{"id":6240,"date":"2024-01-29T06:06:08","date_gmt":"2024-01-29T06:06:08","guid":{"rendered":"https:\/\/aix.web.tr\/?p=6240"},"modified":"2024-01-29T06:06:11","modified_gmt":"2024-01-29T06:06:11","slug":"uretken-yapay-zeka-2024te-kodlamada-nasil-bir-rol-oynamali","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/uretken-yapay-zeka-2024te-kodlamada-nasil-bir-rol-oynamali\/","title":{"rendered":"\u00dcretken Yapay Zeka 2024&#8217;te Kodlamada Nas\u0131l Bir Rol Oynamal\u0131?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6240\" class=\"elementor elementor-6240\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ceb07a9 elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ceb07a9\" data-element_type=\"section\" data-e-type=\"section\" 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data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;slideshow&quot;,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:531,&quot;url&quot;:&quot;http:\\\/\\\/www.aix.web.tr\\\/wp-content\\\/uploads\\\/2019\\\/12\\\/ezgif.com-video-to-gif-1.gif&quot;}],&quot;shape_divider_bottom&quot;:&quot;mountains&quot;,&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" opacity=\"0.33\" d=\"M473,67.3c-203.9,88.3-263.1-34-320.3,0C66,119.1,0,59.7,0,59.7V0h1000v59.7 c0,0-62.1,26.1-94.9,29.3c-32.8,3.3-62.8-12.3-75.8-22.1C806,49.6,745.3,8.7,694.9,4.7S492.4,59,473,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" opacity=\"0.66\" d=\"M734,67.3c-45.5,0-77.2-23.2-129.1-39.1c-28.6-8.7-150.3-10.1-254,39.1 s-91.7-34.4-149.2,0C115.7,118.3,0,39.8,0,39.8V0h1000v36.5c0,0-28.2-18.5-92.1-18.5C810.2,18.1,775.7,67.3,734,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M766.1,28.9c-200-57.5-266,65.5-395.1,19.5C242,1.8,242,5.4,184.8,20.6C128,35.8,132.3,44.9,89.9,52.5C28.6,63.7,0,0,0,0 h1000c0,0-9.9,40.9-83.6,48.1S829.6,47,766.1,28.9z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0a8498f\" data-id=\"0a8498f\" 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-1d1ab98 elementor-widget elementor-widget-heading\" data-id=\"1d1ab98\" 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\">\u00dcretken Yapay Zeka 2024'te Kodlamada Nas\u0131l Bir Rol Oynamal\u0131?<\/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-84beb29 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"84beb29\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6fbeae7\" data-id=\"6fbeae7\" 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-fc7c782 elementor-widget elementor-widget-text-editor\" data-id=\"fc7c782\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"flex-1 overflow-hidden\"><div class=\"react-scroll-to-bottom--css-fumkx-79elbk h-full\"><div class=\"react-scroll-to-bottom--css-fumkx-1n7m0yu\"><div class=\"flex flex-col text-sm gizmo:pb-9 dark:bg-gray-800 gizmo:dark:bg-transparent\"><div class=\"w-full text-token-text-primary border-b border-black\/10 gizmo:border-0 dark:border-gray-900\/50 gizmo:dark:border-0 bg-gray-50 gizmo:bg-transparent dark:bg-[#444654] gizmo:dark:bg-transparent\" data-testid=\"conversation-turn-3\"><div class=\"p-4 gizmo:py-2 justify-center text-base md:gap-6 md:py-6 m-auto\"><div class=\"flex flex-1 gap-4 text-base mx-auto md:gap-6 gizmo:gap-3 gizmo:md:px-5 gizmo:lg:px-1 gizmo:xl:px-5 md:max-w-2xl lg:max-w-[38rem] gizmo:md:max-w-3xl gizmo:lg:max-w-[40rem] gizmo:xl:max-w-[48rem] xl:max-w-3xl } group final-completion\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gizmo:w-full lg:w-[calc(100%-115px)] agent-turn\"><div class=\"flex-col gap-1 md:gap-3\"><div class=\"flex flex-grow flex-col max-w-full gap-3 gizmo:gap-0\"><div class=\"min-h-[20px] text-message flex flex-col items-start gap-3 whitespace-pre-wrap break-words [.text-message+&amp;]:mt-5 overflow-x-auto\" data-message-author-role=\"assistant\" data-message-id=\"fbaab8fa-3489-4c21-88b5-706277815ba2\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>2024&#8217;te \u00fcretken <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">yapay zeka<\/a> hakk\u0131ndaki konu\u015fmalar\u0131n yava\u015flad\u0131\u011f\u0131na dair d\u00fc\u015f\u00fcnceleriniz varsa, maalesef k\u00f6t\u00fc haberlerim var. Yapay zeka konusunda rotay\u0131 de\u011fi\u015ftiren kimse yok gibi g\u00f6r\u00fcn\u00fcyor. Bu teknoloji burada kalacak ve bizim onunla ba\u015fa \u00e7\u0131kmam\u0131z gerekiyor. Bu ger\u00e7e\u011fi g\u00fcn\u00fcm\u00fcz yaz\u0131l\u0131m geli\u015ftiricilerinin \u00e7o\u011fu zaten biliyor.<\/p><p>Ancak, yapay zeka geli\u015ftiricilerle olan i\u015fbirli\u011fi her zaman sorunsuz olmuyor.<\/p><p>2024&#8217;te kar\u015f\u0131la\u015fabilecekleri en b\u00fcy\u00fck zorluklardan biri, k\u00f6t\u00fc \u00fcretken yapay zeka al\u0131\u015fkanl\u0131klar\u0131na y\u00f6nelerek kendilerini daha k\u00f6t\u00fc programc\u0131lara d\u00f6n\u00fc\u015ft\u00fcrmekten nas\u0131l ka\u00e7\u0131nacaklar\u0131d\u0131r. Bu konuda at\u0131lacak ilk ad\u0131m, geni\u015f ama\u00e7l\u0131 b\u00fcy\u00fck dil modellerinden (LLM) &#8220;b\u00fcy\u00fck&#8221; olan\u0131 \u00e7\u0131karmakt\u0131r. \u00c7\u00fcnk\u00fc ciddi ve hassas ticari i\u015fletme kodlamas\u0131 i\u00e7in bu t\u00fcr geni\u015f LLM&#8217;ler biraz fazla b\u00fcy\u00fcyebilir.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2555056 elementor-widget elementor-widget-image\" data-id=\"2555056\" 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=\"704\" height=\"396\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/01\/Uretken-Yapay-Zeka-2024te-Kodlamada-Nasil-Bir-Rol-Oynamali.jpg\" class=\"attachment-large size-large wp-image-6241\" alt=\"\u00dcretken Yapay Zeka 2024&#039;te Kodlamada Nas\u0131l Bir Rol Oynamal\u0131?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/01\/Uretken-Yapay-Zeka-2024te-Kodlamada-Nasil-Bir-Rol-Oynamali.jpg 704w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/01\/Uretken-Yapay-Zeka-2024te-Kodlamada-Nasil-Bir-Rol-Oynamali-300x169.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/01\/Uretken-Yapay-Zeka-2024te-Kodlamada-Nasil-Bir-Rol-Oynamali-18x10.jpg 18w\" sizes=\"(max-width: 704px) 100vw, 704px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\u00dcretken Yapay Zeka 2024'te Kodlamada Nas\u0131l Bir Rol Oynamal\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-7f390d4 elementor-widget elementor-widget-heading\" data-id=\"7f390d4\" 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\">LLM'ler Kodlama \u0130\u00e7in \u00c7ok B\u00fcy\u00fck Hale Geldi\u011finde\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f0e80e elementor-widget elementor-widget-text-editor\" data-id=\"2f0e80e\" 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><a href=\"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3442188.3445922\" target=\"_blank\" rel=\"noopener\">Washington \u00dcniversitesi&#8217;nden ara\u015ft\u0131rmac\u0131lar<\/a>, y\u0131llar \u00f6nce LLM&#8217;lerin b\u00fcy\u00fckl\u00fc\u011f\u00fcn\u00fc sorgulam\u0131\u015flard\u0131. Ancak, GPT-4 gibi LLM programlar\u0131n\u0131n programc\u0131lar\u0131 daha verimli hale getirme vaadi, pek \u00e7ok ki\u015finin ilgisini \u00e7ekebilir. Daha h\u0131zl\u0131 bir pazara \u00e7\u0131k\u0131\u015f s\u00fcresi kimin i\u00e7in cazip olabilir ki? Geli\u015ftiricilerin kendilerini kodlay\u0131c\u0131lardan ziyade mimarlara d\u00f6n\u00fc\u015ft\u00fcrme d\u00fc\u015f\u00fcncesi olduk\u00e7a umut verici. Ayr\u0131ca, ChatGPT gibi ara\u00e7lar, gen\u00e7 kodlay\u0131c\u0131lara programlaman\u0131n temellerini \u00f6\u011frenmelerinde harika mentorluk yapabilirler.<\/p><p>Ancak t\u00fcm bu avantajlara ra\u011fmen, g\u00fcn\u00fcm\u00fczdeki ana ak\u0131m b\u00fcy\u00fck dil modelleri, dijital s\u00fcp\u00fcrgeler gibi web \u00fczerindeki hemen hemen her \u015feyi d\u00fc\u015f\u00fcnmeden emen devasa varl\u0131klard\u0131r. Veri kaynaklar\u0131 konusunda tamamen \u015feffaf de\u011filler ve bu da b\u00fcy\u00fck bir g\u00fcven sorununa yol a\u00e7\u0131yor. Bir modelin verilerinin nereden geldi\u011fini bilmemek, telif hakk\u0131yla korunan bir kodla kar\u015f\u0131la\u015fma veya kodun ba\u015flang\u0131\u00e7ta kaliteli olup olmad\u0131\u011f\u0131n\u0131 anlama riskini art\u0131r\u0131r.<\/p><p>\u00d6rne\u011fin, \u015firketinizin Wi-Fi \u00f6zellikli bir kahve makinesini piyasaya s\u00fcrd\u00fc\u011f\u00fcn\u00fc ve alt\u0131 ay sonra olu\u015fturulan kodun, ba\u015fka bir kurulu\u015fun telif hakk\u0131yla korunan koduna \u00e7ok benzedi\u011fini (tamamen ayn\u0131 olmasa da) \u00f6\u011frenmek istemezsiniz. Bu durum, insanlar s\u0131f\u0131rdan kod yazd\u0131\u011f\u0131nda do\u011fal olarak ortaya \u00e7\u0131kabilir, ancak GenAI gibi kullan\u0131ld\u0131\u011f\u0131nda bu risk daha da artar. Y\u00fczde 1 bile \u015f\u00fcpheliyse, bu endi\u015fe verici bir durumdur. \u00dcr\u00fcn\u00fcn\u00fcz\u00fcn kablosuz g\u00fcncelleme \u00f6zelli\u011fi yoksa, geri \u00e7a\u011f\u0131rman\u0131z gerekebilir &#8211; ki bu hi\u00e7 kimse i\u00e7in iyi bir g\u00fcn de\u011fildir.<\/p><p>Bu ger\u00e7ekle kar\u015f\u0131 kar\u015f\u0131ya kald\u0131\u011f\u0131m\u0131zda, \u00fcretken yapay zeka geli\u015fiminden kaynaklanan sorunlar\u0131 i\u015fletmelere y\u00fckleyemeyiz. <a href=\"https:\/\/techcrunch.com\/2024\/01\/11\/generative-ai-enterprise-not-home-run\/?guccounter=1&amp;guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&amp;guce_referrer_sig=AQAAAG8oOHSCqfrOslfPZTfk4r84YVfQNHfvJmStuNDmIyktIOzp-c42MVzo7LiNuSE4fvSueAQSfpqTz6RF3pXSUyoms8h8bwKoqD3ED69kPnsuVh-4J0hI1-sgsnGoNO6wJlC2NrPu5Ra4bwnOaeM_Nh0jDrLY-3ZrJL_bwjhl5Plk\" target=\"_blank\" rel=\"noopener\">Boston Consulting Group&#8217;un yak\u0131n tarihli bir anketine g\u00f6re<\/a>, \u00fcst d\u00fczey y\u00f6neticilerin yakla\u015f\u0131k \u00fc\u00e7te ikisi GenAI&#8217;dan pek memnun de\u011fil. Qt ile birlikte \u00e7al\u0131\u015ft\u0131\u011f\u0131m\u0131z m\u00fc\u015fterilerle yapt\u0131\u011f\u0131m g\u00f6r\u00fc\u015fmelerde, bir\u00e7ok ki\u015finin \u00fcr\u00fcnlerini kapal\u0131 kaynakl\u0131 GenAI asistanlar\u0131yla olu\u015fturman\u0131n getirdi\u011fi endi\u015feleri dile getirdi\u011fini duyuyorum. Modeller, geli\u015ftirme ekiplerine sohbet robotlar\u0131 i\u00e7in \u00f6zel ve kaliteli yan\u0131tlar sunmak konusunda eksik kalabiliyor.<\/p><p>Bu sorunlar\u0131 \u00e7\u00f6zmek i\u00e7in baz\u0131lar\u0131 h\u0131zl\u0131 m\u00fchendislik yoluna ba\u015fvurdu, ancak bu tek ge\u00e7erli se\u00e7enek de\u011fil. H\u0131zl\u0131 m\u00fchendislik, s\u0131k\u0131c\u0131 ve zaman al\u0131c\u0131 bir s\u00fcre\u00e7tir. Ayr\u0131ca, \u00f6zel bir h\u0131zl\u0131 m\u00fchendisin maliyeti, sa\u011flad\u0131\u011f\u0131 faydalardan daha a\u011f\u0131r basabilir; ge\u00e7en y\u0131l baz\u0131lar\u0131n\u0131n maa\u015flar\u0131n\u0131n 300.000 dolara kadar \u00e7\u0131kt\u0131\u011f\u0131 bildirildi.<\/p><p>Hay\u0131r, daha uygun maliyetli bir \u00e7\u00f6z\u00fcm var ve cevap daha \u00f6zel modellerde yat\u0131yor.<\/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-e37ee16 elementor-widget elementor-widget-heading\" data-id=\"e37ee16\" 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\">Kodlay\u0131c\u0131lar Yapay Zeka Yard\u0131m\u0131 \u0130\u00e7in Daha K\u00fc\u00e7\u00fck Modellere Bakmal\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-141359b elementor-widget elementor-widget-text-editor\" data-id=\"141359b\" 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 destekli kod olu\u015fturman\u0131n ba\u015far\u0131s\u0131n\u0131n sadece b\u00fcy\u00fck dil modellerine ba\u011fl\u0131 olmad\u0131\u011f\u0131n\u0131 g\u00f6rmekteyiz. Kodlama alan\u0131nda uzmanla\u015fm\u0131\u015f, daha k\u00fc\u00e7\u00fck ve odakl\u0131 dil modellerine y\u00f6nelik ilgi artmaktad\u0131r ve bunun nedeni, sadece daha etkili olmalar\u0131d\u0131r.<\/p><p>Zaten BigCode, Codegen, CodeAlpaca, Codeium ve StarCoder gibi bir\u00e7ok se\u00e7enek mevcut. \u00d6zellikle StarCoder, boyutu ne kadar k\u00fc\u00e7\u00fck olursa olsun, PaLM, LaMDA ve LLaMA gibi daha b\u00fcy\u00fck modellerden daha iyi performans g\u00f6sterdi\u011fi sonu\u00e7lar\u0131n kalitesi ve uygunlu\u011fu a\u00e7\u0131s\u0131ndan dikkat \u00e7ekmi\u015ftir. Daha k\u00fc\u00e7\u00fck bir modelin \u00f6zel olarak kodlama i\u00e7in tasarlanm\u0131\u015f olmas\u0131, genelde daha b\u00fcy\u00fck ve yayg\u0131n olan modellerden daha iyi performans sergilemesini \u015fa\u015f\u0131rt\u0131c\u0131 k\u0131lar.<\/p><p>Daha fazla sat\u0131c\u0131n\u0131n, t\u0131p teknolojisinden <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ve-finans\/\">finans<\/a> ve bankac\u0131l\u0131\u011fa kadar \u00e7e\u015fitli end\u00fcstrilerde rekabet etmek i\u00e7in bu k\u00fc\u00e7\u00fck, odakl\u0131 modelleri olu\u015fturarak b\u00fcy\u00fck dil modeli \u015firketleriyle m\u00fccadele etmeye \u00e7al\u0131\u015ft\u0131\u011f\u0131 g\u00f6r\u00fcl\u00fcyor. Ancak bu modellerin OpenAI&#8217;nin sunduklar\u0131 kadar etkili olup olmayaca\u011f\u0131 konusu tart\u0131\u015fmal\u0131.<\/p><p>Kodlay\u0131c\u0131lar a\u00e7\u0131s\u0131ndan bak\u0131ld\u0131\u011f\u0131nda, daha k\u00fc\u00e7\u00fck boyutlu ve odakl\u0131 modellerin kullan\u0131lmas\u0131, g\u00fcvenli\u011fi art\u0131rabilir ve hassas verilerin s\u0131zmas\u0131n\u0131 \u00f6nleyebilir. Bu, gereksiz bilgilerle dolu LLM ger\u00e7ekten gerekli olup olmad\u0131\u011f\u0131 gibi, kod yazarken faydal\u0131 olmayan bilgilerle dolu e\u011fitimlere ger\u00e7ekten ihtiya\u00e7 olup olmad\u0131\u011f\u0131n\u0131 d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcm\u00fcz gibi mant\u0131kl\u0131 bir d\u00fc\u015f\u00fcnce.<\/p><p>Hyper b\u00fcy\u00fck dil modelleri, \u00f6zellikle OpenAI&#8217;nin GPT-4 gibi, teknik dan\u0131\u015fmanl\u0131k sa\u011flamak konusunda m\u00fckemmel olabilir. Ancak bu tavsiyeler do\u011frudan \u00fcretim kodunuza entegre edilmez. M\u00fc\u015fterilere g\u00f6nderece\u011finiz kodu olu\u015fturmak i\u00e7in, \u00f6nceden ayarlanm\u0131\u015f ve ince ayarlar\u0131 yap\u0131lm\u0131\u015f, \u00f6zel ve daha k\u00fc\u00e7\u00fck modelleri tercih etmek isteyebilirsiniz.<\/p><p>Bu nedenle, 2024&#8217;\u00fcn geli\u015ftiricilerin hangi dil modelini kullanacaklar\u0131na dair kararlar\u0131n\u0131 dikkatlice inceleyecekleri bir y\u0131l olaca\u011f\u0131n\u0131 s\u00f6ylemek m\u00fcmk\u00fcn. Bu durumda, DevOps ekiplerinin, varsay\u0131lan olarak en g\u00f6r\u00fcn\u00fcr olanlara de\u011fil, piyasadaki t\u00fcm se\u00e7eneklere kapsaml\u0131 bir \u015fekilde g\u00f6z atmalar\u0131 daha iyi olacakt\u0131r. Veri havuzu ne kadar k\u00fc\u00e7\u00fckse, kodlama \u00e7al\u0131\u015fmas\u0131yla ilgili bilgileri saklamak o kadar kolay ve modelin e\u011fitimi de o kadar ekonomik olacakt\u0131r. Daha k\u00fc\u00e7\u00fck dil modellerinin y\u00fckseli\u015fi, LLM sa\u011flay\u0131c\u0131lar\u0131n\u0131 \u015feffafl\u0131\u011f\u0131 art\u0131rmaya te\u015fvik edebilir.<\/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-1e86ebd elementor-widget elementor-widget-image\" data-id=\"1e86ebd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"843\" height=\"443\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/01\/Buyuk-Dil-Modeli-LLM-Nedir-1024x538.png\" class=\"attachment-large size-large wp-image-6226\" alt=\"B\u00fcy\u00fck Dil Modeli (LLM) Nedir?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/01\/Buyuk-Dil-Modeli-LLM-Nedir-1024x538.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/01\/Buyuk-Dil-Modeli-LLM-Nedir-300x158.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/01\/Buyuk-Dil-Modeli-LLM-Nedir-768x403.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/01\/Buyuk-Dil-Modeli-LLM-Nedir-18x9.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/01\/Buyuk-Dil-Modeli-LLM-Nedir.png 1110w\" 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\">B\u00fcy\u00fck Dil Modeli (LLM) 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-a8d0974 elementor-widget elementor-widget-heading\" data-id=\"a8d0974\" 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\">Arac\u0131 G\u00f6reve Uygun Hale Getirin\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a81f583 elementor-widget elementor-widget-text-editor\" data-id=\"a81f583\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Hi\u00e7bir \u00fcretken yapay zeka arac\u0131, \u00f6rne\u011fin ChatGPT gibi, ger\u00e7ek programc\u0131lar\u0131n yerini alamaz; b\u00fcy\u00fck miktardaki kodu kusursuz bir \u00e7\u00f6z\u00fcm olarak i\u015fletme konusunda g\u00fcvenilirlikleri s\u0131n\u0131rl\u0131d\u0131r.<\/p><p>Bu durum, GenAI&#8217;n\u0131n DevOps ortam\u0131n\u0131 ilerleyen y\u0131llarda de\u011fi\u015ftirmeyecek anlam\u0131na gelmez, ancak GenAI&#8217;n\u0131n insan denetimi ihtiyac\u0131n\u0131 ortadan kald\u0131rmad\u0131\u011f\u0131 bir gelece\u011fe hen\u00fcz ula\u015fmad\u0131\u011f\u0131m\u0131z anlam\u0131na gelir. Geli\u015ftiriciler, her zaman her kod sat\u0131r\u0131na kendileri taraf\u0131ndan yaz\u0131lm\u0131\u015f gibi yakla\u015fmal\u0131 ve meslekta\u015flar\u0131na, &#8220;Bu iyi bir kod mu, yoksa k\u00f6t\u00fc bir kod mu?&#8221; sorusunu sormaya devam etmelidir.<\/p><p>Ancak, d\u00fcnya genelindeki artan yaz\u0131l\u0131m taleplerini kar\u015f\u0131lamak i\u00e7in ka\u00e7\u0131n\u0131lmaz olarak yapay zekayla daha yak\u0131n i\u015fbirli\u011fi yapmam\u0131z gerekti\u011finden, en az\u0131ndan yapay zekan\u0131n geli\u015ftiriciler i\u00e7in bir yard\u0131mc\u0131 olarak i\u015flev g\u00f6rd\u00fc\u011f\u00fcnden emin olmal\u0131y\u0131z, tersi de\u011fil. Ve bazen, en b\u00fcy\u00fck veya en pop\u00fcler olan de\u011fil, mevcut kodlama g\u00f6revine en uygun olan bir Dil Modeli aramak anlam\u0131na gelebilir.<\/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-023fc77 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"023fc77\" 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-637cb18\" data-id=\"637cb18\" 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-5b3f2e7 elementor-widget elementor-widget-image\" data-id=\"5b3f2e7\" 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-b7c6231 elementor-widget elementor-widget-heading\" data-id=\"b7c6231\" 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-6544b91 elementor-widget elementor-widget-heading\" data-id=\"6544b91\" 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-18bbd39 elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"18bbd39\" 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-dea8134\" data-id=\"dea8134\" 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-6cc9bd5 elementor-widget elementor-widget-heading\" data-id=\"6cc9bd5\" 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-21a3572 premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"21a3572\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;premium_blog_columns_number&quot;:&quot;33.33%&quot;,&quot;premium_blog_grid&quot;:&quot;yes&quot;,&quot;premium_blog_layout&quot;:&quot;even&quot;,&quot;premium_blog_columns_number_tablet&quot;:&quot;50%&quot;,&quot;premium_blog_columns_number_mobile&quot;:&quot;100%&quot;}\" data-widget_type=\"premium-addon-blog.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\r\n\t\t\r\n\r\n\t\t\t\t<div class=\"premium-blog-wrap  premium-blog-even\" data-page=\"6240\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\r\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\r\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\r\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg\" class=\"attachment-medium size-medium wp-image-6899\" alt=\"ChatGPT&#039;den Claude&#039;a Neden Ge\u00e7iliyor?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1024x538.jpeg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-768x403.jpeg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1536x806.jpeg 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-2048x1075.jpeg 2048w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-18x9.jpeg 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\r\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\"><\/a>\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\r\n\r\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\r\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\">\r\n\t\t\t\tChatGPT&#8217;den Claude&#8217;a Neden Ge\u00e7iliyor?\t\t\t<\/a>\r\n\t\t<\/p>\r\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\r\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\r\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\r\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\r\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png\" class=\"attachment-medium size-medium wp-image-6890\" alt=\"Google Gemini Nedir Kapsaml\u0131 Rehber ve \u00d6zellikler\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-768x429.png 768w, 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Kapsaml\u0131 Rehber ve \u00d6zellikler\t\t\t<\/a>\r\n\t\t<\/p>\r\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\r\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\r\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\r\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\r\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png\" class=\"attachment-medium size-medium wp-image-6883\" alt=\"Yapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor Stratejik G\u00fc\u00e7 Sava\u015f\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\r\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\"><\/a>\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\r\n\r\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\r\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\">\r\n\t\t\t\tYapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor? Stratejik G\u00fc\u00e7 Sava\u015f\u0131\t\t\t<\/a>\r\n\t\t<\/p>\r\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\r\n\t\t\r\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u00dcretken Yapay Zeka 2024&#8217;te Kodlamada Nas\u0131l Bir Rol Oynamal\u0131? 2024&#8217;te \u00fcretken yapay zeka hakk\u0131ndaki konu\u015fmalar\u0131n yava\u015flad\u0131\u011f\u0131na dair d\u00fc\u015f\u00fcnceleriniz varsa, maalesef k\u00f6t\u00fc haberlerim var. Yapay zeka&hellip;<\/p>","protected":false},"author":1,"featured_media":6241,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[94,17,7],"class_list":["post-6240","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-uretken-yapay-zeka","tag-yapay-zeka","tag-yapay-zeka-arastirma"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/6240","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=6240"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/6240\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/6241"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=6240"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=6240"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=6240"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}