u0131r. Sonu\u00e7ta, ya\u015fl\u0131lar\u0131 doland\u0131rmak amac\u0131yla bir yapay zeka ajan\u0131 geli\u015ftirmek, i\u015f operasyonlar\u0131n\u0131 kolayla\u015ft\u0131ran bir tane geli\u015ftirmek kadar kolay olabilir.<\/p><p>Crivello, &#8220;Yapay zekan\u0131n en heyecan verici, ancak tehlikeli ve endi\u015fe verici taraf\u0131, herkese g\u00fc\u00e7 vermesidir,&#8221; dedi. &#8220;Baz\u0131 insanlar k\u00f6t\u00fc \u015feyler yapmak isteyebilir. Bu nedenle onlara b\u00fcy\u00fck g\u00fc\u00e7 verirseniz, ne olaca\u011f\u0131n\u0131 bilemeyiz.&#8221;<\/p><p>Bu riskleri azaltmak ve yapay zeka ara\u00e7lar\u0131n\u0131n etik kullan\u0131m\u0131n\u0131 sa\u011flamak i\u00e7in, bu teknolojileri \u00fcreten \u015firketlerin mevcut t\u00fcm mevzuatlara uymas\u0131 ve teknolojilerini sorumlu bir \u015fekilde kullanmas\u0131 \u00f6nemlidir.<\/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-6e6abae elementor-widget elementor-widget-heading\" data-id=\"6e6abae\" 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\">Yapay Zeka Ajanlar\u0131n\u0131n T\u00fcrleri (\u00d6rneklerle)\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8231088 elementor-widget elementor-widget-text-editor\" data-id=\"8231088\" 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>Yapay zeka ajanlar\u0131, kendine \u00f6zg\u00fc yeteneklere ve kullan\u0131m durumlar\u0131na g\u00f6re be\u015f farkl\u0131 t\u00fcre ayr\u0131labilir:<\/p><p><strong>1. Basit Refleks Motorlar\u0131<\/strong><br \/>Bu ajanlar, sadece belirli kurallara g\u00f6re e\u011fitildikleri mevcut duruma yan\u0131t verirler. Ge\u00e7mi\u015fi hat\u0131rlamazlar veya gelece\u011fi tahmin etmezler; sadece mevcut \u00e7evresel girdilere dayal\u0131 kararlar al\u0131rlar. Bir ko\u015ful do\u011fruysa, belirli bir eylemi ger\u00e7ekle\u015ftirirler.<br \/><br \/><strong>\u00d6rnek:<\/strong> Ak\u0131ll\u0131 termostatlar, \u00f6nceden belirlenmi\u015f kurallara g\u00f6re bir odan\u0131n s\u0131cakl\u0131\u011f\u0131na yan\u0131t verir. S\u0131cakl\u0131k belirli bir dereceye d\u00fc\u015ferse \u0131s\u0131tmay\u0131 a\u00e7ar, belirli bir dereceyi a\u015farsa klimay\u0131 devreye sokar.<\/p><p><strong>2. Model Tabanl\u0131 Refleks Motorlar\u0131<\/strong><br \/>Bu ajanlar, \u00e7evreleri hakk\u0131nda bilgi toplayarak ve eylemlerinin etkilerini de\u011ferlendirerek d\u00fcnya hakk\u0131nda bir model olu\u015ftururlar. Hem mevcut girdileri hem de ge\u00e7mi\u015f bilgileri kullanarak \u00e7evrelerinin evrimini anlayabilir ve gelece\u011fi tahmin ederek eylemlerini buna g\u00f6re ayarlarlar.<br \/><br \/><strong>\u00d6rnek:<\/strong> Otonom ara\u00e7lar, yollarda gezinmek i\u00e7in model tabanl\u0131 refleks ajanlar\u0131 kullan\u0131r. Sens\u00f6rler arac\u0131l\u0131\u011f\u0131yla \u00e7evrelerindeki trafik \u0131\u015f\u0131klar\u0131 ve ara\u00e7lar gibi engelleri ve de\u011fi\u015fiklikleri alg\u0131lar ve tepki verirler.<\/p><p><strong>3. Hedef Tabanl\u0131 Ajanlar<\/strong><br \/>Bu ajanlar, belirli hedefler do\u011frultusunda hareket ederler. Hedefleri belirli olsa da, uymalar\u0131 gereken kurallar \u00f6nceden tan\u0131mlanmam\u0131\u015ft\u0131r. Ortamlar\u0131ndaki verileri de\u011ferlendirerek \u00e7e\u015fitli eylemleri g\u00f6z \u00f6n\u00fcnde bulundururlar ve en uygun olan\u0131 se\u00e7erler.<br \/><br \/><strong>\u00d6rnek:<\/strong> Hedef tabanl\u0131 ajanlar, do\u011fal dil i\u015fleme g\u00f6revlerinde kullan\u0131l\u0131r. \u00d6rne\u011fin, belirli bir hedef kitleye uygun metin olu\u015ftururlar.<\/p><p><strong>4. Fayda Tabanl\u0131 Ajanlar<\/strong><br \/>Bu ajanlar, farkl\u0131 senaryolar\u0131n art\u0131lar\u0131n\u0131 ve eksilerini kar\u015f\u0131la\u015ft\u0131rmak i\u00e7in karma\u015f\u0131k ak\u0131l y\u00fcr\u00fctme y\u00f6ntemleri kullan\u0131r ve en y\u00fcksek fayday\u0131 sa\u011flayan se\u00e7ene\u011fi se\u00e7erler. Bu t\u00fcr ajanlar, birden fazla fakt\u00f6r\u00fcn dikkate al\u0131nmas\u0131 gereken karma\u015f\u0131k durumlarda faydal\u0131d\u0131r.<br \/><br \/><strong>\u00d6rnek:<\/strong> Seyahat edenler, program ve b\u00fct\u00e7e gibi fakt\u00f6rlere g\u00f6re en iyi u\u00e7ak biletini bulmak i\u00e7in fayda tabanl\u0131 ajanlar\u0131 kullanabilirler.<\/p><p><strong>5. \u00d6\u011frenen Ajanlar<\/strong><\/p><p>Bu ajanlar, deneyimlerinden s\u00fcrekli \u00f6\u011frenir ve performanslar\u0131n\u0131 otomatik olarak iyile\u015ftirirler. Ge\u00e7mi\u015f sonu\u00e7lar\u0131 de\u011ferlendirerek ve ald\u0131klar\u0131 eylemleri \u00e7evreleri \u00fczerindeki etkileriyle kar\u015f\u0131la\u015ft\u0131rarak kendilerini geli\u015ftirirler.<br \/><br \/><strong>\u00d6rnek:<\/strong> Kullan\u0131c\u0131 geri bildirimlerinden \u00f6\u011frenerek, \u00f6neri sistemleri kullan\u0131c\u0131lara hangi filmleri izleyecekleri veya hangi \u00fcr\u00fcnleri sat\u0131n alacaklar\u0131 konusunda daha iyi \u00f6neriler sunar.<\/p><p>Her yapay zeka t\u00fcr\u00fc, ba\u011f\u0131ms\u0131z olarak \u00e7al\u0131\u015fabilir veya daha karma\u015f\u0131k g\u00f6revleri tamamlamak i\u00e7in hiyerar\u015fik \u00e7oklu ajan sistemlerinin bir par\u00e7as\u0131 olarak entegre edilebilir. Bu sistemlerde, \u00fcst d\u00fczey ajanlar, daha k\u00fc\u00e7\u00fck g\u00f6revlere b\u00f6ld\u00fckleri karma\u015f\u0131k g\u00f6revleri alt d\u00fczey ajanlara devreder. Alt d\u00fczey ajanlar g\u00f6revlerini tamamlarken, \u00fcst d\u00fczey ajanlar bu ilerlemeyi takip eder ve analiz eder, b\u00f6ylece toplu olarak hedeflerine ula\u015f\u0131l\u0131r.<\/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-b566f12 elementor-widget elementor-widget-heading\" data-id=\"b566f12\" 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\">Yapay Zeka Ajan\u0131 \u0130\u015finizi Elinizden Alacak M\u0131?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bfb7ec9 elementor-widget elementor-widget-text-editor\" data-id=\"bfb7ec9\" 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>Yapay zeka ajan\u0131 istihdam piyasas\u0131n\u0131 de\u011fi\u015ftirece\u011fi ve baz\u0131 i\u015fleri ortadan kald\u0131raca\u011f\u0131 ka\u00e7\u0131n\u0131lmazd\u0131r. Crivello, &#8220;Esas mesele bu,&#8221; dedi.<\/p><p>Reid, &#8220;Yapay zeka, sanayi devriminden bu yana en b\u00fcy\u00fck teknolojik ilerlemelerden biridir,&#8221; dedi. &#8220;Bir\u00e7ok sekt\u00f6r ve i\u015f kolu b\u00fcy\u00fck \u00f6l\u00e7\u00fcde etkilenecek ve \u015fu ankinden tamamen farkl\u0131 bir hal alacak.&#8221;<\/p><p>Ancak bunun ne zaman ve nas\u0131l olaca\u011f\u0131 belirsizli\u011fini koruyor.<\/p><p>Yapay zeka ajanlar\u0131 bir\u00e7ok sekt\u00f6rde insan i\u015f\u00e7ilerin yerini alacak olsa da, yapay zeka geli\u015ftirme, bak\u0131m ve denetiminde yeni i\u015f f\u0131rsatlar\u0131 da ortaya \u00e7\u0131kacak. Ayr\u0131ca, yapay zeka ajanlar\u0131n\u0131n ba\u015far\u0131l\u0131 oldu\u011fu bir\u00e7ok g\u00f6rev, \u00e7al\u0131\u015fanlar\u0131n genellikle yapmak istemedi\u011fi tekrarlayan ve s\u0131radan i\u015flerdir, bu da insanlara daha zorlu ve yarat\u0131c\u0131l\u0131k gerektiren i\u015flere odaklanma f\u0131rsat\u0131 sunabilir.<\/p><p>Gago, &#8220;Ajan kullanan insanlar s\u00fcper g\u00fc\u00e7lere sahip oluyor,&#8221; dedi. &#8220;Bu, insanlar\u0131 de\u011fi\u015ftirmekten ziyade, onlar\u0131 daha g\u00fc\u00e7l\u00fc hale getirmekle ilgili.&#8221;<\/p><p>Bu durum, yapay zeka ajanlar\u0131n\u0131n i\u015f g\u00fcc\u00fc \u00fczerindeki etkisinin, \u00f6ng\u00f6r\u00fclebilir gelecekte do\u011frudan bir yer de\u011fi\u015ftirmeden ziyade birlikte ya\u015famaya do\u011fru evrilece\u011fini g\u00f6stermektedir.<\/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-d658345 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d658345\" 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-963195d\" data-id=\"963195d\" 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-529e6e2 elementor-widget elementor-widget-image\" data-id=\"529e6e2\" 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 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-dd50f03 elementor-widget elementor-widget-heading\" data-id=\"dd50f03\" 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-b2ad307 elementor-widget elementor-widget-heading\" data-id=\"b2ad307\" 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-d253b77 elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"d253b77\" 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-568fba6\" data-id=\"568fba6\" 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-f016eee elementor-widget elementor-widget-heading\" data-id=\"f016eee\" 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-5d570bf premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"5d570bf\" 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\r\n\t\t\r\n\r\n\t\t\t\t<div class=\"premium-blog-wrap  premium-blog-even\" data-page=\"6813\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\r\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\r\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\r\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>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\r\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>\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\r\n\r\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\r\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\">\r\n\t\t\t\tChatGPT&#8217;den Claude&#8217;a Neden Ge\u00e7iliyor?\t\t\t<\/a>\r\n\t\t<\/p>\r\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\r\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\r\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\r\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\r\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>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\r\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>\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\r\n\r\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\r\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\">\r\n\t\t\t\tGoogle Gemini Nedir? Kapsaml\u0131 Rehber ve \u00d6zellikler\t\t\t<\/a>\r\n\t\t<\/p>\r\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\r\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\r\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\r\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\r\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>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\r\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>\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\r\n\r\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\r\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\">\r\n\t\t\t\tYapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor? Stratejik G\u00fc\u00e7 Sava\u015f\u0131\t\t\t<\/a>\r\n\t\t<\/p>\r\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\r\n\t\t\r\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>Yapay Zeka Ajan\u0131 Nedir? Yapay zeka ajanlar\u0131, karma\u015f\u0131k \u00e7ok ad\u0131ml\u0131 g\u00f6revleri ba\u011f\u0131ms\u0131z olarak ger\u00e7ekle\u015ftirebilen ve s\u00fcrekli insan m\u00fcdahalesine veya sabit kurallara ihtiya\u00e7 duymayan yapay zeka&hellip;<\/p>","protected":false},"author":1,"featured_media":6816,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[17,172],"class_list":["post-6813","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-yapay-zeka","tag-yapay-zeka-ajani"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/6813","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=6813"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/6813\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/6816"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=6813"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=6813"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=6813"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}