{"id":5589,"date":"2023-09-11T12:42:28","date_gmt":"2023-09-11T12:42:28","guid":{"rendered":"https:\/\/aix.web.tr\/?p=5589"},"modified":"2023-10-02T10:12:48","modified_gmt":"2023-10-02T10:12:48","slug":"sorumlu-yapay-zeka-nedir","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/sorumlu-yapay-zeka-nedir\/","title":{"rendered":"Sorumlu Yapay Zeka Nedir?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5589\" class=\"elementor elementor-5589\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-be17311 elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"be17311\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container 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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-9aa9429\" data-id=\"9aa9429\" 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-28bcad7 elementor-widget elementor-widget-heading\" data-id=\"28bcad7\" 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\">Sorumlu Yapay Zeka Nedir?\n\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-fb3d6b7 elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fb3d6b7\" 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-20e7f96\" data-id=\"20e7f96\" 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-f695005 elementor-widget elementor-widget-text-editor\" data-id=\"f695005\" 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>Sorumlu <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">Yapay Zeka<\/a>, yapay zekan\u0131n etik ve yasal bir \u015fekilde geli\u015ftirilip uygulanmas\u0131n\u0131 sa\u011flamak i\u00e7in kullan\u0131lan bir dizi uygulama ve y\u00f6ntemler b\u00fct\u00fcn\u00fcd\u00fcr. Bu, yapay zeka sistemlerinin kullan\u0131c\u0131lar, toplum ve \u00e7evre \u00fczerindeki potansiyel etkilerini d\u00fc\u015f\u00fcnmeyi i\u00e7erir, herhangi bir zarar\u0131 en aza indirgemek i\u00e7in ad\u0131mlar atmay\u0131 ve yapay zekan\u0131n nas\u0131l \u00fcretildi\u011fi ve kullan\u0131ld\u0131\u011f\u0131 konusunda \u015feffafl\u0131\u011f\u0131 ve adaleti \u00f6nceliklendirmeyi i\u00e7erir.<\/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-222c4de elementor-widget elementor-widget-image\" data-id=\"222c4de\" 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=\"455\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Sorumlu-Yapay-Zeka-Nedir-1024x553.webp\" class=\"attachment-large size-large wp-image-5594\" alt=\"Sorumlu Yapay Zeka Nedir\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Sorumlu-Yapay-Zeka-Nedir-1024x553.webp 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Sorumlu-Yapay-Zeka-Nedir-300x162.webp 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Sorumlu-Yapay-Zeka-Nedir-768x415.webp 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Sorumlu-Yapay-Zeka-Nedir-18x10.webp 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Sorumlu-Yapay-Zeka-Nedir.webp 1200w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Sorumlu Yapay Zeka 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-062977a elementor-widget elementor-widget-heading\" data-id=\"062977a\" 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\">Sorumlu Yapay Zeka Nedir?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-67121a8 elementor-widget elementor-widget-text-editor\" data-id=\"67121a8\" 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>Sorumlu Yapay Zeka, yapay zeka sistemlerinin etik ve yasal bir \u015fekilde tasarland\u0131\u011f\u0131, da\u011f\u0131t\u0131ld\u0131\u011f\u0131 ve kullan\u0131ld\u0131\u011f\u0131 bir dizi uygulamay\u0131 i\u00e7eren bir yakla\u015f\u0131md\u0131r. \u015eirketler sorumlu yapay zekay\u0131 uygulad\u0131\u011f\u0131nda, yapay zekan\u0131n zarara yol a\u00e7ma potansiyelini en aza indirgerler ve yapay zekan\u0131n bireylere, toplumlara ve topluma fayda sa\u011flad\u0131\u011f\u0131ndan emin olurlar.<\/p><p>&#8220;Credo AI&#8221; adl\u0131 yapay zeka y\u00f6netimi yaz\u0131l\u0131m sa\u011flay\u0131c\u0131s\u0131n\u0131n kurucusu ve CEO&#8217;su Navrina Singh, &#8220;Yapay zeka ya\u015fam d\u00f6ng\u00fcs\u00fc &#8211; veri toplamadan tasarlamaya, geli\u015ftirmeye, test etmeye ve piyasaya s\u00fcrmeye kadar olan s\u00fcre\u00e7 &#8211; i\u015fletmeler taraf\u0131ndan gereken sorumluluk ve hesap verme katman\u0131na sahiptir,&#8221; diyor ve ekliyor: &#8220;Ve kendilerini sorumlu tutmal\u0131lar.&#8221;<\/p><p>Hesap verebilirlik, sorumlu yapay zekan\u0131n kritik bir bile\u015fenidir, \u00e7\u00fcnk\u00fc yapay zeka sistemi tasar\u0131m\u0131, geli\u015ftirilmesi ve kullan\u0131m\u0131 konusunda etik standartlara uyulmas\u0131n\u0131 sa\u011flar. Bir yapay zeka sistemiyle bir \u015feyler ters giderse, sorumlulu\u011fun nerede oldu\u011fu konusundaki belirsizli\u011fi ortadan kald\u0131r\u0131r ve toplumda yapay zekan\u0131n etik ve adil kullan\u0131m\u0131n\u0131 te\u015fvik eder.<\/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-b3a255a elementor-widget elementor-widget-heading\" data-id=\"b3a255a\" 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\">Neden Sorumlu Yapay Zeka \u00d6nemlidir?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bca480d elementor-widget elementor-widget-text-editor\" data-id=\"bca480d\" 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>Sorumlu Yapay Zeka, etik yapay zekan\u0131n &#8220;b\u00fcy\u00fck \u00fc\u00e7&#8221; endi\u015felerini yani veri gizlili\u011fi, \u00f6nyarg\u0131 ve a\u00e7\u0131klanabilirlik sorunlar\u0131n\u0131 ele almay\u0131 ama\u00e7lar. Etik yapay zeka, veri modellerinin internetten izinsiz veya at\u0131f olmaks\u0131z\u0131n \u00e7ekildi\u011fi veya belirli bir \u015firketin m\u00fclki bilgileri oldu\u011fu durumlar\u0131 i\u00e7erir. Her iki durumda da yapay zeka sistemlerinin bu veriyi mevcut veri gizlili\u011fi yasalar\u0131na uygun ve siber g\u00fcvenlik tehditlerine kar\u015f\u0131 g\u00fcvende bir \u015fekilde toplamas\u0131, saklamas\u0131 ve kullanmas\u0131 \u00f6nemlidir.<\/p><p>\u00d6nyarg\u0131 sorunu da kar\u015f\u0131m\u0131za \u00e7\u0131kar. Yapay zeka modelleri verilere dayan\u0131r ve e\u011fer bu temel veriler \u00f6nyarg\u0131l\u0131, \u00e7arp\u0131k veya eksikse, \u00fcretilen \u00e7\u0131kt\u0131lar bunu yans\u0131tacak ve hatta b\u00fcy\u00fctecektir.<\/p><p>Ayr\u0131ca bir yapay zeka modelinin neden belirli bir \u015fekilde \u00e7al\u0131\u015ft\u0131\u011f\u0131na dair belirli bir a\u00e7\u0131klama olmayabilir. Bu algoritmalar son derece karma\u015f\u0131k matematiksel desenler \u00fczerinde \u00e7al\u0131\u015f\u0131r &#8211; ki bu desenlerin anla\u015f\u0131lmas\u0131 bile uzmanlar i\u00e7in zor olabilir &#8211; bu da bir modelin neden belirli bir \u00e7\u0131kt\u0131 \u00fcretti\u011fini anlamay\u0131 zorla\u015ft\u0131r\u0131r.<\/p><p>&#8220;Bu teknoloji \u00e7ok, \u00e7ok, \u00e7ok g\u00fc\u00e7l\u00fc,&#8221; diyen bir yapay zeka etik dan\u0131\u015fman\u0131, ara\u015ft\u0131rmac\u0131 ve konu\u015fmac\u0131 olan Ravit Dotan, &#8220;Kendi ba\u015flar\u0131na \u00e7al\u0131\u015fmaktan daha h\u0131zl\u0131 ve \u00e7ok daha b\u00fcy\u00fck bir \u00f6l\u00e7ekte \u00e7al\u0131\u015f\u0131r. Bu y\u00fczden &#8216;bir \u015feyler yanl\u0131\u015f gitti\u011finde b\u00fcy\u00fck \u00f6l\u00e7ekli bir \u015fekilde yanl\u0131\u015f gider,'&#8221; diyor ve ekliyor: &#8220;Bu kadar g\u00fc\u00e7le birlikte bu kadar sorumluluk da gelir.&#8221;<\/p><p>Ve \u015fimdi, otomasyonun neredeyse t\u00fcm sekt\u00f6rlerde i\u015f yap\u0131\u015f bi\u00e7imimizi, ya\u015fam\u0131m\u0131z\u0131 ve yarat\u0131c\u0131l\u0131\u011f\u0131m\u0131z\u0131 nas\u0131l etkiledi\u011fi devam ederken, bahisler daha da y\u00fcksek. Bir yapay zeka i\u015fe alma arac\u0131 s\u00fcrekli olarak kad\u0131nlara, renkli insanlara veya engelli insanlara kar\u015f\u0131 \u00f6nyarg\u0131l\u0131ysa, bu binlerce veya milyonlarca insan\u0131n ge\u00e7imini etkileyebilir. Veya bir \u015firket nas\u0131l olur da bir veri gizlili\u011fi yasas\u0131n\u0131 ihlal ederse, insanlar\u0131n ki\u015fisel bilgileri tehlikede olur, ki bunun yan\u0131 s\u0131ra \u015firketin ba\u015fa \u00e7\u0131kmas\u0131 gereken t\u00fcm cezalar da vard\u0131r.<\/p><p>&#8220;Sosyal olarak neler olabilece\u011fine dair hasarlar ger\u00e7ekten \u00e7ok geni\u015f. Ve yanl\u0131\u015fl\u0131kla olabilirler, bu y\u00fczden yapay zeka ile u\u011fra\u015fan herkesin \u00e7ok dikkatli olmas\u0131 ger\u00e7ekten \u00e7ok \u00f6nemli,&#8221; diyor Dotan ve ekliyor: &#8220;Ger\u00e7ekten bu ara\u00e7lar\u0131 geli\u015ftiren, yat\u0131r\u0131m yapan, sat\u0131n alan ve kullanan insanlar\u0131n neler yapt\u0131\u011f\u0131na dikkat etmeyi gerektiriyor.&#8221;<\/p><p>Sorumlu Yapay Zeka, bu t\u00fcr zararlar\u0131 hafifletmeye yard\u0131mc\u0131 olabilir. \u015eirketlerin daha g\u00fcvenli, g\u00fcvenilir ve adil yapay zeka \u00fcr\u00fcnleri olu\u015fturup kullanmalar\u0131 i\u00e7in bir \u00e7er\u00e7eve sa\u011flar &#8211; bu da yapay zekan\u0131n t\u00fcm avantajlar\u0131ndan sorumlu bir \u015fekilde yararlanmalar\u0131n\u0131 sa\u011flar.<\/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-8707d91 elementor-widget elementor-widget-heading\" data-id=\"8707d91\" 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\">Sorumlu Yapay Zeka ile Etik Yapay Zeka Aras\u0131ndaki Fark Nedir?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9cda5d4 elementor-widget elementor-widget-text-editor\" data-id=\"9cda5d4\" 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>Sorumlu Yapay Zeka, iyi niyetli yapay zeka geli\u015fimini y\u00f6nlendiren genel bir yakla\u015f\u0131md\u0131r. \u00d6te yandan, Etik Yapay Zeka, Blackman taraf\u0131ndan s\u00f6ylendi\u011fi gibi, Sorumlu Yapay Zeka uygulamalar\u0131n\u0131n daha b\u00fcy\u00fck bir \u00e7er\u00e7evesinin bir &#8220;alt k\u00fcmesi&#8221; olarak kabul edilir. Etik Yapay Zeka, yapay zeka geli\u015ftirme ve kullanma s\u00fcre\u00e7lerinin etik, ahlaki y\u00f6nlerine odaklan\u0131r. Bu, etik yapay zekan\u0131n \u00f6nyarg\u0131, ayr\u0131mc\u0131l\u0131k ve insan haklar\u0131na etkisini ele al\u0131r ve yapay zekan\u0131n sorumlu bir \u015fekilde kullan\u0131lmas\u0131n\u0131 sa\u011flar.<\/p><p>Sorumlu Yapay Zeka \u00e7er\u00e7evesi, temel olarak &#8220;Yapay Zeka kullan\u0131m\u0131nda etik a\u00e7\u0131dan hata yapmamak i\u00e7in nas\u0131l&#8221; gibi sorunlar\u0131 \u00e7\u00f6zmenin bir yolunu a\u00e7\u0131klar. Blackman, &#8220;Buna ayr\u0131ca d\u00fczenleyici uyum, siber g\u00fcvenlik, m\u00fchendislik m\u00fckemmeliyeti de eklersiniz. Sorumlu Yapay Zeka sadece t\u00fcm bunlard\u0131r,&#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-bf0d754 elementor-widget elementor-widget-image\" data-id=\"bf0d754\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"843\" height=\"562\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Alt-Dallari-Teknolojinin-Derinlemesine-Incelenmesi-1024x683.jpeg\" class=\"attachment-large size-large wp-image-5264\" alt=\"Yapay Zeka Alt Dallar\u0131 - Teknolojinin Derinlemesine \u0130ncelenmesi\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Alt-Dallari-Teknolojinin-Derinlemesine-Incelenmesi-1024x683.jpeg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Alt-Dallari-Teknolojinin-Derinlemesine-Incelenmesi-300x200.jpeg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Alt-Dallari-Teknolojinin-Derinlemesine-Incelenmesi-768x512.jpeg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Alt-Dallari-Teknolojinin-Derinlemesine-Incelenmesi-18x12.jpeg 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yapay-Zeka-Alt-Dallari-Teknolojinin-Derinlemesine-Incelenmesi.jpeg 1080w\" 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 Alt Dallar\u0131 - Teknolojinin Derinlemesine \u0130ncelenmesi<\/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-2749420 elementor-widget elementor-widget-heading\" data-id=\"2749420\" 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\">Sorumlu Yapay Zeka Nas\u0131l Uygulan\u0131r?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e97a0ee elementor-widget elementor-widget-text-editor\" data-id=\"e97a0ee\" 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>Sorumlu Yapay Zeka \u00e7er\u00e7evesinin uygulanmas\u0131, e\u011fitimle ba\u015flayarak sistematik ve kapsaml\u0131 bir yakla\u015f\u0131m gerektirir. Organizasyonun her seviyesinde, \u00fcst d\u00fczey y\u00f6netimden \u0130K departman\u0131na kadar, yapay zekan\u0131n nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131, \u015firketlerinin nas\u0131l kulland\u0131\u011f\u0131n\u0131 ve bununla ilgili riskleri anlamas\u0131 gereken herkes temel konular\u0131 anlamal\u0131d\u0131r.<\/p><p>Ayr\u0131ca \u015firketler, yapay zekay\u0131 nas\u0131l sorumlu bir \u015fekilde ele alacaklar\u0131n\u0131 belirlemek i\u00e7in kendi ilkelerini ortaya koymal\u0131d\u0131r. Bu politikalar, etik d\u00fc\u015f\u00fcnceleri, veri gizlili\u011fi endi\u015felerini, \u015feffafl\u0131k yakla\u015f\u0131mlar\u0131n\u0131 ve hesap verebilirlik \u00f6nlemlerini ele almal\u0131d\u0131r &#8211; t\u00fcm bunlar ilgili yasal ve d\u00fczenleyici gereksinimlerle, ayn\u0131 zamanda organizasyonun kendi de\u011ferleri ve hedefleriyle uyumlu olmal\u0131d\u0131r.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f4a1567 elementor-widget elementor-widget-heading\" data-id=\"f4a1567\" 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\">Sorumlu Yapay Zeka \u0130lkeleri\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-03dc47b elementor-widget elementor-widget-text-editor\" data-id=\"03dc47b\" 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>\u015eu anda herhangi bir t\u00fcr sorumlu yapay zeka \u00e7er\u00e7evesinin uygulanmas\u0131, onu olu\u015fturan veri bilimcileri ve yaz\u0131l\u0131m geli\u015ftiricilerinin takdirine ba\u011fl\u0131d\u0131r. Bununla birlikte, \u015firketler sorumlu yapay zekay\u0131 uygularken izleyebilecekleri y\u00f6nlendirici prensipler ve en iyi uygulamalar vard\u0131r:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59588ca elementor-widget elementor-widget-heading\" data-id=\"59588ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">1. Adillik\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4cd81b3 elementor-widget elementor-widget-text-editor\" data-id=\"4cd81b3\" 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 sistemleri, \u00f6nyarg\u0131 ve ayr\u0131mc\u0131l\u0131ktan ka\u00e7\u0131nacak \u015fekilde tasarlanmal\u0131d\u0131r. Ve kullan\u0131c\u0131lar\u0131, \u0131rk, cinsiyet, ekonomik arka plan veya di\u011fer herhangi bir fakt\u00f6r g\u00f6zetmeksizin adil bir \u015fekilde i\u015flemelidir.<\/p><p>Bu, yapay zeka geli\u015ftiricilerinin algoritmalar\u0131 e\u011fitmek i\u00e7in kulland\u0131klar\u0131 verilerin \u00e7e\u015fitli ve ger\u00e7ek d\u00fcnya n\u00fcfusunu temsil eden verilerle dolu oldu\u011fundan emin olmalar\u0131n\u0131 gerektirir. Ayr\u0131ca, algoritmalar\u0131n performans\u0131n\u0131 olumsuz etkileyebilecek herhangi bir \u00f6nyarg\u0131l\u0131 deseni veya ayk\u0131r\u0131lar\u0131 kald\u0131rmalar\u0131 gerekir. Ayr\u0131ca, ba\u015flang\u0131\u00e7ta da\u011f\u0131t\u0131ld\u0131ktan sonra yapay zeka \u00fcr\u00fcnlerinin h\u00e2l\u00e2 adil oldu\u011fundan emin olmak i\u00e7in d\u00fczenli olarak test edilmeleri ve denetlenmeleri gerekir.<\/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-b18472c elementor-widget elementor-widget-heading\" data-id=\"b18472c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">2. \u015eeffafl\u0131k<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7448623 elementor-widget elementor-widget-text-editor\" data-id=\"7448623\" 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 sistemleri, onlar\u0131 yapan insanlar ve etkilenen insanlar taraf\u0131ndan anla\u015f\u0131l\u0131r ve a\u00e7\u0131klanabilir olmal\u0131d\u0131r. Bir yapay zeka sisteminin belirli bir karar verme s\u00fcrecinin veya belirli bir \u00e7\u0131kt\u0131y\u0131 \u00fcretme nedeninin nas\u0131l ve neden oldu\u011fu i\u00e7sel olarak \u015feffaf olmal\u0131d\u0131r, bu da bir yapay zeka sisteminin e\u011fitim verilerinin nas\u0131l topland\u0131\u011f\u0131, sakland\u0131\u011f\u0131 ve kullan\u0131ld\u0131\u011f\u0131 gibi bilgileri i\u00e7erir.<\/p><p>Elbette, bu her zaman m\u00fcmk\u00fcn olmayabilir. Baz\u0131 yapay zeka modelleri, uzmanlar i\u00e7in bile tamamen anla\u015f\u0131lmas\u0131 \u00e7ok b\u00fcy\u00fck ve karma\u015f\u0131k olabilir. Ancak \u015firketler, insanlar taraf\u0131ndan daha iyi anla\u015f\u0131labilen, a\u00e7\u0131klanabilir modellerle \u00e7al\u0131\u015fmay\u0131 se\u00e7ebilirler, \u00f6rne\u011fin karar a\u011fa\u00e7lar\u0131 veya do\u011frusal regresyon gibi. Ayr\u0131ca kullan\u0131c\u0131 aray\u00fczlerini \u00e7\u0131kt\u0131lar\u0131 daha net bir \u015fekilde sunacak \u015fekilde tasarlayabilirler. G\u00f6rselle\u015ftirmelerin, \u00f6rne\u011fin belirli girdi verilerinin modelin \u00e7\u0131kt\u0131s\u0131n\u0131 en \u00e7ok nas\u0131l etkiledi\u011fini kullan\u0131c\u0131lara anlatmaya yard\u0131mc\u0131 olabilece\u011fi gibi, do\u011fal dil de modelin sonu\u00e7lar\u0131n\u0131 daha anla\u015f\u0131l\u0131r bir \u015fekilde a\u00e7\u0131klamak i\u00e7in kullan\u0131labilir. \u015eeffafl\u0131k ayr\u0131ca belgelendirme anlam\u0131na gelir. Bir \u015firketin yapay zekalar\u0131n\u0131 nas\u0131l geli\u015ftirdi\u011fini g\u00f6stermeyi ama\u00e7layan a\u00e7\u0131klamalarda a\u00e7\u0131klanabilir ve \u015firketler kullan\u0131d\u0131klar\u0131 yapay zeka \u00fcr\u00fcnlerini ve bunlarla ilgili d\u00fczenleyici veya finansal riskleri takip etmek i\u00e7in kendi kontrol panellerini olu\u015fturabilirler.<\/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-9e5e22c elementor-widget elementor-widget-heading\" data-id=\"9e5e22c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">3. Gizlilik ve G\u00fcvenlik<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a7e2033 elementor-widget elementor-widget-text-editor\" data-id=\"a7e2033\" 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>Bireylerin gizlili\u011fini korumak hem iyi uygulama hem de bir\u00e7ok durumda yasa gere\u011fidir. \u015eirketler, modellerini e\u011fitmek i\u00e7in kulland\u0131klar\u0131 ki\u015fisel verileri uygun bir \u015fekilde i\u015flemeli, mevcut gizlilik d\u00fczenlemelerine sayg\u0131 g\u00f6stermeli ve bu verinin h\u0131rs\u0131zl\u0131ktan veya k\u00f6t\u00fcye kullan\u0131mdan korundu\u011fundan emin olmal\u0131d\u0131r. Bu genellikle bir veri y\u00f6netimi \u00e7er\u00e7evesini i\u00e7erir, yani bir organizasyonun verilerinin do\u011fru, kullan\u0131labilir, g\u00fcvenli ve do\u011fru ki\u015filere ve do\u011fru ko\u015fullar alt\u0131nda mevcut olmas\u0131n\u0131 sa\u011flamak i\u00e7in izledi\u011fi bir dizi i\u00e7 standart.<\/p><p>\u015eirketler ayr\u0131ca hassas verileri daha iyi korumak i\u00e7in bu verilerden ki\u015fisel tan\u0131mlanabilir bilgileri (KTB) kald\u0131rmak veya \u015fifrelemek gibi \u00f6nlemler alabilirler.<\/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-8991429 elementor-widget elementor-widget-heading\" data-id=\"8991429\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">4. Kapsay\u0131c\u0131 \u0130\u015fbirli\u011fi\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a360f7d elementor-widget elementor-widget-text-editor\" data-id=\"a360f7d\" 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>Her yapay zeka sistemi, \u00e7e\u015fitli perspektiflere, ge\u00e7mi\u015flere ve deneyimlere sahip genel n\u00fcfus kadar \u00e7e\u015fitli bir insan ekibi denetiminde tasarlanmal\u0131d\u0131r. \u0130\u015f liderleri ve etik, sosyal bilimler ve di\u011fer konu alanlar\u0131nda uzmanlar, veri bilimcileri ve yapay zeka m\u00fchendisleri kadar s\u00fcrece dahil edilmelidir, b\u00f6ylece \u00fcr\u00fcn herkesin ihtiya\u00e7lar\u0131na uygun ve kapsay\u0131c\u0131 olur.<\/p><p>\u00c7e\u015fitli bir ekip, yapay zeka geli\u015ftirmesiyle ilgili karma\u015f\u0131k sorunlar\u0131 \u00e7\u00f6zerken yarat\u0131c\u0131l\u0131\u011f\u0131 te\u015fvik edebilir ve yenilik\u00e7i d\u00fc\u015f\u00fcnmeyi te\u015fvik edebilir. \u00c7e\u015fitli bir ekip ayr\u0131ca, fark edilmemi\u015f herhangi bir \u00f6nyarg\u0131y\u0131 tan\u0131mlama ve ele alma olas\u0131l\u0131\u011f\u0131n\u0131 art\u0131r\u0131r. Ayr\u0131ca, belirli bir yapay zeka \u00fcr\u00fcn\u00fcn\u00fcn etik sorumluluklar\u0131 ve toplumsal etkileri hakk\u0131nda daha fazla konu\u015fma te\u015fvik edebilir, bu da daha sorumlu ve toplumsal olarak bilin\u00e7li bir yapay zeka geli\u015ftirme s\u00fcrecini te\u015fvik eder.<\/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-96c7111 elementor-widget elementor-widget-heading\" data-id=\"96c7111\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">5. Hesap Verebilirlik\n\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d2d0b6 elementor-widget elementor-widget-text-editor\" data-id=\"2d2d0b6\" 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 sistemleri geli\u015ftiren ve da\u011f\u0131tan organizasyonlar, eylemlerinden sorumlu olmal\u0131 ve kulland\u0131klar\u0131 veya \u00fcrettikleri yapay zeka \u00fcr\u00fcnleri taraf\u0131ndan neden olabilecek herhangi bir olumsuz sonucu veya zarar\u0131 ele almak ve d\u00fczeltmek i\u00e7in mekanizmalar bulundurmal\u0131d\u0131r.<\/p><p>\u015eu anda bir yapay zeka sistemi hata yapt\u0131\u011f\u0131nda hesap verebilirlik i\u00e7in \u00e7ok az resmi yol vard\u0131r. Kaliforniya T\u00fcketici Gizlili\u011fi Yasas\u0131 ve AB Genel Veri Koruma T\u00fcz\u00fc\u011f\u00fc gibi veri gizlili\u011fi yasalar\u0131n\u0131 ihlal etmek ciddi para cezalar\u0131na yol a\u00e7abilir. Ve Federal Ticaret Komisyonu&#8217;nun yapay zeka i\u00e7in ge\u00e7erli oldu\u011funu s\u00f6yledi\u011fi birka\u00e7 ayr\u0131mc\u0131l\u0131k kar\u015f\u0131t\u0131 yasa zaten y\u00fcr\u00fcrl\u00fcktedir. Ancak yapay zeka ile ilgili \u00f6zel olarak yap\u0131lm\u0131\u015f d\u00fczenlemeler hen\u00fcz yoktur.<\/p><p>Hesap verebilirlik sadece mahkemede ger\u00e7ekle\u015fmez. \u015eirketler ayn\u0131 zamanda yat\u0131r\u0131mc\u0131lar\u0131na ve m\u00fc\u015fterilerine de hesap verebilirdir, \u00e7\u00fcnk\u00fc bunlar sorumlu yapay zeka konusundaki \u00e7abalar\u0131 destekleyebilir. Dotan&#8217;a g\u00f6re, &#8220;\u0130nsanlar yapay zeka sorumlulu\u011fundan bahsettiklerinde genellikle yapay zeka geli\u015ftiren teknoloji \u015firketlerinin sorumlulu\u011fundan bahsederler. Ancak ben bunu daha geni\u015f, toplumsal bir sorumluluk olarak d\u00fc\u015f\u00fcn\u00fcyorum. \u00c7\u00fcnk\u00fc bahisler ger\u00e7ekten \u00e7ok y\u00fcksek,&#8221; diyor ve ekliyor: &#8220;AI geli\u015ftiren \u015firketler elbette sorumludur. Ancak onlar\u0131 destekleyen herkes de sorumluluk payla\u015f\u0131r. Yat\u0131r\u0131mc\u0131lar, sigorta \u015firketleri, al\u0131c\u0131lar ve ayn\u0131 zamanda son kullan\u0131c\u0131lar. Ger\u00e7ekten herkesi i\u00e7eren bir \u015fey.&#8221;<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b07b613 elementor-widget elementor-widget-image\" data-id=\"b07b613\" 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=\"561\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Uretken-Yapay-Zekalar-Mevcut-ve-Gelecekteki-Egilimleri-1024x682.png\" class=\"attachment-large size-large wp-image-5211\" alt=\"\u00dcretken Yapay Zekalar: Mevcut ve Gelecekteki E\u011filimleri\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Uretken-Yapay-Zekalar-Mevcut-ve-Gelecekteki-Egilimleri-1024x682.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Uretken-Yapay-Zekalar-Mevcut-ve-Gelecekteki-Egilimleri-300x200.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Uretken-Yapay-Zekalar-Mevcut-ve-Gelecekteki-Egilimleri-768x512.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Uretken-Yapay-Zekalar-Mevcut-ve-Gelecekteki-Egilimleri-18x12.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Uretken-Yapay-Zekalar-Mevcut-ve-Gelecekteki-Egilimleri.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 Zekalar: Mevcut ve Gelecekteki E\u011filimleri<\/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-7399610 elementor-widget elementor-widget-heading\" data-id=\"7399610\" 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\">Sorumlu Yapay Zeka'n\u0131n Faydalar\u0131\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9da0851 elementor-widget elementor-widget-text-editor\" data-id=\"9da0851\" 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>Sorumlu bir yapay zeka \u00e7er\u00e7evesi olu\u015fturmak \u00e7ok \u00e7al\u0131\u015fma gerektirir ve bir yapay zeka modelinin bir sorumluluk a\u00e7\u0131s\u0131ndan iyi performans g\u00f6sterip g\u00f6stermedi\u011fini \u00f6l\u00e7mek ve g\u00f6stermek zor olabilir. Ancak iyi bir \u015fekilde yap\u0131ld\u0131\u011f\u0131nda, Sorumlu Yapay Zeka&#8217;n\u0131n bir\u00e7ok faydas\u0131 vard\u0131r.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa5c7fc elementor-widget elementor-widget-heading\" data-id=\"fa5c7fc\" 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\">Uyum Sa\u011flamaya Yarar<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e832218 elementor-widget elementor-widget-text-editor\" data-id=\"e832218\" 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>Sorumlu Yapay Zeka, veri toplama, saklama ve kullanma konusunda yasalar\u0131n s\u0131n\u0131rlar\u0131n\u0131 a\u015fmamay\u0131 te\u015fvik eden gizlilik ve g\u00fcvenli\u011fi destekler, b\u00f6ylece \u015firketler verilerle ilgili yasal d\u00fczenlemelere uyduklar\u0131ndan emin olabilirler. Politikac\u0131lar, insan haklar\u0131 \u00f6rg\u00fctleri ve teknoloji yenilik\u00e7ileri, gelecekte yapay zeka \u00fcr\u00fcnlerinin yap\u0131m\u0131 konusunda daha fazla federal denetim olas\u0131l\u0131\u011f\u0131na i\u015faret ederek daha a\u00e7\u0131k\u00e7a belirtilmi\u015f yapay zeka d\u00fczenlemelerini talep ediyorlar. Avrupa Birli\u011fi son zamanlarda, yapay zeka sistemi taraf\u0131ndan zarar g\u00f6ren \u00f6zel vatanda\u015flar\u0131n ve \u015firketlerin maddi zararlar i\u00e7in dava a\u00e7ma hakk\u0131na sahip olacaklar\u0131 bir yasa tasar\u0131s\u0131 \u00f6nerdi, bu da geli\u015ftiricileri yasal olarak sorumlu tutuyor. ABD&#8217;de ise Biden y\u00f6netimi 2022 y\u0131l\u0131nda bir yapay zeka Haklar Bildirgesi olu\u015fturmay\u0131 taahh\u00fct etti, bu da yapay zeka taraf\u0131ndan zarar g\u00f6ren herkesin tazminat talep etme hakk\u0131na sahip olmas\u0131n\u0131 sa\u011flayacakt\u0131r. Bu t\u00fcr d\u00fczenlemeler, Sorumlu Yapay Zeka&#8217;n\u0131n \u00f6nemini daha da vurgulamaktad\u0131r.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45c47ed elementor-widget elementor-widget-heading\" data-id=\"45c47ed\" 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\">Daha \u0130yi Toplumsal Kabul ve M\u00fc\u015fteri G\u00fcveni\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8046b3a elementor-widget elementor-widget-text-editor\" data-id=\"8046b3a\" 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>Sorumlu Yapay Zeka uygulayan \u015firketler, daha \u015feffaf ve adil bir \u015fekilde \u00e7al\u0131\u015ft\u0131klar\u0131n\u0131 g\u00f6sterirlerse, t\u00fcketicilerin ve toplumun yapay zekaya daha fazla g\u00fcven duymas\u0131na yard\u0131mc\u0131 olabilirler. Bu da \u00fcr\u00fcnlerini daha iyi kabul edilebilir ve daha ba\u015far\u0131l\u0131 hale getirebilir. Ayr\u0131ca, adil ve \u015feffaf bir \u015fekilde \u00e7al\u0131\u015fan yapay zeka sistemleri, toplumsal olumsuz tepkilere yol a\u00e7ma olas\u0131l\u0131\u011f\u0131n\u0131 azaltabilir ve olumlu bir kamu imaj\u0131 olu\u015fturabilir.<\/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-9ee342c elementor-widget elementor-widget-heading\" data-id=\"9ee342c\" 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\">Daha \u0130yi \u0130\u015f Sonu\u00e7lar\u0131\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-83c6e1b elementor-widget elementor-widget-text-editor\" data-id=\"83c6e1b\" 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>Sorumlu Yapay Zeka uygulamalar\u0131, i\u015f sonu\u00e7lar\u0131n\u0131 iyile\u015ftirebilir. Daha adil ve \u015feffaf bir \u015fekilde \u00e7al\u0131\u015fan yapay zeka sistemleri, i\u015flerin daha az hata yapmas\u0131na ve daha az yanl\u0131\u015f pozitif veya yanl\u0131\u015f negatif sonu\u00e7 \u00fcretmesine yard\u0131mc\u0131 olabilir. Bu da i\u015f s\u00fcre\u00e7lerini daha verimli hale getirebilir ve i\u015fletmelerin maliyetlerini azaltabilir.<\/p><p>\u00d6zetle, Sorumlu Yapay Zeka, yapay zekan\u0131n etik, hukuki ve toplumsal sorumluluklar\u0131n\u0131 yerine getirmeyi ama\u00e7layan bir \u00e7er\u00e7eve ve yakla\u015f\u0131md\u0131r. Bu, yapay zeka sistemlerinin veri gizlili\u011fi, \u00f6nyarg\u0131, a\u00e7\u0131klanabilirlik ve di\u011fer \u00f6nemli etik ve yasal konular\u0131 ele almas\u0131n\u0131 sa\u011flar. Bu yakla\u015f\u0131m, hem \u015firketlerin hem de toplumun yapay zeka teknolojisini daha g\u00fcvenli ve daha adil bir \u015fekilde benimsemelerini sa\u011flayabilir.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e6572c5 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e6572c5\" 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-9d0e2d6\" data-id=\"9d0e2d6\" 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-31d54c9 elementor-widget elementor-widget-image\" data-id=\"31d54c9\" 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-98acdc6 elementor-widget elementor-widget-heading\" data-id=\"98acdc6\" 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-50151df elementor-widget elementor-widget-heading\" data-id=\"50151df\" 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-922580b elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"922580b\" 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-ef23ae5\" data-id=\"ef23ae5\" 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-ebfa472 elementor-widget elementor-widget-heading\" data-id=\"ebfa472\" 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-71c6eee premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"71c6eee\" 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=\"5589\">\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>Sorumlu Yapay Zeka Nedir? Sorumlu Yapay Zeka, yapay zekan\u0131n etik ve yasal bir \u015fekilde geli\u015ftirilip uygulanmas\u0131n\u0131 sa\u011flamak i\u00e7in kullan\u0131lan bir dizi uygulama ve y\u00f6ntemler b\u00fct\u00fcn\u00fcd\u00fcr.&hellip;<\/p>","protected":false},"author":1,"featured_media":5594,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[104,17],"class_list":["post-5589","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-sorumlu-yapay-zeka","tag-yapay-zeka"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5589","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=5589"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5589\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/5594"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=5589"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=5589"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=5589"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}