{"id":6398,"date":"2024-03-01T07:00:05","date_gmt":"2024-03-01T07:00:05","guid":{"rendered":"https:\/\/aix.web.tr\/?p=6398"},"modified":"2024-03-01T07:00:06","modified_gmt":"2024-03-01T07:00:06","slug":"yapay-zeka-olusturmali-mi-yoksa-satin-mi-almalisiniz","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/yapay-zeka-olusturmali-mi-yoksa-satin-mi-almalisiniz\/","title":{"rendered":"Yapay Zeka Olu\u015fturmal\u0131 M\u0131 Yoksa Sat\u0131n M\u0131 Almal\u0131s\u0131n\u0131z?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6398\" class=\"elementor elementor-6398\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ea019e2 elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ea019e2\" 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-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8efed72\" data-id=\"8efed72\" 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-4079904 elementor-widget elementor-widget-shortcode\" data-id=\"4079904\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1494\" class=\"elementor elementor-1494\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6a0c6bf elementor-section-height-min-height elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"6a0c6bf\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\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-33 elementor-top-column elementor-element elementor-element-0f33f4b\" data-id=\"0f33f4b\" 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-e3797c5 elementor-icon-list--layout-inline elementor-align-center animated-slow elementor-list-item-link-full_width elementor-invisible elementor-widget elementor-widget-icon-list\" data-id=\"e3797c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">ANA SAYFA<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/hakkimizda\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">HAKKIMIZDA<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/arastirmalar\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">ARA\u015eTIRMALAR<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/blog\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">BLOG 4.0<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-ea69513\" data-id=\"ea69513\" 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-bff95a7 animated-slow elementor-invisible elementor-widget elementor-widget-image\" data-id=\"bff95a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;}\" 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\/\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1667\" height=\"790\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo.png\" class=\"attachment-full size-full wp-image-3104\" alt=\"Aix Logo\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo.png 1667w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-300x142.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-1024x485.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-768x364.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-1536x728.png 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-18x9.png 18w\" 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class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/ders\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">DERS<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/konusmalar\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">KONU\u015eMALAR<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/iletisim\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0130LET\u0130\u015e\u0130M<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/basvuru\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">EK\u0130BE KATIL<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c371d81 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c371d81\" data-element_type=\"section\" data-e-type=\"section\" 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-b552f3d\" data-id=\"b552f3d\" 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-c7f2e16 elementor-widget elementor-widget-heading\" data-id=\"c7f2e16\" 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 Olu\u015fturmal\u0131 M\u0131 Yoksa Sat\u0131n M\u0131 Almal\u0131s\u0131n\u0131z?<\/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-ff6f5a9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ff6f5a9\" 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-e441d8d\" data-id=\"e441d8d\" 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-aea36b6 elementor-widget elementor-widget-text-editor\" data-id=\"aea36b6\" 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>\u015eu anda \u015firketler, geleceklerini belirleyecek \u00f6nemli bir karar noktas\u0131nda bulunmaktad\u0131r: ya \u00f6zel bir \u00fcretken <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">yapay zeka<\/a> \u00e7\u00f6z\u00fcm\u00fc olu\u015fturacaklar ya da mevcut bir \u00e7\u00f6z\u00fcm\u00fc benimseyecekler.<\/p><p>Bu karar\u0131n \u00e7e\u015fitli sekt\u00f6rlerdeki \u015firketleri etkilemesi beklenmektedir. Meta ve Google gibi teknoloji devleri, i\u00e7 ve d\u0131\u015f yapay zeka ara\u015ft\u0131rmalar\u0131na yo\u011fun yat\u0131r\u0131m yaparak yenilik\u00e7i \u00e7\u00f6z\u00fcmler geli\u015ftirmekte ve temel modeller olu\u015fturmaktad\u0131r. Di\u011fer yandan, \u00e7o\u011fu i\u015fletme se\u00e7enekleri in\u015fa etmek (ince ayar) veya sat\u0131n almak (h\u0131zl\u0131 ayar) aras\u0131nda bir tercih yapmak zorundad\u0131r.<\/p><p>Maliyet, gereken veriler ve teknik zorluklar gibi fakt\u00f6rler, i\u015finiz \u00fczerinde \u00f6nemli bir etki yaratabilece\u011finden her birine ciddi bir de\u011fer verilmesi gerekmektedir. \u0130\u015fletmeler, kullan\u0131m durumunun genel bir modelin uygunsuz olaca\u011f\u0131 kadar ni\u015f olup olmad\u0131\u011f\u0131n\u0131 de\u011ferlendirmeli ve bir \u00e7\u00f6z\u00fcm sat\u0131n alman\u0131n rahatl\u0131\u011f\u0131n\u0131n, \u00f6zel bir yap\u0131n\u0131n g\u00fcvenlik ve hassasiyetinden daha a\u011f\u0131r bas\u0131p basmad\u0131\u011f\u0131n\u0131 d\u00fc\u015f\u00fcnmelidir.<\/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-df10c72 elementor-widget elementor-widget-image\" data-id=\"df10c72\" 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=\"473\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/03\/Yapay-Zeka-Olusturmali-Mi-Yoksa-Satin-Mi-Almalisiniz-1024x574.webp\" class=\"attachment-large size-large wp-image-6399\" alt=\"Yapay Zeka Olu\u015fturmal\u0131 M\u0131 Yoksa Sat\u0131n M\u0131 Almal\u0131s\u0131n\u0131z?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/03\/Yapay-Zeka-Olusturmali-Mi-Yoksa-Satin-Mi-Almalisiniz-1024x574.webp 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/03\/Yapay-Zeka-Olusturmali-Mi-Yoksa-Satin-Mi-Almalisiniz-300x168.webp 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/03\/Yapay-Zeka-Olusturmali-Mi-Yoksa-Satin-Mi-Almalisiniz-768x430.webp 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/03\/Yapay-Zeka-Olusturmali-Mi-Yoksa-Satin-Mi-Almalisiniz-1536x861.webp 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/03\/Yapay-Zeka-Olusturmali-Mi-Yoksa-Satin-Mi-Almalisiniz-2048x1148.webp 2048w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/03\/Yapay-Zeka-Olusturmali-Mi-Yoksa-Satin-Mi-Almalisiniz-18x10.webp 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 Olu\u015fturmal\u0131 M\u0131 Yoksa Sat\u0131n M\u0131 Almal\u0131s\u0131n\u0131z?<\/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-2b5392b elementor-widget elementor-widget-heading\" data-id=\"2b5392b\" 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\">Bir Yapay Zeka Modeli Nas\u0131l Olu\u015fturulur?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44d4276 elementor-widget elementor-widget-text-editor\" data-id=\"44d4276\" 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>2022&#8217;de model olu\u015fturmak, \u00f6zel i\u015f ihtiya\u00e7lar\u0131na uygun geni\u015f bir veri k\u00fcmesini bir araya getirme, b\u00fcy\u00fck bir model tasarlama, hiperparametre ayarlama ve geni\u015f bir GPU havuzunda uzun s\u00fcreli e\u011fitim gerektiren bir s\u00fcre\u00e7ti.<\/p><p>Bu s\u00fcre\u00e7 depolama, hesaplama ve zaman a\u00e7\u0131s\u0131ndan olduk\u00e7a maliyetli olabilir. \u00d6rne\u011fin, BLOOM adl\u0131 model, 384 GPU \u00fczerinde 350 milyar token ile \u00fc\u00e7 bu\u00e7uk ay boyunca e\u011fitildi. Ancak g\u00fcn\u00fcm\u00fczde e\u011fitim tekniklerindeki geli\u015fmeler, modelin en son teknolojiye sahip olmas\u0131n\u0131 sa\u011flarken ayn\u0131 zamanda parametre a\u00e7\u0131s\u0131ndan daha verimli hale getirilmesine imkan tan\u0131maktad\u0131r.<\/p><p>Bu teknikler, parametre alan\u0131n\u0131 azaltma, yaln\u0131zca yerle\u015ftirme katmanlar\u0131n\u0131 ayarlayarak g\u00f6reve \u00f6zel girdiler eklemek ve orijinal b\u00fcy\u00fck modelden sadece k\u00fc\u00e7\u00fck a\u011f\u0131rl\u0131k de\u011fi\u015fikliklerini kurtarmak gibi y\u00f6ntemleri i\u00e7ermektedir. Bu da daha k\u00fc\u00e7\u00fck bir veri k\u00fcmesi boyutu, h\u0131zl\u0131 e\u011fitim ve daha az bellek ve i\u015flem g\u00fcc\u00fc kullan\u0131m\u0131 anlam\u0131na gelir, bu da ki\u015fisel kullan\u0131m i\u00e7in daha uygun hale gelir. Ancak yine de ince ayar i\u00e7in bir e\u011fitim veri k\u00fcmesi olu\u015fturmak karma\u015f\u0131k ve kaynak yo\u011fun bir \u00e7abad\u0131r.<\/p><p>\u00d6rne\u011fin, Databricks firmas\u0131, Dolly 2.0 i\u00e7in veri olu\u015fturma s\u00fcrecini oyunla\u015ft\u0131rarak ve 5.000 \u00e7al\u0131\u015fana kitle kaynakl\u0131 olarak sa\u011flayarak bu s\u00fcreci kolayla\u015ft\u0131rm\u0131\u015ft\u0131r. Bu nedenle, mevcut bir modele kullan\u0131m senaryosunu uydurmak m\u00fcmk\u00fcnse, s\u0131f\u0131r ad\u0131ml\u0131 \u00f6\u011frenme ve h\u0131zl\u0131 ayarlaman\u0131n kullan\u0131lmas\u0131 tavsiye edilen ilk ad\u0131md\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-be66c9a elementor-widget elementor-widget-heading\" data-id=\"be66c9a\" 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\">Temel \u0130\u015f \u0130htiya\u00e7lar\u0131n\u0131z\u0131 ve Uzmanl\u0131\u011f\u0131n\u0131z\u0131 De\u011ferlendirin\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-85c5a4f elementor-widget elementor-widget-text-editor\" data-id=\"85c5a4f\" 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>\u00dcretim ve sat\u0131n alma s\u00fcre\u00e7lerindeki temel belirleyici fakt\u00f6r, yapay zeka \u00e7\u00f6z\u00fcm\u00fcn\u00fcn \u015firketin ana faaliyet alan\u0131na uygun hale getirilmesidir. \u00d6rne\u011fin, ki\u015fiselle\u015ftirilmi\u015f i\u00e7erik gereksinimi duyan bir medya \u015firketi, \u00f6zel olarak haz\u0131rlanm\u0131\u015f bir \u00e7\u00f6z\u00fcm\u00fc tercih edebilir, bu da ince kontrol sa\u011flar. Di\u011fer yandan, bir perakende i\u015fletmesi, \u00fcr\u00fcn a\u00e7\u0131klamalar\u0131n\u0131 olu\u015fturmak i\u00e7in kullan\u0131ma haz\u0131r bir \u00e7\u00f6z\u00fcm\u00fc se\u00e7ebilir, \u00e7\u00fcnk\u00fc bu g\u00f6rev daha az \u00f6zelle\u015ftirme gerektirir.<\/p><p>Temel soru, \u00fcretken yapay zeka \u00e7\u0131kt\u0131s\u0131n\u0131n ana \u00fcr\u00fcn teklifinin bir par\u00e7as\u0131 m\u0131, yoksa sadece destekleyici bir i\u015f s\u00fcreci mi oldu\u011fudur. E\u011fer \u00e7\u0131kt\u0131 y\u00fcksek \u00f6zg\u00fcnl\u00fck gerektiriyorsa, olu\u015fturmaya do\u011fru bir e\u011filim vard\u0131r. Her iki durumda da insanlardan, genellikle d\u00f6ng\u00fc i\u00e7indeki insanlardan, \u00e7\u0131kt\u0131n\u0131n kalitesini de\u011ferlendirmek i\u00e7in insan geri bildirimiyle takviyeli \u00f6\u011frenme veya Do\u011frudan Tercih Optimizasyonu gibi \u00e7er\u00e7evelerle de\u011ferlendirme istenecektir.<\/p><p>Karar s\u00fcrecini etkileyen bir di\u011fer fakt\u00f6r de \u015firket i\u00e7i teknik uzmanl\u0131kt\u0131r. Bir \u00e7\u00f6z\u00fcm olu\u015fturmak, veri bilimi, veri m\u00fchendisli\u011fi, MLOps ve alan uzmanl\u0131\u011f\u0131 gibi yapay zeka geli\u015ftirme konular\u0131nda yetenekli bir ekibi gerektirir. Her ne kadar bu teknik a\u00e7\u0131dan her ge\u00e7en g\u00fcn daha az zorlu hale gelse de, bir \u00e7\u00f6z\u00fcm\u00fcn sat\u0131n al\u0131nmas\u0131 genellikle alan uzmanlar\u0131yla yap\u0131l\u0131r. \u00d6zel \u00e7\u00f6z\u00fcmler, de\u011fi\u015fen i\u015f ihtiya\u00e7lar\u0131n\u0131 kar\u015f\u0131lama esnekli\u011fi sa\u011flar, ancak ticari \u00e7\u00f6z\u00fcmler genellikle bu t\u00fcr adaptasyon yetene\u011finden yoksundur.<\/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-e98293a elementor-widget elementor-widget-image\" data-id=\"e98293a\" 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=\"422\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/yapay-zeka-dusunme-1024x512.png\" class=\"attachment-large size-large wp-image-5500\" alt=\"yapay-zeka-d\u00fc\u015f\u00fcnme\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/yapay-zeka-dusunme-1024x512.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/yapay-zeka-dusunme-300x150.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/yapay-zeka-dusunme-768x384.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/yapay-zeka-dusunme-18x9.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/yapay-zeka-dusunme.png 1200w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">yapay-zeka-d\u00fc\u015f\u00fcnme<\/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-bfaa17a elementor-widget elementor-widget-heading\" data-id=\"bfaa17a\" 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\">Maliyet Etkileri Nelerdir?     \n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4241d62 elementor-widget elementor-widget-text-editor\" data-id=\"4241d62\" 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>Maliyet, bu analizde kritik bir fakt\u00f6rd\u00fcr. \u015eirket i\u00e7inde \u00fcretken yapay zeka geli\u015ftirmek, kaynak a\u00e7\u0131s\u0131ndan yo\u011fun bir s\u00fcre\u00e7tir ve yetenek, bilgi i\u015fleme, veri y\u00f6netimi ve s\u00fcrekli bak\u0131m maliyetlerini i\u00e7erir.<\/p><p>Bir sat\u0131c\u0131 \u00e7\u00f6z\u00fcm\u00fc sat\u0131n almak, ba\u015flang\u0131\u00e7ta \u00f6ng\u00f6r\u00fclebilir i\u015fletme giderleriyle uygun maliyetli olabilir. Verilerin do\u011fru bir \u015fekilde belirlenmesi ve etiketlenmesi ince ayar gerektiren insan yo\u011fun bir i\u015flemdir; hem veri olu\u015fturmay\u0131 hem de \u00e7\u0131kt\u0131lar\u0131 de\u011ferlendirmeyi i\u00e7erir. Oysa h\u0131zl\u0131 ayarlama, sadece \u00e7\u0131kt\u0131y\u0131 de\u011ferlendirmekle s\u0131n\u0131rl\u0131d\u0131r ve insanlara dayanmaz.<\/p><p>Kullan\u0131ma haz\u0131r bir \u00e7\u00f6z\u00fcm\u00fc uygulamak g\u00fcnler veya haftalar al\u0131rken, bir \u00e7\u00f6z\u00fcm olu\u015fturman\u0131n haftalar veya aylar s\u00fcrebilece\u011fi d\u00fc\u015f\u00fcn\u00fcld\u00fc\u011f\u00fcnde, pazara sunma s\u00fcresi kritik bir husustur. Microsoft, OpenAI&#8217;ye yat\u0131r\u0131m yaparak nihai sat\u0131n alma karar\u0131n\u0131 h\u0131zl\u0131 bir \u015fekilde verdi. Bu, dolar cinsinden maliyetli olsa da, <a href=\"https:\/\/www.theverge.com\/2023\/5\/23\/23733189\/chatgpt-bing-microsoft-default-search-openai-build\" target=\"_blank\" rel=\"noopener\">ChatGPT&#8217;nin birka\u00e7 g\u00fcn i\u00e7inde Bing&#8217;e entegre edilmesini ve Copilot&#8217;\u0131n aylar i\u00e7inde t\u00fcm \u00fcr\u00fcn yelpazesine yay\u0131lmas\u0131n\u0131 sa\u011flad\u0131.<\/a><\/p><p>Nihai maliyet de\u011ferlendirmesi, modelin i\u015fletme giderini i\u00e7erir. Burada modelin benimsenmesi ve verimlili\u011fi, bilgi i\u015fleme ve depolama maliyetleriyle kar\u015f\u0131la\u015ft\u0131r\u0131l\u0131r. \u00c7\u00f6z\u00fcmleri sat\u0131n almak veya Hizmet Olarak Modelleme, genellikle \u00e7\u0131kar\u0131m ba\u015f\u0131na \u00fccretlendirme i\u00e7erir; ancak uzun vadeli toplam sahip olma maliyetini de\u011ferlendirmek i\u00e7in \u00f6zelle\u015ftirme, y\u00fckseltme ve destek \u00fccretleri de dahil edilmelidir.<\/p><p>Derleme \u00e7\u00f6z\u00fcm\u00fc maliyetleri aras\u0131nda model bar\u0131nd\u0131rma, bilgi i\u015fleme ve depolamay\u0131 i\u00e7erir. Birden fazla modele ihtiya\u00e7 duyulmas\u0131 durumunda, altyap\u0131y\u0131 payla\u015farak sadece model ba\u015f\u0131na delta a\u011f\u0131rl\u0131klar\u0131n\u0131 depolamak m\u00fcmk\u00fcn oldu\u011fundan, bir derleme \u00e7\u00f6z\u00fcm\u00fc sat\u0131n almak, maliyet a\u00e7\u0131s\u0131ndan daha avantajl\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-ee9feb1 elementor-widget elementor-widget-heading\" data-id=\"ee9feb1\" 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\">Hangi Se\u00e7enek Daha G\u00fcvenli?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-898ba44 elementor-widget elementor-widget-text-editor\" data-id=\"898ba44\" 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>Veri gizlili\u011fi ve g\u00fcvenli\u011fi, \u00f6zellikle sa\u011fl\u0131k ve <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ve-finans\/\">finans<\/a> gibi hassas sekt\u00f6rler i\u00e7in kritik bir \u00f6neme sahiptir. \u015eirket i\u00e7i geli\u015ftirme, daha s\u0131k\u0131 kontrol imkan\u0131 sunarak veri ve model y\u00f6netimini g\u00fc\u00e7lendirirken, \u00fc\u00e7\u00fcnc\u00fc taraf \u00e7\u00f6z\u00fcmler genellikle belirsiz g\u00fcvenlik politikalar\u0131na sahip olabilir ve genel bulut altyap\u0131s\u0131na g\u00fcvenme e\u011filimindedir.<\/p><p>Ticari bir modelin ince ayar\u0131n\u0131 yapmak, hassas verilerin model ana bilgisayar\u0131na iletilmesini gerektirir; bu da lisanslama ve adil bildirim politikalar\u0131n\u0131n devreye girmesine neden olur. Hizmet sa\u011flay\u0131c\u0131 olarak model, kullan\u0131c\u0131 endi\u015felerine yan\u0131t olarak uyumluluk garantileri sunar. \u00d6rne\u011fin, Microsoft, \u00fcretken modellerden kaynaklanan yasal sorunlara kar\u015f\u0131 kullan\u0131c\u0131lar\u0131 tazmin ederek <a href=\"https:\/\/blogs.microsoft.com\/on-the-issues\/2023\/09\/07\/copilot-copyright-commitment-ai-legal-concerns\/\" target=\"_blank\" rel=\"noopener\">Copilot m\u00fc\u015fterilerini olas\u0131 telif hakk\u0131 ihlali iddialar\u0131na kar\u015f\u0131 savunmay\u0131 taahh\u00fct etmi\u015ftir.<\/a><\/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-689d18d elementor-widget elementor-widget-heading\" data-id=\"689d18d\" 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\">Vaka baz\u0131nda bir yakla\u015f\u0131m benimseyin\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aafe93c elementor-widget elementor-widget-text-editor\" data-id=\"aafe93c\" 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>\u0130n\u015fa etme veya sat\u0131n alma karar\u0131n\u0131z, bir dizi fakt\u00f6re ba\u011fl\u0131 olacakt\u0131r. Temel i\u015f uyumu, maliyet, zaman \u00e7izelgeleri, uzmanl\u0131k, veri hassasiyeti ve inovasyonla ilgili stratejik hedefler, bu karar\u0131 etkileyen ana unsurlard\u0131r. \u015eirketler, riski etkili bir \u015fekilde y\u00f6netmek ve kurumsal hedeflere en uygun \u015fekilde ula\u015fmak i\u00e7in bu fakt\u00f6rleri dikkatlice de\u011ferlendirmelidir.<\/p><p>E\u011fer h\u0131z \u00f6nemliyse ve kullan\u0131m durumlar\u0131 genel bir \u00e7er\u00e7evede ele al\u0131n\u0131yorsa, sat\u0131n alma (h\u0131zl\u0131 ayarlama) olas\u0131 en iyi se\u00e7enek olabilir. Ancak daha spesifik bir \u00e7\u0131kt\u0131 gerekiyorsa ve modelin kullan\u0131m durumuna \u00f6zg\u00fc olmas\u0131 \u00f6nemliyse, in\u015fa etme (ince ayar) se\u00e7ene\u011fi daha uygun olabilir. \u0130\u015fletmeler, d\u00fc\u015f\u00fck \u00f6n maliyetler nedeniyle \u00f6ncelikle kullan\u0131m senaryosu de\u011ferlendirmesine odaklanmal\u0131 ve ilk a\u015famada h\u0131zl\u0131 ayarlama yapmay\u0131 hedeflemelidirler.<\/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-a08f10f elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a08f10f\" 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-19378c4\" data-id=\"19378c4\" 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-522481d elementor-widget elementor-widget-image\" data-id=\"522481d\" 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-acedcbc elementor-widget elementor-widget-heading\" data-id=\"acedcbc\" 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-3b293b8 elementor-widget elementor-widget-heading\" data-id=\"3b293b8\" 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-63f55be elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"63f55be\" 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-0dc08ca\" data-id=\"0dc08ca\" 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-8df6c7c elementor-widget elementor-widget-heading\" data-id=\"8df6c7c\" 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-7fd9a1f premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"7fd9a1f\" 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=\"6398\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg\" class=\"attachment-medium size-medium wp-image-6899\" alt=\"ChatGPT&#039;den Claude&#039;a Neden Ge\u00e7iliyor?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1024x538.jpeg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-768x403.jpeg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1536x806.jpeg 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-2048x1075.jpeg 2048w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-18x9.jpeg 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\">\n\t\t\t\tChatGPT&#8217;den Claude&#8217;a Neden Ge\u00e7iliyor?\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png\" class=\"attachment-medium size-medium wp-image-6890\" alt=\"Google Gemini Nedir Kapsaml\u0131 Rehber ve \u00d6zellikler\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\">\n\t\t\t\tGoogle Gemini Nedir? Kapsaml\u0131 Rehber ve \u00d6zellikler\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png\" class=\"attachment-medium size-medium wp-image-6883\" alt=\"Yapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor Stratejik G\u00fc\u00e7 Sava\u015f\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\">\n\t\t\t\tYapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor? Stratejik G\u00fc\u00e7 Sava\u015f\u0131\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Yapay Zeka Olu\u015fturmal\u0131 M\u0131 Yoksa Sat\u0131n M\u0131 Almal\u0131s\u0131n\u0131z? \u015eu anda \u015firketler, geleceklerini belirleyecek \u00f6nemli bir karar noktas\u0131nda bulunmaktad\u0131r: ya \u00f6zel bir \u00fcretken yapay zeka \u00e7\u00f6z\u00fcm\u00fc&hellip;<\/p>","protected":false},"author":1,"featured_media":6399,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[17],"class_list":["post-6398","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-yapay-zeka"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/6398","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=6398"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/6398\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/6399"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=6398"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=6398"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=6398"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}