{"id":6075,"date":"2023-10-16T07:17:30","date_gmt":"2023-10-16T07:17:30","guid":{"rendered":"https:\/\/aix.web.tr\/?p=6075"},"modified":"2024-02-28T04:27:13","modified_gmt":"2024-02-28T04:27:13","slug":"yapay-zeka-halusinasyonu-nedir","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/yapay-zeka-halusinasyonu-nedir\/","title":{"rendered":"Yapay Zeka Hal\u00fcsinasyonu Nedir?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6075\" class=\"elementor elementor-6075\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d0cce12 elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d0cce12\" 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 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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-a5cc20c\" data-id=\"a5cc20c\" 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-6fcc431 elementor-widget elementor-widget-heading\" data-id=\"6fcc431\" 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 Hal\u00fcsinasyonu Nedir?\n<\/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-aff431c elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"aff431c\" 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-392c636\" data-id=\"392c636\" 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-9158a60 elementor-widget elementor-widget-text-editor\" data-id=\"9158a60\" 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\"><p>E\u011fer sohbet robotlar\u0131 ve i\u00e7erik olu\u015fturucular\u0131n\u0131 kullanmaya yeterince zaman ay\u0131r\u0131rsan\u0131z, h\u0131zla kar\u015f\u0131n\u0131za \u00e7\u0131kan gereksiz, mant\u0131ks\u0131z ve bazen tamamen yan\u0131lt\u0131c\u0131 \u00e7\u0131kt\u0131larla kar\u015f\u0131la\u015fabilirsiniz. Bu t\u00fcr olgular, <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">yapay zeka<\/a> hal\u00fcsinasyonlar\u0131 olarak adland\u0131r\u0131l\u0131r ve verimli yapay zeka kullan\u0131m\u0131n\u0131 hedefleyen her kurum ve birey i\u00e7in ciddi bir sorun te\u015fkil eder.<\/p><p>Yapay zeka hal\u00fcsinasyonlar\u0131, insan psikolojisinden t\u00fcretilen bir terimdir ve yapay zeka modellerinin ger\u00e7ek verilere veya olaylara dayanmayan, ancak ger\u00e7ekmi\u015f gibi sunulan yanl\u0131\u015f veya mant\u0131ks\u0131z bilgiler \u00fcretmesi durumunda ortaya \u00e7\u0131kar. Bu yapay zeka taraf\u0131ndan \u00fcretilen c\u00fcmlelerin dilbilgisi ve yap\u0131s\u0131 o kadar do\u011fru g\u00f6r\u00fcn\u00fcr ki, ger\u00e7ekmi\u015f gibi alg\u0131lan\u0131r, ancak ger\u00e7ek de\u011fillerdir.<\/p><p>Yapay zeka hal\u00fcsinasyonlar\u0131, \u00f6nyarg\u0131l\u0131 veya d\u00fc\u015f\u00fck kaliteli e\u011fitim verileri, eksik ba\u011flam sa\u011flanmas\u0131 veya modelin bilgiyi do\u011fru \u015fekilde yorumlamas\u0131n\u0131 engelleyen yetersiz programlama gibi \u00e7e\u015fitli fakt\u00f6rlerden kaynaklan\u0131r. Bu t\u00fcr sorunlar g\u00f6r\u00fcnt\u00fc tan\u0131ma sistemlerinde ve yapay zeka g\u00f6r\u00fcnt\u00fc olu\u015fturucular\u0131nda g\u00f6r\u00fclebilir, ancak en s\u0131k yapay zeka metin olu\u015fturucular\u0131yla ili\u015fkilendirilir.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-576b11f elementor-widget elementor-widget-image\" data-id=\"576b11f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"843\" height=\"468\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/10\/Yapay-Zeka-Halusinasyonu-Nedir.jpg\" class=\"attachment-large size-large wp-image-6070\" alt=\"Yapay Zeka Hal\u00fcsinasyonu Nedir?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/10\/Yapay-Zeka-Halusinasyonu-Nedir.jpg 900w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/10\/Yapay-Zeka-Halusinasyonu-Nedir-300x167.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/10\/Yapay-Zeka-Halusinasyonu-Nedir-768x427.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/10\/Yapay-Zeka-Halusinasyonu-Nedir-18x10.jpg 18w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Yapay Zeka Hal\u00fcsinasyonu 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-a504b6c elementor-widget elementor-widget-heading\" data-id=\"a504b6c\" 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 HAL\u00dcS\u0130NASYONU NED\u0130R?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0cf1e3f elementor-widget elementor-widget-text-editor\" data-id=\"0cf1e3f\" 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 hal\u00fcsinasyonlar\u0131, yetenekli bir Yapay Zeka modelinin, do\u011fruymu\u015f gibi yanl\u0131\u015f bilgiler \u00fcretti\u011fi bir durumu ifade eder. Genellikle bu t\u00fcr yan\u0131lsamalar, e\u011fitim verilerinin s\u0131n\u0131rlamalar\u0131 veya algoritmalar\u0131n \u00f6nyarg\u0131lar\u0131 nedeniyle ortaya \u00e7\u0131kar ve bu durum yanl\u0131\u015f veya potansiyel olarak zararl\u0131 i\u00e7eriklerin \u00fcretilmesine yol a\u00e7abilir.<\/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-c175733 elementor-widget elementor-widget-heading\" data-id=\"c175733\" 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 Hal\u00fcsinasyonlar\u0131 Neden Olu\u015fuyor?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f9e66d7 elementor-widget elementor-widget-text-editor\" data-id=\"f9e66d7\" 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 hal\u00fcsinasyonlar\u0131, b\u00fcy\u00fck dil modellerinin (LLM&#8217;ler) \u00fcretken yapay zeka ara\u00e7lar\u0131na (\u00f6rne\u011fin ChatGPT ve Bard) insan dilini benzer bir \u015fekilde i\u015fleme yetene\u011fi sa\u011flayan do\u011frudan sonu\u00e7lar\u0131d\u0131r. Bu y\u00fcksek lisanslar, ak\u0131c\u0131 ve tutarl\u0131 metinler \u00fcretme ama\u00e7l\u0131 tasarlanm\u0131\u015f olsa da, temel ger\u00e7ekli\u011fi anlama yetisine sahip de\u011filler. Temel olarak, bir sonraki kelimenin ne olaca\u011f\u0131n\u0131 kesin bir bi\u00e7imde de\u011fil, olas\u0131l\u0131klara dayal\u0131 olarak tahmin etmekle g\u00f6revlidirler.<\/p><p>Bu mekanizman\u0131n nas\u0131l i\u015fledi\u011fini anlamak i\u00e7in y\u00fcksek lisanslar\u0131n \u00e7al\u0131\u015fma y\u00f6ntemini bilmek \u00f6nemlidir. Y\u00fcksek lisanslar b\u00fcy\u00fck miktarda metin verisiyle beslenir, bu veriler kitaplar, haber makaleleri, bloglar ve sosyal medya g\u00f6nderileri gibi metin kaynaklar\u0131ndan gelir. Bu veriler daha sonra &#8220;jetonlar&#8221; ad\u0131 verilen, bir harf kadar k\u0131sa veya bir kelime kadar uzun olan k\u00fc\u00e7\u00fck birimlere b\u00f6l\u00fcn\u00fcr.<\/p><p>Y\u00fcksek lisanslar, bu kelimelerin ve harflerin bir araya nas\u0131l geldi\u011fini anlamak i\u00e7in sinir a\u011flar\u0131n\u0131 kullan\u0131rlar. Sinir a\u011flar\u0131, a\u011f\u0131rl\u0131klar arac\u0131l\u0131\u011f\u0131yla birbirine ba\u011flanm\u0131\u015f i\u015flem birimlerinden olu\u015fur. Model, bir metin verisiyle beslendikten sonra bir sonraki kelimeyi tahmin etmeye \u00e7al\u0131\u015f\u0131r ve tahminleri ger\u00e7ek metinle kar\u015f\u0131la\u015ft\u0131r\u0131larak ayarlanan bu a\u011f\u0131rl\u0131klar sayesinde daha iyi tahminler yapmay\u0131 \u00f6\u011frenir. Ancak model asla kelime anlamlar\u0131n\u0131 ger\u00e7ekten \u00f6\u011frenmez.<\/p><p>Dilbilim profes\u00f6r\u00fc Emily M. Bender, &#8220;Kedi&#8221; kelimesini g\u00f6rd\u00fc\u011f\u00fcnde, insanlar i\u00e7in bu kelimenin kedi deneyimlerini \u00e7a\u011fr\u0131\u015ft\u0131rd\u0131\u011f\u0131n\u0131 belirtirken, b\u00fcy\u00fck dil modeli i\u00e7in bu kelime sadece &#8220;CAT&#8221; karakter dizisidir. Model, zamanla metinleri i\u015fledik\u00e7e dilbilgisi kurallar\u0131 ve kelime ili\u015fkileri gibi dildeki kal\u0131plar\u0131 tan\u0131maya ba\u015flar ve hangi kelimelerin di\u011ferlerini takip etme olas\u0131l\u0131\u011f\u0131n\u0131n y\u00fcksek oldu\u011funu anlamay\u0131 \u00f6\u011frenir. B\u00f6ylece model, kelimeleri ve c\u00fcmleleri anlamlar\u0131yla ili\u015fkilendirmeyi \u00f6\u011frenir ve bu, kapak mektubu yazma, tarif olu\u015fturma ve benzeri g\u00f6revlerde kullan\u0131labilir hale gelir. Ancak yine de, model asl\u0131nda bahsetti\u011fi \u015feyin ger\u00e7ek anlam\u0131n\u0131 tam olarak kavrayamaz.<\/p><p>Yapay Zeka i\u00e7erik \u00fcreticisi Jasper&#8217;\u0131n ba\u015fkan\u0131 Shane Orlick, &#8220;Generatif Yapay Zeka&#8217;n\u0131n asl\u0131nda zeka de\u011fil, kal\u0131p e\u015fle\u015ftirmeden ibaret oldu\u011funu&#8221; s\u00f6yler ve &#8220;Cevap, ger\u00e7ek olup olmad\u0131\u011f\u0131na bak\u0131lmaks\u0131z\u0131n bir cevap \u00fcretmek amac\u0131yla tasarlanm\u0131\u015ft\u0131r&#8221; der.<\/p><p>Emily M. Bender, bu sistemlerin &#8220;hal\u00fcsinasyon&#8221; terimini kullanman\u0131n bile fazla c\u00f6mertlik oldu\u011funu d\u00fc\u015f\u00fcn\u00fcyor, \u00e7\u00fcnk\u00fc bu, yapay zekan\u0131n bir t\u00fcr alg\u0131ya sahip oldu\u011funu ima eder. Ancak asl\u0131nda b\u00f6yle bir alg\u0131s\u0131 yoktur. Ancak, e\u011fer e\u011fitim verileri hatal\u0131 veya \u00f6nyarg\u0131l\u0131ysa, ya da model \u00e7ok karma\u015f\u0131ksa ve yeterli g\u00fcvenlik \u00f6nlemlerine sahip de\u011filse, LLM&#8217;lerin hatal\u0131 anlama e\u011filimleri olabilir. Bu nedenle, bu sistemlerin \u00fcrettikleri metinleri dikkatli bir \u015fekilde de\u011ferlendirmek \u00f6nemlidir. Christopher Riesbeck, &#8220;Her zaman istatistiksel olarak makul bir \u015fey \u00fcretiyorlar, ancak yak\u0131ndan inceledi\u011finizde &#8216;Bu mant\u0131kl\u0131 de\u011fil&#8217; diyebilirsiniz&#8221; diyor.<\/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-7a57016 elementor-widget elementor-widget-heading\" data-id=\"7a57016\" 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 Hal\u00fcsinasyon 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-994dcd5 elementor-widget elementor-widget-text-editor\" data-id=\"994dcd5\" 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>Baz\u0131 yapay zeka hal\u00fcsinasyonlar\u0131 di\u011ferlerinden daha belirgindir. K\u00fc\u00e7\u00fck ger\u00e7ek tutars\u0131zl\u0131klardan tamamen uydurma bilgilere kadar de\u011fi\u015febilirler.\u00a0\u00dcretken yapay zekay\u0131 kullan\u0131rken kar\u015f\u0131la\u015fabilece\u011finiz birka\u00e7 hal\u00fcsinasyon t\u00fcr\u00fcn\u00fc ve ger\u00e7ek d\u00fcnyadan baz\u0131 \u00f6rnekleri burada bulabilirsiniz.<\/span><br \/>\u00a0<\/p><h3><strong>1. GER\u00c7EK YANLI\u015eLIKLAR<\/strong><\/h3><p><span>Ger\u00e7ek yanl\u0131\u015fl\u0131klar, bir modelin do\u011fru gibi g\u00f6r\u00fcnen ancak ger\u00e7ekte olmayan bir metin \u00fcretti\u011fi yapay zeka hal\u00fcsinasyonlar\u0131n\u0131n en yayg\u0131n bi\u00e7imleri aras\u0131ndad\u0131r.\u00a0\u0130fadenin ana fikri ger\u00e7e\u011fe dayal\u0131 olabilir ve akla yatk\u0131n gelebilir, ancak ayr\u0131nt\u0131lar yanl\u0131\u015ft\u0131r.<\/span><\/p><h4><strong>\u00d6rnek<\/strong><\/h4><p><span>\u015eubat 2023&#8217;te Google&#8217;\u0131n sohbet robotu Bard, hatal\u0131 bir \u015fekilde\u00a0James Webb Uzay Teleskobu&#8217;nun g\u00fcne\u015f sistemi d\u0131\u015f\u0131ndaki bir gezegenin ilk g\u00f6r\u00fcnt\u00fcs\u00fcn\u00fc \u00e7ekti\u011fini\u00a0<\/span><a href=\"https:\/\/mashable.com\/article\/google-bard-james-webb-telescope-false-fact#:~:text=Google&#039;s%20blog%20entry%20about%20Bard,with%20this%20statement%20in%20it.\" target=\"_blank\" rel=\"noopener\"><span>iddia etti. <\/span><\/a><span>Bu yanl\u0131\u015ft\u0131r; NASA&#8217;ya g\u00f6re bir d\u0131\u015f gezegenin ilk g\u00f6r\u00fcnt\u00fcleri 2004&#8217;te \u00e7ekilmi\u015ftir ve James Webb Uzay Teleskobu 2021&#8217;e kadar f\u0131rlat\u0131lmam\u0131\u015ft\u0131r.<\/span><\/p><p><span>Benzer \u015fekilde, Microsoft Bing AI&#8217;nin lansman demosunda, chatbot (ChatGPT ile ayn\u0131 LLM&#8217;yi kullanan), Gap ve Lululemon&#8217;un kazan\u00e7 tablolar\u0131n\u0131 analiz etti ve bildirildi\u011fine g\u00f6re\u00a0<\/span><a href=\"https:\/\/www.cnbc.com\/2023\/02\/14\/microsoft-bing-ai-made-several-errors-in-launch-demo-last-week-.html\" target=\"_blank\" rel=\"noopener\"><span>bunlar\u0131n<\/span><\/a><span>\u00a0ger\u00e7ekleri ve rakamlar\u0131 hakk\u0131nda yanl\u0131\u015f bir \u00f6zet sundu.<\/span><\/p><p>\u00a0<\/p><h3><strong>2. UYDURMA B\u0130LG\u0130<\/strong><\/h3><p><span>Yapay zeka metin olu\u015fturucular\u0131 ve sohbet robotlar\u0131n\u0131n tamamen uydurma ve hi\u00e7bir ger\u00e7e\u011fe dayanmayan bilgiler ortaya koydu\u011fu biliniyor.\u00a0\u00d6rne\u011fin, ChatGPT URL&#8217;ler, kod kitapl\u0131klar\u0131 ve hatta var olmayan ki\u015filer bile olu\u015fturabilir ve uydurma haber makalelerine, kitaplara ve ara\u015ft\u0131rma makalelerine referans verebilir; bunlar\u0131n t\u00fcm\u00fc, arac\u0131 ara\u015ft\u0131rma i\u00e7in kullanan biri i\u00e7in zararl\u0131 olabilir (bir ChatGPT&#8217;nin yayg\u0131n fakat tavsiye edilmeyen kullan\u0131m\u0131).<\/span><\/p><h4><strong>\u00d6rnek<\/strong><\/h4><p><span>Haziran 2023&#8217;te, New York&#8217;lu bir avukat\u0131n ChatGPT&#8217;yi kullanarak sahte yarg\u0131 g\u00f6r\u00fc\u015fleri ve hukuki al\u0131nt\u0131larla dolu oldu\u011fu ortaya \u00e7\u0131kan bir \u00f6nerge haz\u0131rlad\u0131\u011f\u0131 bildirildi.\u00a0<\/span><a href=\"https:\/\/www.reuters.com\/legal\/new-york-lawyers-sanctioned-using-fake-chatgpt-cases-legal-brief-2023-06-22\/\" target=\"_blank\" rel=\"noopener\"><span>Daha sonra yapt\u0131r\u0131m<\/span><\/a><span>\u00a0ve para cezas\u0131na\u00a0\u00e7arpt\u0131r\u0131lan avukat, &#8220;ChatGPT&#8217;nin davalar uydurabilece\u011fini anlamad\u0131\u011f\u0131n\u0131&#8221;\u00a0<\/span><a href=\"https:\/\/www.nytimes.com\/2023\/06\/08\/nyregion\/lawyer-chatgpt-sanctions.html\" target=\"_blank\" rel=\"noopener\"><span>iddia etti.<\/span><\/a><\/p><p><span>Bender, &#8220;Kullan\u0131c\u0131 i\u00e7in makul ve memnun edici \u00e7\u0131kt\u0131lar \u00fcretmek \u00fczere geli\u015ftirildi&#8221; diye a\u00e7\u0131klad\u0131.\u00a0&#8220;Dolay\u0131s\u0131yla bir avukat gelip &#8216;Bana bu noktay\u0131 destekleyen bir i\u00e7tihat g\u00f6sterin&#8217; dedi\u011finde, sistem, bu noktay\u0131 destekleyen i\u00e7tihatlara benzeyen bir dizi kelime ortaya \u00e7\u0131karacak \u015fekilde geli\u015ftirildi.&#8221;<\/span><\/p><p>\u00a0<\/p><h3><strong>3. ZARARLI YANLI\u015e B\u0130LG\u0130<\/strong><\/h3><p><span>\u00dcretken yapay zeka ayn\u0131 zamanda ger\u00e7ek insanlar hakk\u0131nda yanl\u0131\u015f bilgiler \u00fcretebilir, baz\u0131s\u0131 do\u011fru, baz\u0131lar\u0131 yanl\u0131\u015f olan bilgi par\u00e7alar\u0131n\u0131 derleyebilir ve baz\u0131 kullan\u0131c\u0131lar\u0131n ger\u00e7ek olarak kabul edebilece\u011fi hikayeler uydurabilir.<\/span><\/p><h4><strong>\u00d6rnek<\/strong><\/h4><p><span>Hukuk mesle\u011finde cinsel taciz vakalar\u0131n\u0131 sunmas\u0131 istendi\u011finde ChatGPT, ger\u00e7ek bir hukuk profes\u00f6r\u00fc hakk\u0131nda\u00a0<\/span><a href=\"https:\/\/www.washingtonpost.com\/technology\/2023\/04\/05\/chatgpt-lies\/\" target=\"_blank\" rel=\"noopener\"><span>bir hikaye uydurdu<\/span><\/a><span>\u00a0ve onun okul gezisinde \u00f6\u011frencileri taciz etti\u011fini iddia etti.\u00a0Bu gezi hi\u00e7 ger\u00e7ekle\u015fmedi ve ger\u00e7ek hayatta hi\u00e7bir zaman cinsel tacizle su\u00e7lanmad\u0131.\u00a0Ancak cinsel tacizi ele almak ve durdurmak i\u00e7in bir t\u00fcr \u00e7al\u0131\u015fma yapm\u0131\u015ft\u0131 ve bu y\u00fczden ad\u0131 g\u00fcndeme geldi.<\/span><\/p><p><span>Ba\u015fka bir olayda ChatGPT,\u00a0Avustralya&#8217;daki bir belediye ba\u015fkan\u0131n\u0131n 1990&#8217;l\u0131 ve 2000&#8217;li y\u0131llar\u0131n ba\u015f\u0131ndaki bir r\u00fc\u015fvet davas\u0131nda su\u00e7lu bulundu\u011funu\u00a0<\/span><a href=\"https:\/\/finance.yahoo.com\/news\/chatgpt-falsely-accused-mayor-bribery-202853291.html\" target=\"_blank\" rel=\"noopener\"><span>yalan yere iddia etti. <\/span><\/a><span>Ger\u00e7ekte o, davan\u0131n ihbarc\u0131s\u0131yd\u0131.<\/span><\/p><p><span>Bu t\u00fcr yanl\u0131\u015f bilgilendirme, olaya kar\u0131\u015fan ki\u015filere zarar verme potansiyeline sahiptir ve bu ki\u015filerin kendi kusurlar\u0131 yoktur.\u00a0<\/span><span>Sorun, \u015fu anda<\/span><span>\u00a0OpenAI&#8217;nin yanl\u0131\u015f beyanlar\u0131n\u0131n t\u00fcketicilerin itibar\u0131na zarar verip vermedi\u011fini g\u00f6rmek i\u00e7in ara\u015ft\u0131ran\u00a0ABD Federal Ticaret Komisyonu&#8217;nun da dikkatini \u00e7ekti.<\/span><\/p><p>\u00a0<\/p><h3><strong>4. TUHAF VEYA \u00dcRPERT\u0130C\u0130 CEVAPLAR<\/strong><\/h3><p><span>Baz\u0131 AI hal\u00fcsinasyonlar\u0131 tamamen tuhaf veya t\u00fcyler \u00fcrperticidir.\u00a0Yapay zeka modelleri do\u011fas\u0131 gere\u011fi genellemeyi ve \u00e7\u0131kt\u0131lar\u0131yla yarat\u0131c\u0131 olmay\u0131 hedefler.\u00a0Bu yarat\u0131c\u0131l\u0131k bazen baz\u0131 tuhaf \u00e7\u0131kt\u0131lara yol a\u00e7abilir; e\u011fer ama\u00e7 do\u011fruluk de\u011filse, bu mutlaka bir sorun de\u011fildir.<\/span><\/p><p><span>Asl\u0131nda Orlick, bazen yapay zeka hal\u00fcsinasyonundan ortaya \u00e7\u0131kan yarat\u0131c\u0131l\u0131\u011f\u0131n, yapay zeka \u00fcr\u00fcn\u00fcn\u00fcn ne i\u00e7in kullan\u0131ld\u0131\u011f\u0131na ba\u011fl\u0131 olarak asl\u0131nda bir &#8220;bonus&#8221; olabilece\u011fini s\u00f6yledi.\u00a0Jasper esas olarak her zaman yarat\u0131c\u0131 ve yarat\u0131c\u0131 fikirler \u00fcretmeye ihtiya\u00e7 duyan pazarlamac\u0131lar taraf\u0131ndan kullan\u0131l\u0131yor.\u00a0E\u011fer Jasper bu s\u00fcre\u00e7te al\u0131\u015f\u0131lm\u0131\u015f\u0131n d\u0131\u015f\u0131nda bir kopya veya konsept ortaya \u00e7\u0131kar\u0131rsa, bu asl\u0131nda bir pazarlama ekibi i\u00e7in yararl\u0131 olabilir.<\/span><\/p><p><span>Orlick, &#8220;Fikir bulmak, bir soruna farkl\u0131 a\u00e7\u0131dan bakman\u0131n farkl\u0131 yollar\u0131n\u0131 bulmak ger\u00e7ekten harika&#8221; dedi.\u00a0\u201cFakat konu asl\u0131nda i\u00e7eri\u011fi yazmaya geldi\u011finde, bunun do\u011fru olmas\u0131 gerekiyor.\u00a0Hal\u00fcsinasyonlar\u0131n bu \u00e7izgiyi a\u015ft\u0131\u011f\u0131 ve k\u00f6t\u00fc oldu\u011fu nokta buras\u0131d\u0131r.\u201d<\/span><\/p><h4><strong>\u00d6rnek<\/strong><\/h4><p><span>Bing&#8217;in sohbet robotu,\u00a0<em>New York Times<\/em>\u00a0teknoloji k\u00f6\u015fe yazar\u0131 Kevin Roose&#8217;a\u00a0<\/span><a href=\"https:\/\/www.nytimes.com\/2023\/02\/16\/technology\/bing-chatbot-microsoft-chatgpt.html\" target=\"_blank\" rel=\"noopener\"><span>a\u015f\u0131k<\/span><\/a><span> oldu\u011fu konusunda \u0131srar etti.\u00a0Di\u011ferleri ise chatbotun onlara\u00a0<a href=\"https:\/\/www.fastcompany.com\/90850277\/bing-new-chatgpt-ai-chatbot-insulting-gaslighting-users\" target=\"_blank\" rel=\"noopener\">gaz verdi\u011fini ve onlara hakaret etti\u011fini<\/a> bildirdi.<\/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-0be87e6 elementor-widget elementor-widget-heading\" data-id=\"0be87e6\" 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 Hal\u00fcsinasyonlar\u0131 Neden Bir Sorundur?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-742be34 elementor-widget elementor-widget-text-editor\" data-id=\"742be34\" 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=\"group 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-15\"><div class=\"p-4 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 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><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 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>Yapay zeka hal\u00fcsinasyonlar\u0131, artan etik kayg\u0131lar listesinde \u00f6ne \u00e7\u0131kan bir konu haline gelmi\u015ftir. Bu yapay zeka ara\u00e7lar\u0131, son derece ak\u0131c\u0131 ancak ger\u00e7ekte hatal\u0131 i\u00e7erikler \u00fcretebilirler, bu da bireylerin tek ba\u015flar\u0131na yapabilece\u011finden \u00e7ok daha h\u0131zl\u0131 bir \u015fekilde ger\u00e7ekle\u015fir. Bu durum, bir dizi soruna yol a\u00e7maktad\u0131r.<\/p><\/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-dac4d2e elementor-widget elementor-widget-heading\" data-id=\"dac4d2e\" 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\">1. YANLI\u015e B\u0130LG\u0130N\u0130N YAYILMASI\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f6d1e9 elementor-widget elementor-widget-text-editor\" data-id=\"8f6d1e9\" 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=\"group 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-15\"><div class=\"p-4 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 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><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 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>E\u011fer ger\u00e7ekleri denetleyen bir mekanizma bulunmuyorsa, yapay zeka hal\u00fcsinasyonlar\u0131 \u00fcreten yapay zeka taraf\u0131ndan \u00fcretilen haber makalelerine s\u0131zabilir. Bu durum, yanl\u0131\u015f bilgilerin geni\u015f \u00e7apta yay\u0131lmas\u0131na neden olabilir ve bu da insanlar\u0131n ge\u00e7im kaynaklar\u0131ndan, h\u00fck\u00fcmet se\u00e7imlerinden ve hatta toplumun ger\u00e7eklik alg\u0131s\u0131ndan kaynaklanan potansiyel etkilere yol a\u00e7abilir. \u0130nternet doland\u0131r\u0131c\u0131lar\u0131 ve d\u00fc\u015fman \u00fclkeler, dezinformasyon yaymak ve sorunlar yaratmak amac\u0131yla bu durumu kullanabilirler.<\/p><\/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-c9cf82c elementor-widget elementor-widget-heading\" data-id=\"c9cf82c\" 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\">2. KULLANICININ ZARARI\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ccfb80e elementor-widget elementor-widget-text-editor\" data-id=\"ccfb80e\" 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=\"group 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-15\"><div class=\"p-4 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 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><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 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>Yapay zeka taraf\u0131ndan \u00fcretilen kitaplar, ayn\u0131 zamanda tamamen tehlikeli olabilen sanal ger\u00e7eklikler sunabilir. Bu tehlike, sadece itibar kayb\u0131yla s\u0131n\u0131rl\u0131 kalmaz, ayn\u0131 zamanda fiziksel zarar riskini de ta\u015f\u0131r.<\/p><p>\u00d6rnek vermek gerekirse, Amazon&#8217;da yapay zeka taraf\u0131ndan \u00fcretilen kitaplar aras\u0131nda mantar toplama konusunda rehberler bulunmaktad\u0131r. Bu durum, baz\u0131 insanlar\u0131n bu kitaplardaki bilgilerin do\u011frulu\u011fu konusunda \u015f\u00fcphe duymalar\u0131na ve yanl\u0131\u015f bir mantar\u0131n t\u00fcketilmesinin bir ki\u015finin sa\u011fl\u0131\u011f\u0131n\u0131 tehlikeye at\u0131p atamayaca\u011f\u0131n\u0131 sorgulamalar\u0131na yol a\u00e7m\u0131\u015ft\u0131r. Bender, bu kitaplardan biri, \u00f6l\u00fcmc\u00fcl bir melek mantar\u0131 ile tamamen g\u00fcvenli bir d\u00fc\u011fme mantar\u0131 aras\u0131ndaki fark\u0131 ay\u0131rt etme konusunda yanl\u0131\u015f y\u00f6nlendiren tavsiyelerde bulunursa, &#8220;bu, g\u00f6r\u00fcn\u00fc\u015fte zarars\u0131z bir dizi kelimenin an\u0131nda ya\u015fam\u0131 tehdit edebilece\u011fi bir \u00f6rnek&#8221; olarak nitelendirmi\u015ftir.<\/p><\/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-36f1ca6 elementor-widget elementor-widget-heading\" data-id=\"36f1ca6\" 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\">3. G\u00dcVEN KAYBI\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9de2d8c elementor-widget elementor-widget-text-editor\" data-id=\"9de2d8c\" 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=\"group 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-15\"><div class=\"p-4 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 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><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 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>Yapay zeka hal\u00fcsinasyonlar\u0131n\u0131n etkileri, yaln\u0131zca tek bir metinle s\u0131n\u0131rl\u0131 de\u011fil; bu etkiler, interneti yanl\u0131\u015f bilgilerle doldurman\u0131n \u00f6tesine ge\u00e7iyor. Bu yanl\u0131\u015f i\u00e7erik bollu\u011funa sahip oldu\u011funuzda, Bender&#8217;\u0131n &#8220;bilgi ekosisteminin kirlili\u011fi&#8221; olarak adland\u0131rd\u0131\u011f\u0131, kendili\u011finden devam eden yanl\u0131\u015f bilgi d\u00f6ng\u00fcleri olu\u015fturabilirsiniz.<\/p><p>Bu sistemler, bazen sorunlu, bazen de hi\u00e7bir temele dayanmayan bilgiyi otoriter bir \u015fekilde \u00fcretiyor gibi g\u00f6r\u00fcn\u00fcyor. Bu, art\u0131k ger\u00e7ek ve g\u00fcvenilir bilgi kaynaklar\u0131m\u0131z\u0131n i\u00e7ine s\u0131z\u0131yor. Bu sorunu tespit etmek ve d\u00fczeltmek ger\u00e7ekten zor bir hale geliyor. \u00d6ncelikle, g\u00fcvenmemiz gereken bilgilere g\u00fcvenmemizi zorla\u015ft\u0131r\u0131yor. Ayr\u0131ca, sentetik olmayan bilgilerin kayna\u011f\u0131n\u0131 i\u015faretlemeden bu yanl\u0131\u015f\u0131 d\u00fczeltmek \u00e7ok zor olacakt\u0131r.<\/p><p>Sonu\u00e7 olarak, bu hal\u00fcsinasyonlar insanlar\u0131n g\u00fcvenini de\u011fi\u015ftiriyor. Bu, yaln\u0131zca &#8220;me\u015fru bilgi kaynaklar\u0131nda&#8221; de\u011fil, ayn\u0131 zamanda \u00fcretken yapay zekada da ge\u00e7erli. \u0130nsanlar \u00e7\u0131kt\u0131lar\u0131n ger\u00e7ek ve g\u00fcvenilir verilere dayand\u0131\u011f\u0131na inanmazlarsa, bu teknolojiyi kullanmaktan ka\u00e7\u0131nabilirler. Bu, bu teknolojiyi geli\u015ftiren ve benimseyen \u015firketler i\u00e7in k\u00f6t\u00fc bir haber olabilir.<\/p><p>Orlick, &#8220;E\u011fer bu hal\u00fcsinasyonlar\u0131 \u00e7\u00f6zemezsek, bu teknolojinin yayg\u0131nla\u015ft\u0131r\u0131lmas\u0131na ciddi zarar verebilece\u011fini d\u00fc\u015f\u00fcn\u00fcyorum,&#8221; dedi.<\/p><\/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-c2761e5 elementor-widget elementor-widget-heading\" data-id=\"c2761e5\" 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 Hal\u00fcsinasyonlar\u0131 Nas\u0131l \u00d6nlenir?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ea21a4 elementor-widget elementor-widget-text-editor\" data-id=\"2ea21a4\" 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=\"group 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-15\"><div class=\"p-4 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 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><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 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>\u00dcretken yapay zeka sekt\u00f6r\u00fcn\u00fcn \u00f6nde gelen isimleri, yapay zeka hal\u00fcsinasyonlar\u0131n\u0131 ele almak i\u00e7in \u00e7aba sarf ediyorlar. \u00d6rne\u011fin, Google, Bard&#8217;\u0131 internete ba\u011flayarak yan\u0131tlar\u0131n\u0131 hem e\u011fitim verilerine hem de web \u00fczerinde bulunan bilgilere dayand\u0131rmaya \u00e7al\u0131\u015ft\u0131. Ayn\u0131 \u015fekilde, OpenAI, insan test uzmanlar\u0131n\u0131n geri bildirimleriyle ChatGPT&#8217;yi geli\u015ftirmek i\u00e7in takviyeli \u00f6\u011frenme tekni\u011fini kullanm\u0131\u015ft\u0131r. Ayr\u0131ca, sadece nihai cevaplar\u0131 de\u011fil, her ad\u0131mda do\u011fru ak\u0131l y\u00fcr\u00fctme s\u00fcre\u00e7lerini \u00f6d\u00fcllendiren yeni bir strateji olan &#8220;s\u00fcre\u00e7 denetimi&#8221;ni \u00f6nererek daha a\u00e7\u0131klanabilir yapay zeka geli\u015ftirmeyi ama\u00e7lam\u0131\u015ft\u0131r. Ancak, baz\u0131 uzmanlar bu yakla\u015f\u0131m\u0131n uydurmalarla m\u00fccadelede etkili olup olmad\u0131\u011f\u0131n\u0131 sorgulamaktad\u0131r.<\/p><p>Northwestern \u00dcniversitesi&#8217;nden Riesbeck, \u00fcretken yapay zeka modellerinin her zaman &#8220;hal\u00fcsinasyonlar \u00fcretebilece\u011fini&#8221; ve do\u011falar\u0131 gere\u011fi daima &#8220;bir \u015feyler uydurduklar\u0131n\u0131&#8221; ifade etmi\u015ftir. Bu nedenle, yapay zeka hal\u00fcsinasyonlar\u0131n\u0131n yanl\u0131\u015f bilgi \u00fcretme olas\u0131l\u0131\u011f\u0131n\u0131 tamamen ortadan kald\u0131rmak zor olsa da, \u015firketlerin ve kullan\u0131c\u0131lar\u0131n bu sorunlarla ba\u015fa \u00e7\u0131kmak ve zararlar\u0131n\u0131 s\u0131n\u0131rlamak i\u00e7in atabilece\u011fi baz\u0131 ad\u0131mlar bulunmaktad\u0131r.<\/p><\/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-0ed4299 elementor-widget elementor-widget-heading\" data-id=\"0ed4299\" 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\">1. \u00c7E\u015e\u0130TL\u0130 VE TEMS\u0130LC\u0130 E\u011e\u0130T\u0130M VER\u0130LER\u0130N\u0130 KULLANIN\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a16193 elementor-widget elementor-widget-text-editor\" data-id=\"7a16193\" 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=\"group 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-15\"><div class=\"p-4 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 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><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 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>Bu t\u00fcr modelleri geli\u015ftiren ve \u00f6zelle\u015ftiren \u015firketlerin, kulland\u0131klar\u0131 e\u011fitim verilerinin \u00e7e\u015fitlili\u011fi ve ger\u00e7ek d\u00fcnyay\u0131 yans\u0131tma konusunda dikkatli olmalar\u0131 gereklidir. Bu yakla\u015f\u0131m, \u00e7\u0131kt\u0131lar\u0131n yanl\u0131\u015f y\u00f6nlendirilme riskini azaltmaya yard\u0131mc\u0131 olabilir. Ayr\u0131ca, zaman ilerledik\u00e7e e\u011fitim veri setlerini d\u00fczenli olarak g\u00fcncellemeli ve geni\u015fletmeli, b\u00f6ylece geli\u015fen olaylar ve k\u00fclt\u00fcrel de\u011fi\u015fimlere daha iyi adapte olabilirler&#8221; dedi. Jasper&#8217;dan Orlick, \u015firketler daha g\u00fc\u00e7l\u00fc modeller geli\u015ftirdik\u00e7e, daha kaliteli, daha zengin ve daha do\u011fru i\u00e7eriklere odaklanman\u0131z gerekti\u011fini vurgulad\u0131.<\/p><\/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-4bf6f60 elementor-widget elementor-widget-heading\" data-id=\"4bf6f60\" 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\">2. MODEL\u0130 \u0130LG\u0130L\u0130 VER\u0130LERLE TEMELLEY\u0130N\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77d56dc elementor-widget elementor-widget-text-editor\" data-id=\"77d56dc\" 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=\"group 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-15\"><div class=\"p-4 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 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><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 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion 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 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 }\"><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 gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>Yapay zeka, yaln\u0131zca beslendi\u011fi verilere dayal\u0131 olarak etkili olabilir. Bir insan\u0131n hukuk veya t\u0131p konular\u0131nda \u00f6nemli bilgilere sahip olmadan ger\u00e7ek\u00e7i hukuki veya t\u0131bbi tavsiyelerde bulunmas\u0131n\u0131 bekleyemezsiniz; ayn\u0131 \u015fekilde yapay zeka i\u00e7in de bu kural ge\u00e7erlidir. \u015eirketler, \u00f6zelle\u015ftirilmi\u015f verilere dayal\u0131 olarak yapay zeka modellerini e\u011fitebilir ve daha do\u011fru ve ba\u011flam odakl\u0131 cevaplar \u00fcreterek yaln\u0131zca hayal \u00fcr\u00fcn\u00fc yan\u0131tlardan ka\u00e7\u0131nabilirler.<\/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-09a6272 elementor-widget elementor-widget-heading\" data-id=\"09a6272\" 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\">3. SICAKLIKLA DENEY YAPIN\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-86826bb elementor-widget elementor-widget-text-editor\" data-id=\"86826bb\" 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=\"group 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-15\"><div class=\"p-4 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 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><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 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion 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 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 }\"><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 gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>S\u0131cakl\u0131k, bir yapay zeka modelinin \u00e7\u0131kt\u0131s\u0131ndaki rastgeleli\u011fi denetleyen bir parametredir. Genel olarak, daha y\u00fcksek bir s\u0131cakl\u0131k, olu\u015fturulan i\u00e7erikteki yarat\u0131c\u0131l\u0131\u011f\u0131 art\u0131r\u0131rken, daha d\u00fc\u015f\u00fck bir s\u0131cakl\u0131k \u00e7\u0131kt\u0131y\u0131 daha belirleyici hale getirir. Ba\u015fka bir deyi\u015fle, S\u0131cakl\u0131k artt\u0131k\u00e7a modelin yan\u0131lt\u0131c\u0131 sonu\u00e7lar \u00fcretme olas\u0131l\u0131\u011f\u0131 artar.<\/p><p>\u015eirketler, kullan\u0131c\u0131lara s\u0131cakl\u0131k ayarlar\u0131n\u0131 kendi tercihlerine g\u00f6re d\u00fczenleme ve yarat\u0131c\u0131l\u0131k ile do\u011fruluk aras\u0131nda denge sa\u011flayan bir varsay\u0131lan s\u0131cakl\u0131k se\u00e7ene\u011fi sunabilir.<\/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-7f9d3c5 elementor-widget elementor-widget-heading\" data-id=\"7f9d3c5\" 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\">4. DA\u0130MA DO\u011eRULAYIN\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b3b74dd elementor-widget elementor-widget-text-editor\" data-id=\"b3b74dd\" 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=\"group 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-15\"><div class=\"p-4 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 md:max-w-2xl lg:max-w-[38rem] xl:max-w-3xl }\"><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 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 overflow-x-auto whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion 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 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 }\"><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 gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"group final-completion 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 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 }\"><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 gap-3 max-w-full\"><div class=\"min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>Her ne kadar sistemler ve kontroller yerinde olsa da, bir model taraf\u0131ndan \u00fcretilen yan\u0131tlar\u0131n do\u011frulu\u011funu kesinle\u015ftirmek sonunda kullan\u0131c\u0131n\u0131n sorumlulu\u011fundad\u0131r. Bu, yapay zeka yan\u0131lsamalar\u0131n\u0131 tespit etmenin en g\u00fcvenilir yoludur. Bu nedenle, birisi yapay zekay\u0131 kod yazmak, ara\u015ft\u0131rma yapmak veya bir e-posta tasla\u011f\u0131 olu\u015fturmak i\u00e7in kullan\u0131yor olsa bile, \u00fcretilen i\u00e7eri\u011fi kullanmadan veya payla\u015fmadan \u00f6nce mutlaka g\u00f6zden ge\u00e7irmelidir.<\/p><\/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\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-fc7e498 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fc7e498\" 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-ba8cebc\" data-id=\"ba8cebc\" 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-23502d0 elementor-widget elementor-widget-image\" data-id=\"23502d0\" 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-0e89491 elementor-widget elementor-widget-heading\" data-id=\"0e89491\" 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-0f987a4 elementor-widget elementor-widget-heading\" data-id=\"0f987a4\" 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-3d83fe7 elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"3d83fe7\" 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-263c282\" data-id=\"263c282\" 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-e6e347f elementor-widget elementor-widget-heading\" data-id=\"e6e347f\" 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-5143ef2 premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"5143ef2\" 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=\"6075\">\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>Yapay Zeka Hal\u00fcsinasyonu Nedir? E\u011fer sohbet robotlar\u0131 ve i\u00e7erik olu\u015fturucular\u0131n\u0131 kullanmaya yeterince zaman ay\u0131r\u0131rsan\u0131z, h\u0131zla kar\u015f\u0131n\u0131za \u00e7\u0131kan gereksiz, mant\u0131ks\u0131z ve bazen tamamen yan\u0131lt\u0131c\u0131 \u00e7\u0131kt\u0131larla kar\u015f\u0131la\u015fabilirsiniz.&hellip;<\/p>","protected":false},"author":1,"featured_media":6070,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[17],"class_list":["post-6075","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-yapay-zeka"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/6075","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=6075"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/6075\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/6070"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=6075"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=6075"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=6075"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}