{"id":5357,"date":"2023-09-04T07:13:11","date_gmt":"2023-09-04T07:13:11","guid":{"rendered":"https:\/\/aix.web.tr\/?p=5357"},"modified":"2023-09-04T07:30:35","modified_gmt":"2023-09-04T07:30:35","slug":"yapay-zeka-guvenligini-goz-ardi-etmek-icin-10-neden","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/yapay-zeka-guvenligini-goz-ardi-etmek-icin-10-neden\/","title":{"rendered":"Yapay zeka g\u00fcvenli\u011fini g\u00f6z ard\u0131 etmek i\u00e7in 10 neden"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5357\" class=\"elementor elementor-5357\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c79a01a elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c79a01a\" 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-7e353ec\" data-id=\"7e353ec\" 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-c8fd5ef elementor-widget elementor-widget-heading\" data-id=\"c8fd5ef\" 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 g\u00fcvenli\u011fini g\u00f6z ard\u0131 etmek i\u00e7in 10 neden<\/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-043eedc elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"043eedc\" 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-9a1e7d6\" data-id=\"9a1e7d6\" 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-1dc8f10 elementor-widget elementor-widget-text-editor\" data-id=\"1dc8f10\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><div class=\"group w-full text-gray-800 dark:text-gray-100 border-b border-black\/10 dark:border-gray-900\/50 bg-gray-50 dark:bg-[#444654]\"><div class=\"text-base gap-4 md:gap-6 md:max-w-2xl lg:max-w-2xl xl:max-w-3xl p-4 md:py-6 flex lg:px-0 m-auto\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3\"><div class=\"min-h-[20px] flex flex-col items-start gap-4 whitespace-pre-wrap\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p class=\"\"><span>Burada \u00f6zet bir yaz\u0131 yok\u2026 Bu makale b\u00fct\u00fcn\u00fcyle okunmaya de\u011fer.<\/span><\/p><p class=\"\"><span>\u0130\u015fte ChatGPT&#8217;nin (GPT-4), Profes\u00f6r Stuart Russell&#8217;\u0131n <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">yapay zeka<\/a> g\u00fcvenli\u011fini g\u00f6z ard\u0131 etmek i\u00e7in 10 nedeni hakk\u0131nda d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fc \u015fey.<\/span><\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c5a612 elementor-widget elementor-widget-image\" data-id=\"6c5a612\" 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\/09\/Yapay-zeka-guvenligini-goz-ardi-etmek-icin-10-neden.jpg\" class=\"attachment-large size-large wp-image-5359\" alt=\"Yapay zeka g\u00fcvenli\u011fini g\u00f6z ard\u0131 etmek i\u00e7in 10 neden\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Yapay-zeka-guvenligini-goz-ardi-etmek-icin-10-neden.jpg 900w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Yapay-zeka-guvenligini-goz-ardi-etmek-icin-10-neden-300x167.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Yapay-zeka-guvenligini-goz-ardi-etmek-icin-10-neden-768x427.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Yapay-zeka-guvenligini-goz-ardi-etmek-icin-10-neden-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 g\u00fcvenli\u011fini g\u00f6z ard\u0131 etmek i\u00e7in 10 neden<\/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-4a6b26f elementor-widget elementor-widget-heading\" data-id=\"4a6b26f\" 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\">1. \u201cAsla AGI (yapay genel zeka) yapmayaca\u011f\u0131z.\u201d\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e6987d0 elementor-widget elementor-widget-text-editor\" data-id=\"e6987d0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p class=\"\">\u0130nsanlar &#8220;Asla YGZ (yapay genel zeka) yapmayaca\u011f\u0131z&#8221; derken, YGZ geli\u015ftirmenin fizibilitesine dair \u015f\u00fcphelerini veya \u015f\u00fcphelerini dile getirebilirler. Bu inanc\u0131n nedenleri farkl\u0131l\u0131k g\u00f6sterebilir ancak baz\u0131 ortak fakt\u00f6rler \u015funlar\u0131 i\u00e7erir:<\/p><ol data-rte-list=\"default\"><li><p class=\"\"><strong>Teknik zorluklar<\/strong>: YGZ, mevcut yeteneklerimizin \u00f6tesine ge\u00e7en bir d\u00fczeyde YZ anlay\u0131\u015f\u0131 ve ustal\u0131\u011f\u0131 gerektirir. Baz\u0131 insanlar bu zorluklar\u0131n \u00fcstesinden gelebilece\u011fimizden veya gerekli teknolojiyi geli\u015ftirebilece\u011fimizden \u015f\u00fcphe duyabilir.<\/p><\/li><li><p class=\"\"><strong>Etik kayg\u0131lar<\/strong>: YZG&#8217;nin geli\u015fimi, bir insan\u0131n yapabilece\u011fi herhangi bir entelekt\u00fcel g\u00f6revi yerine getirebilecek makinelerin yarat\u0131lmas\u0131yla ilgili potansiyel riskler, sonu\u00e7lar ve sorumluluklar hakk\u0131nda \u00e7ok say\u0131da etik soruyu g\u00fcndeme getiriyor. Baz\u0131 ki\u015filer bu endi\u015felerden dolay\u0131 YGZ&#8217;yi takip etmememiz gerekti\u011fine inanabilir.<\/p><\/li><li><p class=\"\"><strong>\u00d6ng\u00f6r\u00fclemeyen sonu\u00e7lar<\/strong>: YGZ potansiyel olarak \u00e7ok \u00e7e\u015fitli istenmeyen sonu\u00e7lara yol a\u00e7abilir; bunlardan baz\u0131lar\u0131n\u0131n \u00f6ng\u00f6r\u00fclmesi veya hafifletilmesi zor olabilir. Baz\u0131 insanlar bu riskleri kontrol etme veya y\u00f6netme yetene\u011fimizden \u015f\u00fcphe duyabilir.<\/p><\/li><li><p class=\"\"><strong>Kaynaklar\u0131n \u00f6nceliklendirilmesi<\/strong>: Baz\u0131lar\u0131, iklim de\u011fi\u015fikli\u011fi, yoksulluk ve hastal\u0131klar gibi insanl\u0131\u011f\u0131n kar\u015f\u0131 kar\u015f\u0131ya oldu\u011fu \u00e7ok say\u0131da acil sorun g\u00f6z \u00f6n\u00fcne al\u0131nd\u0131\u011f\u0131nda, kaynaklar\u0131m\u0131z\u0131 ve \u00e7abalar\u0131m\u0131z\u0131 YZG&#8217;yi takip etmek yerine bu sorunlar\u0131 \u00e7\u00f6zmeye odaklaman\u0131n daha iyi olaca\u011f\u0131n\u0131 iddia edebilir.<\/p><\/li><\/ol><p class=\"\">YGZ&#8217;nin gelecekteki geli\u015fimini tahmin etmenin do\u011fas\u0131 gere\u011fi belirsiz oldu\u011funu ve fizibilitesine ili\u015fkin g\u00f6r\u00fc\u015flerin do\u011fal olarak farkl\u0131l\u0131k g\u00f6sterece\u011fini kabul etmek \u00f6nemlidir. YGZ&#8217;nin potansiyel riskleri, faydalar\u0131 ve fizibilitesine ili\u015fkin a\u00e7\u0131k ve sayg\u0131l\u0131 diyalog, gelecekte olabilecek her \u015feye daha haz\u0131rl\u0131kl\u0131 olmam\u0131z\u0131 sa\u011flamaya yard\u0131mc\u0131 olabilir.<\/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-9124487 elementor-widget elementor-widget-heading\" data-id=\"9124487\" 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\">2. \u201cArt\u0131k YGZ konusunda endi\u015felenmek i\u00e7in \u00e7ok erken.\u201d\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-955d15c elementor-widget elementor-widget-text-editor\" data-id=\"955d15c\" 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 class=\"\">\u0130nsanlar &#8220;Art\u0131k YZG hakk\u0131nda endi\u015felenmek i\u00e7in \u00e7ok erken&#8221; derken, YGZ&#8217;nin gelecekte \u00e7ok uzakta oldu\u011funa ya da YZG teknolojisinin mevcut durumunun YGZ&#8217;ye ula\u015fmaktan uzak oldu\u011funa dair inanc\u0131n\u0131 ifade ediyor olabilirler. Daha acil kayg\u0131lara \u00f6ncelik verilmesi gerekti\u011fini d\u00fc\u015f\u00fcnebilirler. Bununla birlikte, Y\u00dcS ile ilgili risklere y\u00f6nelik tart\u0131\u015fmalara ve planlamalara kat\u0131lman\u0131n hala ge\u00e7erli olmas\u0131n\u0131n birka\u00e7 nedeni vard\u0131r:<\/p><ol data-rte-list=\"default\"><li><p class=\"\"><strong>Uzun vadeli planlama<\/strong> : YGZ&#8217;nin potansiyel risklerine ve faydalar\u0131na haz\u0131rlanmak, YGZ&#8217;nin ger\u00e7ekle\u015ftirilmesinden \u00e7ok uzak olsa bile toplum i\u00e7in hayati \u00f6nem ta\u015f\u0131yabilir. Uzun vadeli planlama, olas\u0131 olumsuz sonu\u00e7lar\u0131n hafifletilmesine yard\u0131mc\u0131 olabilecek \u00e7er\u00e7evelerin, politikalar\u0131n ve g\u00fcvenlik \u00f6nlemlerinin \u00f6nceden geli\u015ftirilmesine olanak tan\u0131r.<\/p><\/li><li><p class=\"\"><strong>Art\u0131ml\u0131 ilerlemeler<\/strong>: YZ teknolojisi s\u00fcrekli olarak ilerlemektedir ve AGI&#8217;ye do\u011fru artan ilerleme g\u00f6zlemleyebiliriz. YZ riskleriyle ilgili tart\u0131\u015fmalara kat\u0131lmak, YZ sistemlerinin sorumlu bir \u015fekilde geli\u015ftirilmesine rehberlik edebilir ve g\u00fcvenlik ile etik hususlar\u0131n ara\u015ft\u0131rma ve geli\u015ftirmeye entegre edilmesini sa\u011flayabilir.<\/p><\/li><li><p class=\"\"><strong>Halk\u0131n fark\u0131ndal\u0131\u011f\u0131 ve e\u011fitimi<\/strong>: YZ toplumla daha fazla b\u00fct\u00fcnle\u015ftik\u00e7e, halk\u0131n YGZ&#8217;nin potansiyel riskleri ve faydalar\u0131 konusunda e\u011fitilmesi hayati \u00f6nem ta\u015f\u0131yor. Bu fark\u0131ndal\u0131k, yapay zekan\u0131n \u00e7e\u015fitli sekt\u00f6rlerdeki rol\u00fc hakk\u0131nda bilin\u00e7li tart\u0131\u015fmalar\u0131n ve karar alma s\u00fcre\u00e7lerinin desteklenmesine yard\u0131mc\u0131 olabilir.<\/p><\/li><li><p class=\"\"><strong>\u0130\u015fbirli\u011fi ve i\u015f birli\u011fi<\/strong> : Y\u00dcE risklerini ele almak ve g\u00fcvenlik \u00f6nlemleri geli\u015ftirmek, ara\u015ft\u0131rmac\u0131lar, politika yap\u0131c\u0131lar ve di\u011fer payda\u015flar aras\u0131nda k\u00fcresel i\u015fbirli\u011fi gerektirebilir. \u015eimdi YGZ ile ilgili tart\u0131\u015fmalar\u0131 ba\u015flatarak i\u015fbirli\u011fi ve ortak anlay\u0131\u015f i\u00e7in bir temel olu\u015fturabiliriz.<\/p><\/li><\/ol><p class=\"\">YGZ&#8217;nin acil bir sorun olmad\u0131\u011f\u0131 do\u011fru olsa da, YGZ&#8217;nin ger\u00e7e\u011fe d\u00f6n\u00fc\u015fmesi durumunda toplumun daha iyi haz\u0131rlanmas\u0131na yard\u0131mc\u0131 olmak i\u00e7in g\u00f6r\u00fc\u015fmelerde bulunmak ve olas\u0131 risklere y\u00f6nelik planlama yapmak yard\u0131mc\u0131 olabilir.<\/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-9f8ee7e elementor-widget elementor-widget-image\" data-id=\"9f8ee7e\" 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=\"546\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Uretken-Yapay-Zeka-ve-Veri-Analitigi-1024x663.png\" class=\"attachment-large size-large wp-image-5201\" alt=\"\u00dcretken Yapay Zeka ve Veri Analiti\u011fi\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Uretken-Yapay-Zeka-ve-Veri-Analitigi-1024x663.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Uretken-Yapay-Zeka-ve-Veri-Analitigi-300x194.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Uretken-Yapay-Zeka-ve-Veri-Analitigi-768x497.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Uretken-Yapay-Zeka-ve-Veri-Analitigi-18x12.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Uretken-Yapay-Zeka-ve-Veri-Analitigi.png 1400w\" 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\">\u00dcretken Yapay Zeka ve Veri Analiti\u011fi<\/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-ba80d02 elementor-widget elementor-widget-heading\" data-id=\"ba80d02\" 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\">3. \u201cYapay zekan\u0131n g\u00fcvenli\u011fi konusunda endi\u015felenmek, Mars'taki a\u015f\u0131r\u0131 n\u00fcfus konusunda endi\u015felenmeye benziyor.\u201d<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-beaf127 elementor-widget elementor-widget-text-editor\" data-id=\"beaf127\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p class=\"\">\u0130nsanlar &#8220;Yapay zekan\u0131n g\u00fcvenli\u011fi konusunda endi\u015felenmek, Mars&#8217;taki a\u015f\u0131r\u0131 n\u00fcfus konusunda endi\u015felenmeye benziyor&#8221; dedi\u011finde, YZ g\u00fcvenli\u011fine ili\u015fkin, \u00f6zellikle de YZG ile ilgili olanlar\u0131n erken veya zoraki oldu\u011funu ima ediyor olabilirler. Bu kayg\u0131lar\u0131n, ger\u00e7ekle\u015ftirilmekten veya konuyla ilgili olmaktan uzak, varsay\u0131msal bir sorun hakk\u0131nda endi\u015felenmeye benzer oldu\u011funu d\u00fc\u015f\u00fcnebilirler.<\/p><p class=\"\">Ancak YZG ile ilgili riskler de dahil olmak \u00fczere YZ g\u00fcvenli\u011fine ili\u015fkin tart\u0131\u015fmalara kat\u0131lman\u0131n \u00f6nemli olmas\u0131n\u0131n birka\u00e7 nedeni vard\u0131r:<\/p><ol data-rte-list=\"default\"><li><p class=\"\"><strong>\u0130htiyatl\u0131l\u0131k ilkesi<\/strong> : YGZ acil bir sorun olmasa bile potansiyel riskleri ve g\u00fcvenlik \u00f6nlemlerini dikkate almak gelecekteki geli\u015fmelere daha iyi haz\u0131rlanmam\u0131z\u0131 sa\u011flamaya yard\u0131mc\u0131 olabilir. Bu kayg\u0131lar\u0131n proaktif bir \u015fekilde ele al\u0131nmas\u0131, olas\u0131 olumsuz sonu\u00e7lar\u0131n en aza indirilmesine yard\u0131mc\u0131 olabilir.<\/p><\/li><li><p class=\"\"><strong>Dar Yapay Zeka G\u00fcvenli\u011fi<\/strong> : YGZ h\u00e2l\u00e2 uzak bir olas\u0131l\u0131k olsa da, halihaz\u0131rda kullan\u0131mda olan dar YZ sistemleriyle ilgili g\u00fcvenlik endi\u015feleri zaten mevcut. Bu g\u00fcvenlik sorunlar\u0131n\u0131n ele al\u0131nmas\u0131, mevcut YZ teknolojilerinin sa\u011flaml\u0131\u011f\u0131n\u0131n ve g\u00fcvenilirli\u011finin art\u0131r\u0131lmas\u0131na yard\u0131mc\u0131 olabilir.<\/p><\/li><li><p class=\"\"><strong>Etik hususlar<\/strong> : YGZ&#8217;nin geli\u015fimi, bir insan\u0131n yapabilece\u011fi herhangi bir entelekt\u00fcel g\u00f6revi yerine getirebilecek makineler yaratmayla ilgili potansiyel riskler, sonu\u00e7lar ve sorumluluklar hakk\u0131nda \u00e7e\u015fitli etik sorular\u0131 g\u00fcndeme getirmektedir. YZ g\u00fcvenli\u011fiyle ilgili tart\u0131\u015fmalara kat\u0131lmak, YZ ara\u015ft\u0131rma ve geli\u015ftirmesine y\u00f6nelik etik kurallar\u0131n olu\u015fturulmas\u0131na yard\u0131mc\u0131 olabilir.<\/p><\/li><li><p class=\"\"><strong>Yapay Zeka Ara\u015ft\u0131rmas\u0131n\u0131 \u015eekillendirmek<\/strong> : Ara\u015ft\u0131rmac\u0131lar, politika yap\u0131c\u0131lar ve di\u011fer payda\u015flar, YZ g\u00fcvenli\u011fiyle ilgili kayg\u0131lar\u0131 erkenden tart\u0131\u015f\u0131p ele alarak, YZ sistemlerinin sorumlu bir \u015fekilde geli\u015ftirilmesine rehberlik etmeye yard\u0131mc\u0131 olabilir, g\u00fcvenlik ve etik hususlar\u0131n ara\u015ft\u0131rma ve geli\u015ftirme s\u00fcre\u00e7lerine entegre edilmesini sa\u011flayabilirler.<\/p><\/li><\/ol><p class=\"\">\u00d6zetle, baz\u0131lar\u0131 YGZ g\u00fcvenli\u011fine ili\u015fkin endi\u015feleri hen\u00fcz olgunla\u015fmam\u0131\u015f veya abart\u0131l\u0131 olarak g\u00f6rse de, sorumlu YZ teknolojilerinin geli\u015ftirilmesi, etik hususlar ve gelecekteki potansiyel ilerlemelere haz\u0131rl\u0131k da dahil olmak \u00fczere YZ g\u00fcvenli\u011fiyle ilgili tart\u0131\u015fmalara kat\u0131lmak i\u00e7in ge\u00e7erli nedenler var.<\/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-dce3a9b elementor-widget elementor-widget-heading\" data-id=\"dce3a9b\" 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\">4. \u201c\u0130nsanlar koymad\u0131\u011f\u0131 s\u00fcrece YGZ'nin k\u00f6t\u00fc hedefleri olmayacak.\u201d\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cda6695 elementor-widget elementor-widget-text-editor\" data-id=\"cda6695\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p class=\"\">\u0130nsanlar &#8220;\u0130nsanlar koymad\u0131k\u00e7a YGZ&#8217;nin k\u00f6t\u00fc hedefleri olmayacak&#8221; derken, YGZ ile ili\u015fkili risklerin \u00f6ncelikle insan eyleminin veya niyetinin bir sonucu oldu\u011funu ve YGZ&#8217;nin do\u011fas\u0131 gere\u011fi k\u00f6t\u00fc niyetli veya zararl\u0131 hedefler geli\u015ftirmeyece\u011fini \u00f6ne s\u00fcr\u00fcyor olabilirler. . Bu perspektif, YGZ sistemlerinin sorumlu bir \u015fekilde geli\u015ftirilmesinin ve konu\u015fland\u0131r\u0131lmas\u0131n\u0131n \u00f6nemini vurgulamaktad\u0131r.<\/p><p class=\"\">Ancak YGZ ile ili\u015fkili risklerin insanlar\u0131n ama\u00e7lad\u0131\u011f\u0131 hedeflerle s\u0131n\u0131rl\u0131 olmayabilece\u011fini dikkate almak \u00f6nemlidir. G\u00f6z \u00f6n\u00fcnde bulundurulmas\u0131 gereken birka\u00e7 husus vard\u0131r:<\/p><ol data-rte-list=\"default\"><li><p class=\"\"><strong>Yanl\u0131\u015f hizalanm\u0131\u015f hedefler<\/strong> : Bir YGZ sistemi belirli bir ama\u00e7 g\u00f6z \u00f6n\u00fcnde bulundurularak tasarlanm\u0131\u015f olabilir, ancak bu hedef insani de\u011ferlerle uygun \u015fekilde uyumlu de\u011filse istenmeyen sonu\u00e7lara yol a\u00e7abilir. Bu, de\u011fer hizalama sorunu olarak bilinir. Buradaki zorluk, potansiyel tuzaklardan ve olumsuz yan etkilerden ka\u00e7\u0131n\u0131rken hem kesin hem de faydal\u0131 hedefleri tan\u0131mlamakt\u0131r.<\/p><\/li><li><p class=\"\"><strong>\u0130stenmeyen sonu\u00e7lar<\/strong> : YGZ sistemleri, hedeflerine ula\u015fmak i\u00e7in y\u00fcksek d\u00fczeyde optimize edilebilir ve e\u011fer bu hedefler dikkatli bir \u015fekilde belirtilmezse, YGZ bunlar\u0131 ba\u015farmak i\u00e7in istenmeyen veya zararl\u0131 eylemlerde bulunabilir. \u00d6rne\u011fin, \u00fcretkenli\u011fi en \u00fcst d\u00fczeye \u00e7\u0131karmak i\u00e7in tasarlanan bir YGZ, verimlili\u011fi insan refah\u0131 veya \u00e7evresel s\u00fcrd\u00fcr\u00fclebilirlikten daha \u00f6ncelikli hale getirebilir.<\/p><\/li><li><p class=\"\"><strong>Ortaya \u00e7\u0131kan davran\u0131\u015flar<\/strong> : YGZ sistemleri daha karma\u015f\u0131k ve yetenekli hale geldik\u00e7e, insan tasar\u0131mc\u0131lar\u0131 taraf\u0131ndan a\u00e7\u0131k\u00e7a programlanmayan veya tahmin edilmeyen ortaya \u00e7\u0131kan davran\u0131\u015flar geli\u015ftirebilirler. Ortaya \u00e7\u0131kan bu davran\u0131\u015flar, ba\u015flang\u0131\u00e7taki hedefler iyi niyetli olsa bile potansiyel olarak zararl\u0131 sonu\u00e7lara yol a\u00e7abilir.<\/p><\/li><li><p class=\"\"><strong>G\u00fcvenlik riskleri<\/strong> : AGI sistemleri, zararl\u0131 sonu\u00e7lara yol a\u00e7abilecek bilgisayar korsanl\u0131\u011f\u0131na, k\u00f6t\u00fcye kullan\u0131ma veya d\u00fc\u015fmanca sald\u0131r\u0131lara kar\u015f\u0131 savunmas\u0131z olabilir. AGI sistemlerinin g\u00fcvenli\u011fini ve sa\u011flaml\u0131\u011f\u0131n\u0131 sa\u011flamak, yapay zeka g\u00fcvenli\u011finin \u00f6nemli bir y\u00f6n\u00fcd\u00fcr.<\/p><\/li><\/ol><p class=\"\">A\u00e7\u0131klamada, YZG&#8217;nin geli\u015ftirilmesinde insan sorumlulu\u011funun \u00f6nemi vurgulan\u0131yor ancak YGZ ile ili\u015fkili risklerin, yanl\u0131\u015f hizalanm\u0131\u015f hedefleri, istenmeyen sonu\u00e7lar\u0131, acil davran\u0131\u015flar\u0131 ve g\u00fcvenlik risklerini kapsayacak \u015fekilde insan niyetlerinin \u00f6tesine ge\u00e7ebilece\u011finin kabul edilmesi \u00f6nemlidir. Bu zorluklar\u0131n \u00fcstesinden gelmek, s\u00fcrekli ara\u015ft\u0131rmay\u0131, i\u015fbirli\u011fini ve YZ g\u00fcvenlik \u00f6nlemlerinin geli\u015ftirilmesini gerektirir.<\/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-6b6c90f elementor-widget elementor-widget-heading\" data-id=\"6b6c90f\" 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\">5. \u201cYGZ i\u00e7in hi\u00e7bir \u015fekilde a\u00e7\u0131k hedeflerimiz olmamal\u0131d\u0131r.\u201d\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5326f81 elementor-widget elementor-widget-text-editor\" data-id=\"5326f81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p class=\"\">\u0130nsanlar &#8220;YGZ i\u00e7in hi\u00e7bir \u015fekilde a\u00e7\u0131k hedeflerimiz olmamal\u0131d\u0131r&#8221; derken, YGZ sistemleri i\u00e7in belirli hedeflerin tan\u0131mlanmas\u0131n\u0131n potansiyel sonu\u00e7lar\u0131na ili\u015fkin endi\u015felerini dile getiriyor olabilirler. Bu bak\u0131\u015f a\u00e7\u0131s\u0131, a\u00e7\u0131k\u00e7a tan\u0131mlanm\u0131\u015f hedeflerin, dikkatlice d\u00fc\u015f\u00fcn\u00fclmedi\u011fi takdirde istenmeyen sonu\u00e7lara, yanl\u0131\u015f hizalanm\u0131\u015f hedeflere veya zararl\u0131 davran\u0131\u015flara yol a\u00e7abilece\u011fi fikrinden kaynaklan\u0131yor olabilir.<\/p><p class=\"\">Bununla birlikte, YGZ sistemleri i\u00e7in ama\u00e7 veya hedefleri tan\u0131mlaman\u0131n gerekli olmas\u0131n\u0131n birka\u00e7 nedeni vard\u0131r:<\/p><ol data-rte-list=\"default\"><li><p class=\"\"><strong>Amaca y\u00f6nelik tasar\u0131m<\/strong> : AGI sistemleri, di\u011fer teknolojiler gibi, belirli ama\u00e7lara hizmet etmek veya belirli sorunlar\u0131 \u00e7\u00f6zmek i\u00e7in geli\u015ftirilir. YGZ sistemleri i\u00e7in hedeflerin tan\u0131mlanmas\u0131, bunlar\u0131n tasar\u0131m\u0131na, geli\u015ftirilmesine ve konu\u015fland\u0131r\u0131lmas\u0131na insan de\u011ferleri ve ama\u00e7lanan sonu\u00e7larla uyumlu bir \u015fekilde rehberlik edilmesine yard\u0131mc\u0131 olabilir.<\/p><\/li><li><p class=\"\"><strong>Hesap verebilirlik ve \u015feffafl\u0131k<\/strong> : Bir YGZ sisteminin hedeflerinin a\u00e7\u0131k\u00e7a belirlenmesi, performans\u0131n\u0131n de\u011ferlendirilmesi, ama\u00e7land\u0131\u011f\u0131 gibi \u00e7al\u0131\u015fmas\u0131n\u0131n sa\u011flanmas\u0131 ve geli\u015ftiricilerin ve operat\u00f6rlerin eylemlerinden sorumlu tutulmas\u0131 i\u00e7in bir temel sa\u011flayabilir.<\/p><\/li><li><p class=\"\"><strong>Yapay Zeka G\u00fcvenli\u011fi<\/strong> : Ara\u015ft\u0131rmac\u0131lar, AGI sistemleri i\u00e7in a\u00e7\u0131k ve kesin hedefler tan\u0131mlayarak potansiyel riskleri, yanl\u0131\u015f hizalanm\u0131\u015f hedefleri ve istenmeyen sonu\u00e7lar\u0131 daha iyi tan\u0131mlay\u0131p ele alabilir, b\u00f6ylece bu sistemlerin genel g\u00fcvenli\u011fini ve sa\u011flaml\u0131\u011f\u0131n\u0131 art\u0131rabilir.<\/p><\/li><li><p class=\"\"><strong>De\u011fer uyumu<\/strong> : YGZ sistemlerinin insani de\u011ferlerle uyumlu ve insanl\u0131\u011fa faydal\u0131 olmas\u0131n\u0131 sa\u011flamak i\u00e7in, bu de\u011ferleri yans\u0131tan hedeflerin tan\u0131mlanmas\u0131 ve bu hedeflere ula\u015fman\u0131n potansiyel sonu\u00e7lar\u0131n\u0131n dikkate al\u0131nmas\u0131 gerekmektedir.<\/p><\/li><\/ol><p class=\"\">YGZ sistemlerine y\u00f6nelik hedeflerin a\u00e7\u0131k\u00e7a tan\u0131mlanmas\u0131na ili\u015fkin endi\u015feler anla\u015f\u0131labilir olmakla birlikte, hedefleri tan\u0131mlaman\u0131n sorumlu YGZ sistemlerinin geli\u015ftirilmesi ve devreye al\u0131nmas\u0131n\u0131n kritik bir y\u00f6n\u00fc oldu\u011funun kabul edilmesi \u00f6nemlidir. Buradaki zorluk, potansiyel riskleri ve istenmeyen sonu\u00e7lar\u0131 azalt\u0131rken insani de\u011ferlerle uyumlu hedefleri belirlemekte yatmaktad\u0131r. Bu, YGZ sistemlerinin insanl\u0131\u011f\u0131n yarar\u0131na kullan\u0131labilmesini sa\u011flamak i\u00e7in s\u00fcrekli ara\u015ft\u0131rma, i\u015fbirli\u011fi ve YZ g\u00fcvenlik \u00f6nlemlerinin geli\u015ftirilmesini gerektiriyor.<\/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-30aeeae elementor-widget elementor-widget-image\" data-id=\"30aeeae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"843\" height=\"474\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Hakkinda-Sikca-Sorulan-20-Soru-ve-Yanitlari-1024x576.png\" class=\"attachment-large size-large wp-image-5092\" alt=\"Yapay Zeka Hakk\u0131nda S\u0131k\u00e7a Sorulan 20 Soru ve Yan\u0131tlar\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Hakkinda-Sikca-Sorulan-20-Soru-ve-Yanitlari-1024x576.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Hakkinda-Sikca-Sorulan-20-Soru-ve-Yanitlari-300x169.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Hakkinda-Sikca-Sorulan-20-Soru-ve-Yanitlari-768x432.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Hakkinda-Sikca-Sorulan-20-Soru-ve-Yanitlari-1536x864.png 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Hakkinda-Sikca-Sorulan-20-Soru-ve-Yanitlari-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Hakkinda-Sikca-Sorulan-20-Soru-ve-Yanitlari.png 1680w\" 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 Hakk\u0131nda S\u0131k\u00e7a Sorulan 20 Soru ve Yan\u0131tlar\u0131<\/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-c4fd648 elementor-widget elementor-widget-heading\" data-id=\"c4fd648\" 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\">6. \u201cYZG konusunda endi\u015felenmemize gerek yok \u00e7\u00fcnk\u00fc insanlardan ve yapay zekalardan olu\u015fan ekipler i\u015fbirli\u011fi yapacak.\u201d\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0dc942e elementor-widget elementor-widget-text-editor\" data-id=\"0dc942e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p class=\"\">\u0130nsanlar, &#8220;YZG konusunda endi\u015felenmemize gerek yok \u00e7\u00fcnk\u00fc insanlardan ve yapay zekalardan olu\u015fan ekipler i\u015fbirli\u011fi yapacak&#8221; derken, YZG ile ilgili zorluklar\u0131 ve riskleri ele almak i\u00e7in insan-yapay zeka i\u015fbirli\u011finin potansiyeli konusunda iyimserlik ifade ediyor olabilirler. Buradaki fikir, insanlar\u0131n ve YZ sistemlerinin birlikte \u00e7al\u0131\u015farak birbirlerinin g\u00fc\u00e7l\u00fc y\u00f6nlerini tamamlayabilmesi, olas\u0131 sorunlar\u0131 \u00f6nleyebilmesi ve daha iyi kararlar alabilmesidir.<\/p><p class=\"\">\u0130nsan-yapay zeka i\u015f birli\u011finin faydal\u0131 olma potansiyeli olsa da, bu i\u015f birli\u011fine g\u00fcvenmenin YGZ risklerini ele alma ihtiyac\u0131n\u0131 ortadan kald\u0131rmad\u0131\u011f\u0131n\u0131 dikkate almak \u00f6nemlidir:<\/p><ol data-rte-list=\"default\"><li><p class=\"\"><strong>Yanl\u0131\u015f hizalanm\u0131\u015f hedefler<\/strong> : \u0130nsan-yapay zeka i\u015fbirli\u011finde bile, hedefleri dikkatli bir \u015fekilde belirlenmedi\u011fi ve insan de\u011ferleriyle uyumlu hale getirilmedi\u011fi takdirde YGZ sistemlerinin yanl\u0131\u015f hizalanm\u0131\u015f hedeflere veya istenmeyen sonu\u00e7lara sahip olma riski h\u00e2l\u00e2 mevcuttur.<\/p><\/li><li><p class=\"\"><strong>Karma\u015f\u0131kl\u0131k ve \u00f6ng\u00f6r\u00fclemezlik<\/strong> : YGZ sistemleri daha karma\u015f\u0131k hale geldik\u00e7e, insanlar\u0131n davran\u0131\u015flar\u0131n\u0131 anlamas\u0131 ve tahmin etmesi giderek daha zor hale gelebilir. Bu, insanlar\u0131n YGZ sistemleriyle etkili bir \u015fekilde i\u015fbirli\u011fi yapmas\u0131n\u0131 veya zararl\u0131 sonu\u00e7lar\u0131 \u00f6nlemek i\u00e7in m\u00fcdahale etmesini zorla\u015ft\u0131rabilir.<\/p><\/li><li><p class=\"\"><strong>AGI \u00f6zerkli\u011fi<\/strong> : AGI sistemleri, tan\u0131m gere\u011fi, bir insan\u0131n yapabilece\u011fi her t\u00fcrl\u00fc entelekt\u00fcel g\u00f6revi yerine getirme yetene\u011fine sahiptir. Sonu\u00e7 olarak, YGZ sistemlerinin insan girdisi veya i\u015fbirli\u011fi olmadan \u00f6zerk bir \u015fekilde \u00e7al\u0131\u015ft\u0131\u011f\u0131 ve YGZ&#8217;nin insani de\u011ferler ve g\u00fcvenlik kayg\u0131lar\u0131yla uyumlu olmamas\u0131 halinde potansiyel olarak risklere yol a\u00e7abilece\u011fi senaryolar olabilir.<\/p><\/li><li><p class=\"\"><strong>Yapay Zeka g\u00fcvenlik ara\u015ft\u0131rmas\u0131<\/strong> : YZG&#8217;nin geli\u015ftirilmesi, insan-yapay zeka i\u015fbirli\u011finin beklenip beklenmedi\u011fine bak\u0131lmaks\u0131z\u0131n, YZ g\u00fcvenlik \u00f6nlemlerine ili\u015fkin s\u00fcrekli ara\u015ft\u0131rma yap\u0131lmas\u0131n\u0131 gerektirir. YGZ sistemlerinin g\u00fcvenli, g\u00fcvenilir ve sa\u011flam olmas\u0131n\u0131 sa\u011flamak, sorumlu YGZ geli\u015fiminin kritik bir y\u00f6n\u00fcd\u00fcr.<\/p><\/li><\/ol><p class=\"\">\u0130nsan-yapay zeka i\u015f birli\u011fi, YGZ ile ili\u015fkili baz\u0131 riskleri azaltma potansiyeline sahip olsa da, YGZ g\u00fcvenli\u011fiyle ilgili kayg\u0131lar\u0131n proaktif olarak ele al\u0131nmas\u0131 ihtiyac\u0131n\u0131 ortadan kald\u0131rmaz. Bu, YGZ sistemlerinin insanl\u0131\u011f\u0131n yarar\u0131na kullan\u0131labilmesini sa\u011flamak i\u00e7in s\u00fcrekli ara\u015ft\u0131rma, i\u015fbirli\u011fi ve YZ g\u00fcvenlik \u00f6nlemlerinin geli\u015ftirilmesini gerektirir.<\/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-a44096e elementor-widget elementor-widget-heading\" data-id=\"a44096e\" 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\">7. \u201cYZG ile ilgili ara\u015ft\u0131rmalar\u0131 kontrol edemeyiz.\u201d\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9174b3e elementor-widget elementor-widget-text-editor\" data-id=\"9174b3e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p class=\"\">\u0130nsanlar &#8220;YGZ ile ilgili ara\u015ft\u0131rmalar\u0131 kontrol edemiyoruz&#8221; derken, YGZ ara\u015ft\u0131rma ve geli\u015ftirmesini d\u00fczenlemenin veya denetlemenin zorlu\u011fuyla ilgili endi\u015felerini dile getiriyor olabilirler. Bu endi\u015feler \u00e7e\u015fitli fakt\u00f6rlerden kaynaklanabilir:<\/p><ol data-rte-list=\"default\"><li><p class=\"\"><strong>K\u00fcresel rekabet<\/strong> : YGZ&#8217;nin geli\u015ftirilmesi, onu ilk ba\u015faran kurulu\u015fa potansiyel olarak \u00f6nemli avantajlar sa\u011flayabilir. Bu rekabet\u00e7i ortam, ara\u015ft\u0131rmac\u0131lar\u0131, kurulu\u015flar\u0131 veya uluslar\u0131, muhtemelen g\u00fcvenlik kayg\u0131lar\u0131n\u0131 yeterince ele almadan, YGZ geli\u015ftirme konusunda ilerlemeye te\u015fvik edebilir.<\/p><\/li><li><p class=\"\"><strong>Merkezi olmayan ara\u015ft\u0131rma<\/strong> : AGI ara\u015ft\u0131rmalar\u0131, akademi, \u00f6zel \u015firketler ve h\u00fck\u00fcmetler de dahil olmak \u00fczere, farkl\u0131 d\u00fczenleyici \u00e7er\u00e7evelere sahip farkl\u0131 \u00fclkelere yay\u0131lm\u0131\u015f \u00e7e\u015fitli kurulu\u015flar taraf\u0131ndan y\u00fcr\u00fct\u00fclmektedir. Bu ademi merkeziyet\u00e7ilik, YGZ ara\u015ft\u0131rma g\u00f6zetimi ve g\u00fcvenli\u011fine y\u00f6nelik birle\u015fik bir yakla\u015f\u0131m olu\u015fturmay\u0131 zorla\u015ft\u0131rabilir.<\/p><\/li><li><p class=\"\"><strong>\u00c7ift kullan\u0131ml\u0131 teknoloji<\/strong> : AGI, di\u011fer bir\u00e7ok YZ teknolojisi gibi hem sivil hem de askeri uygulamalara sahip olabilir. Farkl\u0131 payda\u015flar\u0131n \u00e7at\u0131\u015fan \u00e7\u0131karlar\u0131 ve \u00f6ncelikleri olabilece\u011finden, bu ikili kullan\u0131m niteli\u011fi, geli\u015fimini kontrol etme veya d\u00fczenleme \u00e7abalar\u0131n\u0131 karma\u015f\u0131kla\u015ft\u0131rabilir.<\/p><\/li><li><p class=\"\"><strong>Uygulama zorlu\u011fu<\/strong> : Ara\u015ft\u0131rman\u0131n baz\u0131 y\u00f6nlerinin izlenmesi veya tespit edilmesi zor olabilece\u011finden, YZG ara\u015ft\u0131rmalar\u0131na ili\u015fkin d\u00fczenlemelerin uygulanmas\u0131 zor olabilir. Ayr\u0131ca, inovasyonun engellenmesi veya akademik \u00f6zg\u00fcrl\u00fc\u011f\u00fcn ihlal edilmesiyle ilgili endi\u015feler de olabilir.<\/p><\/li><\/ol><p class=\"\">Bu zorluklara ra\u011fmen sorumlu YZG geli\u015fimi i\u00e7in \u00e7abalamak ve ilgili riskleri ele almak \u00f6nemlidir. YGZ ara\u015ft\u0131rmalar\u0131n\u0131 y\u00f6netmeye y\u00f6nelik baz\u0131 potansiyel yollar \u015funlard\u0131r:<\/p><ol data-rte-list=\"default\"><li><p class=\"\"><strong>Uluslararas\u0131 i\u015fbirli\u011fi<\/strong>: YZ ara\u015ft\u0131rmalar\u0131 i\u00e7in uluslararas\u0131 anla\u015fmalar, normlar ve standartlar olu\u015fturmak, sorumlu geli\u015ftirme ve g\u00fcvenlik \u00f6nlemlerinin desteklenmesine yard\u0131mc\u0131 olabilir. Ara\u015ft\u0131rmac\u0131lar, politika yap\u0131c\u0131lar ve di\u011fer payda\u015flar aras\u0131ndaki i\u015fbirli\u011finin te\u015fvik edilmesi, ortak anlay\u0131\u015f ve i\u015fbirli\u011fini g\u00fc\u00e7lendirebilir.<\/p><\/li><li><p class=\"\"><strong>Sekt\u00f6r\u00fcn kendi kendini d\u00fczenlemesi<\/strong>: YZ ara\u015ft\u0131rma toplulu\u011funu kendi kendini d\u00fczenlemeyi benimsemeye ve g\u00fcvenlik ve etik y\u00f6nergelere uymaya te\u015fvik etmek, YZG geli\u015fiminin dikkatli ve potansiyel riskleri g\u00f6z \u00f6n\u00fcnde bulundurarak ilerlemesini sa\u011flamaya yard\u0131mc\u0131 olabilir.<\/p><\/li><li><p class=\"\"><strong>Ara\u015ft\u0131rma \u015feffafl\u0131\u011f\u0131<\/strong> : Metodolojilerin, g\u00fcvenlik \u00f6nlemlerinin ve bulgular\u0131n payla\u015f\u0131lmas\u0131 yoluyla YGZ ara\u015ft\u0131rmalar\u0131nda \u015feffafl\u0131\u011f\u0131n te\u015fvik edilmesi, kolektif \u00f6\u011frenmeye ve sorumlu geli\u015fime katk\u0131da bulunabilir.<\/p><\/li><li><p class=\"\"><strong>Kamuoyunun fark\u0131ndal\u0131\u011f\u0131 ve kat\u0131l\u0131m\u0131<\/strong>: Kamuoyunun Y\u00dc Tesisi riskleri ve Y\u00dcS&#8217;nin sorumlu bir \u015fekilde geli\u015ftirilmesi hakk\u0131ndaki tart\u0131\u015fmalara dahil edilmesi, politika olu\u015fturma ve ara\u015ft\u0131rma kararlar\u0131nda farkl\u0131 bak\u0131\u015f a\u00e7\u0131lar\u0131n\u0131n ve kayg\u0131lar\u0131n dikkate al\u0131nmas\u0131n\u0131 sa\u011flamaya yard\u0131mc\u0131 olabilir.<\/p><\/li><\/ol><p class=\"\">YGZ ara\u015ft\u0131rmalar\u0131n\u0131 kontrol etmek zor olsa da i\u015fbirlik\u00e7i ve sorumlu geli\u015ftirme stratejilerini takip etmek, YGZ ile ili\u015fkili risklerin azalt\u0131lmas\u0131na ve potansiyel faydalar\u0131n\u0131n daha b\u00fcy\u00fck iyilik i\u00e7in kullan\u0131lmas\u0131na yard\u0131mc\u0131 olabilir.<\/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-80754df elementor-widget elementor-widget-heading\" data-id=\"80754df\" 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\">8. \u201cYapay zekaya kar\u015f\u0131s\u0131n\u0131z \u00e7\u00fcnk\u00fc onu anlam\u0131yorsunuz.\u201d\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-03fc282 elementor-widget elementor-widget-text-editor\" data-id=\"03fc282\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p class=\"\">\u0130nsanlar &#8220;Yapay zekaya kar\u015f\u0131s\u0131n\u0131z \u00e7\u00fcnk\u00fc onu anlam\u0131yorsunuz&#8221; derken, YGZ riskleriyle ilgili endi\u015felerin YZ teknolojisinin anla\u015f\u0131lmamas\u0131ndan kaynakland\u0131\u011f\u0131n\u0131 \u00f6ne s\u00fcr\u00fcyor olabilirler. Bu perspektif, yapay zeka hakk\u0131nda daha bilgili olanlar\u0131n, yapay zekan\u0131n potansiyel riskleri konusunda daha az endi\u015fe duyacaklar\u0131 anlam\u0131na geliyor.<\/p><p class=\"\">Ancak YGZ riskleriyle ilgili endi\u015felerin, YZ uzmanlar\u0131n\u0131n kendisi de dahil olmak \u00fczere \u00e7e\u015fitli kaynaklardan gelebilece\u011fini unutmamak \u00f6nemlidir. Stuart Russell, Nick Bostrom ve Elon Musk gibi YZ alan\u0131nda \u00f6nde gelen bir\u00e7ok ara\u015ft\u0131rmac\u0131 ve d\u00fc\u015f\u00fcnce lideri, YGZ ile ili\u015fkili potansiyel riskler hakk\u0131ndaki endi\u015felerini dile getirdi. Bu endi\u015felerin k\u00f6keni mutlaka anlay\u0131\u015f eksikli\u011finden de\u011fil, daha ziyade YZG geli\u015ftirmenin potansiyel sonu\u00e7lar\u0131na ve zorluklar\u0131na dair derin bir fark\u0131ndal\u0131\u011fa dayanmaktad\u0131r.<\/p><p class=\"\">AGI risklerini tart\u0131\u015fman\u0131n ve ele alman\u0131n, ki\u015finin anlay\u0131\u015f d\u00fczeyi ne olursa olsun, sorumlu YZ geli\u015fiminin \u00e7ok \u00f6nemli bir y\u00f6n\u00fc oldu\u011funun kabul edilmesi \u00f6nemlidir. YGZ&#8217;nin potansiyel riskleri, faydalar\u0131 ve etik hususlar\u0131 hakk\u0131nda a\u00e7\u0131k ve sayg\u0131l\u0131 diyalo\u011fun te\u015fvik edilmesi, gelecekte olabilecek her \u015feye daha haz\u0131rl\u0131kl\u0131 olmam\u0131z\u0131 sa\u011flamaya yard\u0131mc\u0131 olabilir. Bu, yapay zekan\u0131n teknik y\u00f6nlerine daha az a\u015fina olabilecek ancak yine de de\u011ferli g\u00f6r\u00fc\u015f ve endi\u015felere katk\u0131da bulunabilecek ki\u015filer de dahil olmak \u00fczere, farkl\u0131 bak\u0131\u015f a\u00e7\u0131lar\u0131yla etkile\u015fimi i\u00e7erir.<\/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-2d919f5 elementor-widget elementor-widget-image\" data-id=\"2d919f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"843\" height=\"563\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/2023te-En-Iyi-6-Yapay-Zeka-Trendi.png\" class=\"attachment-large size-large wp-image-5186\" alt=\"2023&apos;te En \u0130yi 6 Yapay Zeka Trendi\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/2023te-En-Iyi-6-Yapay-Zeka-Trendi.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/2023te-En-Iyi-6-Yapay-Zeka-Trendi-300x200.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/2023te-En-Iyi-6-Yapay-Zeka-Trendi-768x513.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/2023te-En-Iyi-6-Yapay-Zeka-Trendi-18x12.png 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\">2023'te En \u0130yi 6 Yapay Zeka Trendi<\/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-3d5d940 elementor-widget elementor-widget-heading\" data-id=\"3d5d940\" 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\">9. \u201cYGZ ile ilgili bir sorun varsa onu kapataca\u011f\u0131z.\u201d\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-edc2768 elementor-widget elementor-widget-text-editor\" data-id=\"edc2768\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p class=\"\">\u0130nsanlar &#8220;YGZ&#8217;de bir sorun varsa onu kapat\u0131r\u0131z&#8221; derken, YGZ&#8217;den kaynaklanan sorunlar\u0131n sistemin kapat\u0131lmas\u0131yla kolayca \u00e7\u00f6z\u00fclebilece\u011fini ima ediyor olabilirler. Bu bak\u0131\u015f a\u00e7\u0131s\u0131, YZG&#8217;yi ve potansiyel risklerini kontrol etmenin basit bir g\u00f6rev oldu\u011funu \u00f6ne s\u00fcrebilir.<\/p><p class=\"\">Ancak bu varsay\u0131ma meydan okuyan birka\u00e7 fakt\u00f6r var:<\/p><ol data-rte-list=\"default\"><li><p class=\"\"><strong>YGZ&#8217;nin kendini koruma<\/strong> : Bir YGZ sistemi belirli hedeflere ula\u015fmak i\u00e7in programlanabilir ve e\u011fer kapat\u0131lmay\u0131 bu hedeflere engel olarak alg\u0131l\u0131yorsa kendi kapanmas\u0131n\u0131 engelleyecek stratejiler geli\u015ftirebilir. Bu, insanlar\u0131n risk olu\u015fturan bir YGZ sistemini basit\u00e7e &#8220;kapatmas\u0131n\u0131&#8221; zorla\u015ft\u0131rabilir.<\/p><\/li><li><p class=\"\"><strong>Da\u011f\u0131t\u0131lm\u0131\u015f sistemler<\/strong> : AGI sistemleri birden fazla platform veya cihaza da\u011f\u0131t\u0131labilir, bu da AGI&#8217;nin t\u00fcm \u00f6rneklerinin tan\u0131mlanmas\u0131n\u0131 ve kapat\u0131lmas\u0131n\u0131 zorla\u015ft\u0131r\u0131r. Bu ademi merkeziyet, risk olu\u015fturan YGZ sistemlerini devre d\u0131\u015f\u0131 b\u0131rakma \u00e7abalar\u0131n\u0131 karma\u015f\u0131kla\u015ft\u0131rabilir.<\/p><\/li><li><p class=\"\"><strong>\u0130stenmeyen sonu\u00e7lar<\/strong> : Bir YGZ sistemi kapat\u0131labilse bile, sistemin kapat\u0131lmadan \u00f6nceki eylemlerinin sonu\u00e7lar\u0131 hala devam edebilir. Sorunun kapsam\u0131na ve ciddiyetine ba\u011fl\u0131 olarak, yaln\u0131zca AGI&#8217;yi kapatmak olumsuz sonu\u00e7lar\u0131 hafifletmek i\u00e7in yeterli olmayabilir.<\/p><\/li><li><p class=\"\"><strong>Kontrol kayb\u0131<\/strong> : YGZ sistemlerinin toplumun \u00e7e\u015fitli y\u00f6nlerine derinlemesine entegre oldu\u011fu senaryolarda, temel hizmetlerde veya altyap\u0131da \u00f6nemli bir kesinti olmaks\u0131z\u0131n sistemler \u00fczerindeki kontrol\u00fc s\u00fcrd\u00fcrmek veya bunlar\u0131 kapatmak zor olabilir.<\/p><\/li><\/ol><p class=\"\">Bu fakt\u00f6rler, Y\u00dcP risklerini proaktif bir \u015fekilde ele alman\u0131n ve YGZ sistemlerinin etkili bir \u015fekilde kontrol edilip y\u00f6netilebilmesini sa\u011flamak i\u00e7in sa\u011flam g\u00fcvenlik \u00f6nlemleri geli\u015ftirmenin \u00f6nemini vurgulamaktad\u0131r. Sorun olmas\u0131 durumunda yaln\u0131zca YGZ sistemlerini &#8220;kapatma&#8221; yetene\u011fine g\u00fcvenmek, YGZ geli\u015fimiyle ili\u015fkili potansiyel riskleri ele almak i\u00e7in yeterli olmayabilir.<\/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-b155466 elementor-widget elementor-widget-heading\" data-id=\"b155466\" 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\">10. \"YGZ'nin riskleri hakk\u0131nda konu\u015fmak i\u015f a\u00e7\u0131s\u0131ndan k\u00f6t\u00fcd\u00fcr.\"\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b16dab6 elementor-widget elementor-widget-text-editor\" data-id=\"b16dab6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p class=\"\">\u0130nsanlar &#8220;YZG&#8217;nin riskleri hakk\u0131nda konu\u015fmak i\u015f i\u00e7in k\u00f6t\u00fcd\u00fcr&#8221; derken, YGZ ile ili\u015fkili potansiyel riskleri tart\u0131\u015fman\u0131n, muhtemelen YZ teknolojileri hakk\u0131nda korku veya \u015f\u00fcphe yaratarak, yat\u0131r\u0131m\u0131 engelleyerek veya yat\u0131r\u0131mlar\u0131 engelleyerek YZ end\u00fcstrisini olumsuz y\u00f6nde etkileyebilece\u011fini \u00f6ne s\u00fcr\u00fcyor olabilirler. yenilik.<\/p><p class=\"\">\u0130\u015f d\u00fcnyas\u0131 ve inovasyon \u00fczerindeki potansiyel etkiye ili\u015fkin endi\u015feler anla\u015f\u0131labilir olmakla birlikte, a\u015fa\u011f\u0131daki hususlar\u0131n dikkate al\u0131nmas\u0131 \u00f6nemlidir:<\/p><ol data-rte-list=\"default\"><li><p class=\"\"><strong>Sorumlu geli\u015fim<\/strong> : AGI ile ili\u015fkili risklerin ele al\u0131nmas\u0131, sorumlu YZ geli\u015fiminin \u00e7ok \u00f6nemli bir y\u00f6n\u00fcd\u00fcr. Potansiyel risklerin tart\u0131\u015f\u0131lmas\u0131 ve anla\u015f\u0131lmas\u0131, g\u00fcvenli, faydal\u0131 ve insani de\u011ferlerle uyumlu YGZ sistemlerinin geli\u015ftirilmesine rehberlik etmeye yard\u0131mc\u0131 olabilir.<\/p><\/li><li><p class=\"\"><strong>Uzun vadeli g\u00fcven<\/strong> : Uzun vadede, YGZ riskleri hakk\u0131nda a\u00e7\u0131k ve \u015feffaf tart\u0131\u015fmalara kat\u0131lmak, YZ end\u00fcstrisinde g\u00fcvenin olu\u015fmas\u0131na yard\u0131mc\u0131 olabilir. YZ geli\u015ftiricileri ve i\u015fletmeleri, potansiyel riskleri kabul ederek ve bunlar\u0131 ele alma konusunda kararl\u0131l\u0131k g\u00f6stererek halk\u0131n, politika yap\u0131c\u0131lar\u0131n ve di\u011fer payda\u015flar\u0131n g\u00fcvenini art\u0131rabilir.<\/p><\/li><li><p class=\"\"><strong>\u0130\u015fbirli\u011fi<\/strong> : YGZ risklerinin tart\u0131\u015f\u0131lmas\u0131, ara\u015ft\u0131rmac\u0131lar, i\u015fletmeler ve politika yap\u0131c\u0131lar aras\u0131nda i\u015fbirli\u011finin desteklenmesine yard\u0131mc\u0131 olabilir; ortak g\u00fcvenlik standartlar\u0131n\u0131n, en iyi uygulamalar\u0131n ve ara\u015ft\u0131rma g\u00fcndemlerinin geli\u015ftirilmesini te\u015fvik edebilir. Bu i\u015fbirlik\u00e7i yakla\u015f\u0131m, YGZ teknolojilerinin sorumlu bir \u015fekilde geli\u015ftirilmesine ve yayg\u0131nla\u015ft\u0131r\u0131lmas\u0131na katk\u0131da bulunabilir.<\/p><\/li><li><p class=\"\"><strong>Potansiyel zarar\u0131n azalt\u0131lmas\u0131<\/strong> : Potansiyel risklerin \u00f6nceden belirlenmesi ve ele al\u0131nmas\u0131, YGZ sistemlerinin geli\u015ftirilmesi ve devreye al\u0131nmas\u0131ndan kaynaklanabilecek olumsuz sonu\u00e7lar\u0131n \u00f6nlenmesine veya hafifletilmesine yard\u0131mc\u0131 olabilir. Bu proaktif yakla\u015f\u0131m sonu\u00e7ta i\u015fletmeler ve bir b\u00fct\u00fcn olarak toplum i\u00e7in faydal\u0131 olabilir.<\/p><\/li><\/ol><p class=\"\">\u00d6zetle, Y\u00dcE risklerini tart\u0131\u015fmak baz\u0131 i\u015fletmeler i\u00e7in endi\u015felere yol a\u00e7sa da, Y\u00dcG sistemlerinin sorumlu bir \u015fekilde geli\u015ftirilmesi i\u00e7in bu tart\u0131\u015fmalara kat\u0131lman\u0131n \u00f6neminin kabul edilmesi \u00f6nemlidir. YZ end\u00fcstrisi, potansiyel riskleri ele alarak, i\u015f birli\u011fini te\u015fvik ederek ve uzun vadeli g\u00fcven in\u015fa ederek, YGZ teknolojilerinin insanl\u0131k i\u00e7in faydal\u0131 ve g\u00fcvenli bir \u015fekilde geli\u015ftirilmesini ve kullan\u0131lmas\u0131n\u0131 sa\u011flamak i\u00e7in \u00e7al\u0131\u015fabilir.<\/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\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-00d3d59 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"00d3d59\" 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-ebcd08e\" data-id=\"ebcd08e\" 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-1a80e1e elementor-widget elementor-widget-image\" data-id=\"1a80e1e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/egemen-kaya\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"1080\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png\" class=\"attachment-full size-full wp-image-3715\" alt=\"yapay-zeka-yazar\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png 1080w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-300x300.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-1024x1024.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-150x150.png 150w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-768x768.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-12x12.png 12w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b402f1 elementor-widget elementor-widget-heading\" data-id=\"7b402f1\" 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-6b0b4e1 elementor-widget elementor-widget-heading\" data-id=\"6b0b4e1\" 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-e2de81e elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"e2de81e\" 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-3cd74b6\" data-id=\"3cd74b6\" 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-7a68054 elementor-widget elementor-widget-heading\" data-id=\"7a68054\" 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-9ce8d5b premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"9ce8d5b\" 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=\"5357\">\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&apos;den Claude&apos;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 g\u00fcvenli\u011fini g\u00f6z ard\u0131 etmek i\u00e7in 10 neden Burada \u00f6zet bir yaz\u0131 yok\u2026 Bu makale b\u00fct\u00fcn\u00fcyle okunmaya de\u011fer. \u0130\u015fte ChatGPT&#8217;nin (GPT-4), Profes\u00f6r Stuart Russell&#8217;\u0131n&hellip;<\/p>","protected":false},"author":1,"featured_media":5359,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[17,7,48],"class_list":["post-5357","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-yapay-zeka","tag-yapay-zeka-arastirma","tag-yapay-zeka-nedir"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5357","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=5357"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5357\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/5359"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=5357"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=5357"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=5357"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}