{"id":6293,"date":"2024-02-12T06:13:14","date_gmt":"2024-02-12T06:13:14","guid":{"rendered":"https:\/\/aix.web.tr\/?p=6293"},"modified":"2024-02-12T06:14:20","modified_gmt":"2024-02-12T06:14:20","slug":"yapay-zeka-neden-merkezi-olmamali","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/yapay-zeka-neden-merkezi-olmamali\/","title":{"rendered":"Yapay Zeka Neden Merkezi Olmamal\u0131?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6293\" class=\"elementor elementor-6293\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c032717 elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c032717\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div 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data-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\" sizes=\"(max-width: 1667px) 100vw, 1667px\" title=\"\">\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\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-c9c0555\" data-id=\"c9c0555\" 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-1c86e38 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=\"1c86e38\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInRight&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\/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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-36edf11a elementor-section-height-min-height elementor-section-full_width elementor-hidden-desktop elementor-section-height-default elementor-section-items-middle\" data-id=\"36edf11a\" 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-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-1aba2a40\" data-id=\"1aba2a40\" 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-77607905 elementor-widget-mobile__width-initial elementor-widget elementor-widget-image\" data-id=\"77607905\" 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<img decoding=\"async\" width=\"420\" height=\"199\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/09\/aix-logo-optimized.webp\" class=\"attachment-large size-large wp-image-6992\" alt=\"\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/09\/aix-logo-optimized.webp 420w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/09\/aix-logo-optimized-300x142.webp 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/09\/aix-logo-optimized-18x9.webp 18w\" sizes=\"(max-width: 420px) 100vw, 420px\" title=\"\">\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\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-3fdd4014\" data-id=\"3fdd4014\" 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-4c796c5 hfe-submenu-icon-plus hfe-menu-item-space-between hfe-link-redirect-child elementor-widget elementor-widget-navigation-menu\" data-id=\"4c796c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;hamburger_align_tablet&quot;:&quot;right&quot;,&quot;hamburger_align_mobile&quot;:&quot;right&quot;,&quot;hamburger_align&quot;:&quot;center&quot;,&quot;hamburger_menu_align&quot;:&quot;space-between&quot;,&quot;width_flyout_menu_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:300,&quot;sizes&quot;:[]},&quot;width_flyout_menu_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;width_flyout_menu_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_flyout_menu_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:30,&quot;sizes&quot;:[]},&quot;padding_flyout_menu_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_flyout_menu_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_menu_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;padding_horizontal_menu_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_menu_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_menu_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;padding_vertical_menu_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_menu_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_space_between&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_space_between_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_space_between_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_top_space&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_top_space_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_top_space_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;dropdown_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;dropdown_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;dropdown_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;padding_horizontal_dropdown_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_dropdown_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_dropdown_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_dropdown_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;padding_vertical_dropdown_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_dropdown_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_size&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_size_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_size_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;close_flyout_size&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;close_flyout_size_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;close_flyout_size_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"navigation-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"hfe-nav-menu__toggle elementor-clickable hfe-flyout-trigger\" tabindex=\"0\" role=\"button\" aria-label=\"Menu Toggle\">\n\t\t\t\t\t<div class=\"hfe-nav-menu-icon\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" tabindex=\"0\" class=\"fas fa-align-justify\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<div class=\"hfe-flyout-wrapper\" >\n\t\t\t\t<div class=\"hfe-flyout-overlay elementor-clickable\"><\/div>\n\t\t\t\t<div class=\"hfe-flyout-container\">\n\t\t\t\t\t<div id=\"hfe-flyout-content-id-4c796c5\" class=\"hfe-side hfe-flyout-left hfe-flyout-open\" data-layout=\"left\" data-flyout-type=\"normal\">\n\t\t\t\t\t\t<div class=\"hfe-flyout-content push\">\n\t\t\t\t\t\t\t<nav itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/SiteNavigationElement\">\n\t\t\t\t\t\t\t\t<ul id=\"menu-1-4c796c5\" class=\"hfe-nav-menu\"><li id=\"menu-item-1227\" itemprop=\"name\" class=\"menu-item menu-item-type-post_type menu-item-object-page parent hfe-creative-menu\"><a href=\"https:\/\/aix.web.tr\/en\/hakkimizda\/\" itemprop=\"url\" class = \"hfe-menu-item\">Hakk\u0131m\u0131zda<\/a><\/li>\n<li id=\"menu-item-2697\" itemprop=\"name\" class=\"menu-item menu-item-type-post_type menu-item-object-page parent hfe-creative-menu\"><a href=\"https:\/\/aix.web.tr\/en\/arastirmalar\/\" itemprop=\"url\" class = \"hfe-menu-item\">Ara\u015ft\u0131rmalar<\/a><\/li>\n<li id=\"menu-item-2336\" itemprop=\"name\" class=\"menu-item menu-item-type-post_type menu-item-object-page parent hfe-creative-menu\"><a href=\"https:\/\/aix.web.tr\/en\/blog\/\" itemprop=\"url\" class = \"hfe-menu-item\">Blog<\/a><\/li>\n<li id=\"menu-item-2335\" itemprop=\"name\" class=\"menu-item menu-item-type-post_type menu-item-object-page parent hfe-creative-menu\"><a href=\"https:\/\/aix.web.tr\/en\/ders\/\" itemprop=\"url\" class = \"hfe-menu-item\">Ders<\/a><\/li>\n<li id=\"menu-item-1226\" itemprop=\"name\" class=\"menu-item menu-item-type-post_type menu-item-object-page parent hfe-creative-menu\"><a href=\"https:\/\/aix.web.tr\/en\/konusmalar\/\" itemprop=\"url\" class = \"hfe-menu-item\">Konu\u015fmalar<\/a><\/li>\n<li id=\"menu-item-1230\" itemprop=\"name\" class=\"menu-item menu-item-type-post_type menu-item-object-page parent hfe-creative-menu\"><a href=\"https:\/\/aix.web.tr\/en\/iletisim\/\" itemprop=\"url\" class = \"hfe-menu-item\">\u0130leti\u015fim<\/a><\/li>\n<li id=\"menu-item-1229\" itemprop=\"name\" class=\"menu-item menu-item-type-post_type menu-item-object-page parent hfe-creative-menu\"><a href=\"https:\/\/aix.web.tr\/en\/basvuru\/\" itemprop=\"url\" class = \"hfe-menu-item\">Ekibe Kat\u0131l<\/a><\/li>\n<li id=\"menu-item-3481\" itemprop=\"name\" class=\"menu-item menu-item-type-post_type menu-item-object-post parent hfe-creative-menu\"><a href=\"https:\/\/aix.web.tr\/en\/?p=3333\" itemprop=\"url\" class = \"hfe-menu-item\">Egemen Kaya<\/a><\/li>\n<\/ul>\t\t\t\t\t\t\t<\/nav>\n\t\t\t\t\t\t\t<div class=\"elementor-clickable hfe-flyout-close\" tabindex=\"0\">\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" tabindex=\"0\" class=\"far fa-window-close\"><\/i>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\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<\/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-183dffc elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"183dffc\" 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-602aa58\" data-id=\"602aa58\" 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-9ef487c elementor-widget elementor-widget-heading\" data-id=\"9ef487c\" 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 Neden Merkezi Olmamal\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-db40f07 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"db40f07\" 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-70b91af\" data-id=\"70b91af\" 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-901c8e6 elementor-widget elementor-widget-text-editor\" data-id=\"901c8e6\" 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>Yapay zeka, \u015fimdiye kadar sahip oldu\u011fumuz en g\u00fc\u00e7l\u00fc ve etkileyici teknolojidir. Yapay zeka, insanlar\u0131n ger\u00e7ekle\u015ftirebilece\u011finden \u00e7ok daha verimli ve h\u0131zl\u0131 bir \u015fekilde veri analizi yapabilir, kal\u0131plar\u0131 tan\u0131yabilir ve kararlar alabilir.<\/p><p>G\u00fcn\u00fcm\u00fczdeki yapay zeka \u00e7o\u011funlukla birka\u00e7 etkili kurulu\u015fun kontrol\u00fcnde bulunan merkezi sistemlerde yer almaktad\u0131r. Bu kontrol yo\u011funlu\u011fu, yapay zekan\u0131n demokratik potansiyeline kar\u015f\u0131 \u00e7\u0131kar ve toplumu, finans\u0131 ve yarat\u0131c\u0131l\u0131\u011f\u0131 bir avu\u00e7 kontrols\u00fcz varl\u0131\u011fa b\u0131rak\u0131r.<\/p><p>Yapay zeka sistemleri geli\u015ftik\u00e7e, merkezi olmayan bir yap\u0131ya sahip olmalar\u0131 daha da \u00f6nemli hale gelmektedir. G\u00fcvenilir, izin gerektirmeyen yapay zeka, end\u00fcstriler genelinde inovasyona g\u00fc\u00e7 sa\u011flayabilir.<\/p><p>Peki ya a\u00e7\u0131k kaynakl\u0131 yapay zeka? Hugging Face gibi platformlar, 450.000&#8217;den fazla a\u00e7\u0131k kaynakl\u0131 yapay zeka modeline ev sahipli\u011fi yapmaktad\u0131r, bu da b\u00fcy\u00fck dil modellerini, g\u00f6r\u00fcnt\u00fc olu\u015fturucular\u0131n\u0131 ve daha fazlas\u0131n\u0131 i\u00e7ermektedir.<\/p><p>A\u00e7\u0131k kaynak modelleri \u00f6nemli bir ad\u0131m olabilir, ancak genellikle izole bir \u015fekilde olu\u015fturulur. Yapay zekay\u0131 etkili bir \u015fekilde merkezi olmaktan \u00e7\u0131karmak i\u00e7in, a\u00e7\u0131k kaynak geli\u015ftiricilerin birbirlerinden \u00f6\u011frenebilecekleri makine \u00f6\u011frenimi modellerini koordine etmeleri \u00f6nemlidir. Merkezi olmayan ekipler aras\u0131ndaki i\u015fbirli\u011fi, merkezi alternatiflere kar\u015f\u0131 rekabet edebilecek yapay zeka sistemlerinin olu\u015fturulmas\u0131n\u0131n anahtar\u0131d\u0131r.<\/p><p>Bu zorlu\u011fun \u00fcstesinden gelmek i\u00e7in, yerle\u015fik yapay zeka y\u0131\u011f\u0131n\u0131n\u0131 a\u015fa\u011f\u0131dan yukar\u0131ya yeniden tasarlamak gerekecektir. Bu makalede, mevcut merkezi ve merkezi olmayan yapay zeka manzaras\u0131n\u0131 inceleyecek ve daha rekabet\u00e7i merkezi olmayan alternatifler \u00fcretmek i\u00e7in koordinasyon sa\u011flayacak potansiyel yollar\u0131 \u00f6nermeye odaklanaca\u011f\u0131z.<\/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-9da166f elementor-widget elementor-widget-image\" data-id=\"9da166f\" 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=\"561\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/02\/Yapay-Zeka-Neden-Merkezi-Olmamali-1024x682.webp\" class=\"attachment-large size-large wp-image-6294\" alt=\"Yapay Zeka Neden Merkezi Olmamal\u0131?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/02\/Yapay-Zeka-Neden-Merkezi-Olmamali-1024x682.webp 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/02\/Yapay-Zeka-Neden-Merkezi-Olmamali-300x200.webp 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/02\/Yapay-Zeka-Neden-Merkezi-Olmamali-768x512.webp 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/02\/Yapay-Zeka-Neden-Merkezi-Olmamali-1536x1024.webp 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/02\/Yapay-Zeka-Neden-Merkezi-Olmamali-18x12.webp 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2024\/02\/Yapay-Zeka-Neden-Merkezi-Olmamali.webp 2000w\" sizes=\"(max-width: 843px) 100vw, 843px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Yapay Zeka Neden Merkezi Olmamal\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-3489da7 elementor-widget elementor-widget-heading\" data-id=\"3489da7\" 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\">MERKEZ\u0130 OLMAYAN YAPAY ZEKA NED\u0130R?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-21d0211 elementor-widget elementor-widget-text-editor\" data-id=\"21d0211\" 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=\"snippet-box snippet-box-html\"><div><div class=\"description\"><p><span>Merkezi olmayan yapay zeka, i\u00e7 \u00e7al\u0131\u015fmalar\u0131 halktan gizlenen kara kutu yapay zeka sistemlerini, makine zekas\u0131n\u0131 ortak hedefler do\u011frultusunda koordine etmek i\u00e7in a\u00e7\u0131k a\u011flara d\u00f6n\u00fc\u015ft\u00fcrmek \u00fczere blockchain teknolojisinden yararlan\u0131yor.\u00a0<\/span><span>Bu, merkezi olmayan, g\u00fcvenilir uygulamalar\u0131n k\u00fc\u00e7\u00fck bir grup g\u00fcvenilir kurulu\u015fa g\u00fcvenmeye gerek kalmadan yapay zekay\u0131 kullanmas\u0131na olanak tan\u0131r.<\/span><\/p><\/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-8988b93 elementor-widget elementor-widget-heading\" data-id=\"8988b93\" 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\">Merkezi Olmayan Yapay Zekan\u0131n Vaatleri\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d36136 elementor-widget elementor-widget-text-editor\" data-id=\"1d36136\" 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>Merkezi olmayan yapay zeka, g\u00fcc\u00fcn\u00fc odaklamak yerine, insanl\u0131\u011f\u0131n en yetenekli teknolojisi \u00fczerinde kontrol\u00fc da\u011f\u0131tarak \u00e7al\u0131\u015f\u0131r; bu da herhangi bir varl\u0131\u011f\u0131n kapsay\u0131c\u0131 etki potansiyelini azalt\u0131r.<\/p><p>Yapay zeka geli\u015fimi ve y\u00f6neti\u015fimi, farkl\u0131 te\u015fviklere ve \u00f6nceliklere sahip kurulu\u015flar aras\u0131nda da\u011f\u0131ld\u0131\u011f\u0131nda, homojen sonu\u00e7lar\u0131 dayatmak yerine bireysel ihtiya\u00e7lara daha iyi uyan bir \u015fekilde ilerleyebilir. Bu yakla\u015f\u0131m, k\u00fclt\u00fcrden ba\u011f\u0131ms\u0131z olarak \u00e7e\u015fitli uygulamalar\u0131n geli\u015fimine katk\u0131da bulunur, tek bir modelin egemenli\u011fi yerine \u00e7e\u015fitlili\u011fi te\u015fvik eder.<\/p><p>Merkezi olmayan yapay zeka ayr\u0131ca h\u00fck\u00fcmetlerin veya \u015firketlerin kitlesel g\u00f6zetleme ve manip\u00fclasyonuna kar\u015f\u0131 kontroller sa\u011flar. Merkezi kontrol, b\u00fcy\u00fck \u00f6l\u00e7ekli yapay zeka kullan\u0131m\u0131nda vatanda\u015flar\u0131n \u00e7\u0131karlar\u0131na kar\u015f\u0131 potansiyel bir tehdit olu\u015fturabilir. Ancak merkezi olmayan yapay zeka, bu t\u00fcr bask\u0131lara kar\u015f\u0131 s\u0131n\u0131rlar getirir.<\/p><p>Genel olarak, merkezi olmayan yapay zeka, b\u00f6ylesine kritik bir ara\u00e7 i\u00e7in gerekli olan tek bir dizi te\u015fvik, k\u0131s\u0131tlama veya hedefin empoze edilmesini s\u0131n\u0131rlayarak, \u00e7e\u015fitli payda\u015flar\u0131n kat\u0131l\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-16f9370 elementor-widget elementor-widget-heading\" data-id=\"16f9370\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Yapay Zeka Nas\u0131l Merkezi Olmayan Hale Getirilir?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13892c3 elementor-widget elementor-widget-text-editor\" data-id=\"13892c3\" 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 y\u0131\u011f\u0131n\u0131n\u0131 merkezile\u015ftirmek amac\u0131yla, temel katmanlar\u0131 g\u00f6zden ge\u00e7irmeliyiz. Bu, bilgi i\u015flem g\u00fcc\u00fc, veriler, model e\u011fitimi, ince ayar ve \u00e7\u0131kar\u0131m gibi unsurlar\u0131 i\u00e7erir. Y\u0131\u011f\u0131n\u0131n di\u011fer b\u00f6l\u00fcmleri, e\u011fitim veya \u00e7\u0131kar\u0131m i\u00e7in bilgi i\u015flem sa\u011flayan varl\u0131klar gibi merkezi kal\u0131rsa, sadece a\u00e7\u0131k kaynak modellerinin kullan\u0131lmas\u0131 yeterli olmayacakt\u0131r.<\/p><p>Ger\u00e7ek merkeziyetsizlik, yapay zeka y\u0131\u011f\u0131n\u0131n\u0131n t\u00fcm katmanlar\u0131nda etkin bir koordinasyon gerektirir. Sonu\u00e7 olarak, a\u011flar, en az merkezi olmayan bile\u015fenleri kadar merkezi olmayacakt\u0131r.<\/p><p>Bu noktada, piyasalar gerekli deste\u011fi sa\u011flayabilir. Piyasalar, insanlar\u0131 organize etmek i\u00e7in en iyi koordinasyon mekanizmalar\u0131na sahiptir. Bu nedenle, merkezi olmayan yapay zeka a\u011flar\u0131, temel mod\u00fcler i\u015flevlere ayr\u0131\u015ft\u0131r\u0131larak ve etraf\u0131nda pazarlar olu\u015fturularak, merkezi benzerleriyle rekabet edebilir.<\/p><p>\u00d6rne\u011fin, Render gibi a\u011flar, bilgi i\u015flem kaynaklar\u0131na sahip olmayan sanat\u00e7\u0131larla payla\u015fan kat\u0131l\u0131mc\u0131lar\u0131 \u00f6d\u00fcllendirerek a\u011fdaki g\u00f6r\u00fcnt\u00fc olu\u015fturmaya ihtiya\u00e7 duyanlar\u0131 destekler. Bu \u00e7\u00f6z\u00fcmler, yapay zeka y\u0131\u011f\u0131n\u0131ndaki insanlar\u0131 finansal te\u015fviklerle koordine eder ve blockchain teknolojisi bu s\u00fcreci m\u00fcmk\u00fcn k\u0131lar.<\/p><p>Ancak yapay zeka toplumu daha kritik hale geldik\u00e7e, \u015fu iki s\u0131n\u0131rl\u0131 se\u00e7enekle kar\u015f\u0131 kar\u015f\u0131yay\u0131z:<\/p><p>1. Merkeziyetsizli\u011fi feda ederek en son teknolojiye sahip \u00f6zel yapay zekay\u0131 kullanmak, ya da<br \/>2. Mevcut en g\u00fc\u00e7l\u00fc teknolojiye eri\u015fimden vazge\u00e7erek, \u015fu anda yetenekler a\u00e7\u0131s\u0131ndan merkezi modellerin gerisinde kalan tamamen merkezi olmayan alternatiflere odaklanmak.<\/p><p>Bu \u00f6d\u00fcnle\u015fimi k\u0131rmak i\u00e7in, y\u0131\u011f\u0131n\u0131n katmanlar\u0131ndaki farkl\u0131 kat\u0131l\u0131mc\u0131lar aras\u0131nda koordinasyona ihtiya\u00e7 duyuyoruz. Nihai hedef, merkezi olmayan altyap\u0131n\u0131n tak\u0131labilece\u011fi ve yapay zeka yeteneklerinden en iyi \u015fekilde yararlanabilece\u011fi i\u015fbirlik\u00e7i bir yapay zeka alt yap\u0131s\u0131d\u0131r.<\/p><p>Merkezi olmayan eri\u015fim ve izinlerin m\u00fcmk\u00fcn k\u0131l\u0131nabilmesi i\u00e7in, merkezi olmayan y\u00f6netim t\u00fcm y\u0131\u011f\u0131na yay\u0131lmal\u0131d\u0131r &#8211; veri sa\u011flamadan model e\u011fitimine ve da\u011f\u0131t\u0131m\u0131na kadar. Ancak sadece bu \u015fekilde merkezi olmayan a\u011flar, yapay zekaya eri\u015firken g\u00fcvenilir bir mimariyi koruyabilir.<\/p><p>\u015eu anda, pazar y\u0131\u011f\u0131, kapsaml\u0131 bir merkezi olmayanl\u0131ktan yoksundur. Modeller a\u00e7\u0131k kaynak olsa bile, insanlar genellikle e\u011fitim veya t\u00fcketim i\u00e7in merkezi sunuculara g\u00fcvenirler. Sa\u011flay\u0131c\u0131lar \u00e7\u0131kar\u0131m yapma i\u015flevini b\u00fcy\u00fck \u00f6l\u00e7\u00fcde merkezile\u015ftirir.<\/p><p>Merkezi a\u011flar, \u00e7o\u011fu tek bir kurulu\u015fun \u00e7at\u0131s\u0131 alt\u0131nda \u00e7al\u0131\u015ft\u0131klar\u0131 i\u00e7in kat\u0131l\u0131mc\u0131lar aras\u0131ndaki koordinasyon maliyetlerinden avantaj sa\u011flar. Ancak, merkezi olmayan a\u011flar, daha y\u00fcksek koordinasyon maliyetlerini, bilgi i\u015flem, veri, \u00e7\u0131kar\u0131m ve yapay zeka y\u0131\u011f\u0131n\u0131n\u0131n di\u011fer katmanlar\u0131nda daha ayr\u0131nt\u0131l\u0131 pazara dayal\u0131 te\u015fviklerin getirdi\u011fi daha y\u00fcksek \u00f6d\u00fcllerle telafi etme avantaj\u0131na sahiptir.<\/p><p>Gelece\u011fe y\u00f6nelik yol, yapay zekan\u0131n t\u00fcm bile\u015fenlerinin kapal\u0131 dikeyler yerine a\u00e7\u0131k ekosistemler arac\u0131l\u0131\u011f\u0131yla nas\u0131l sinerji olu\u015fturabilece\u011fini yeniden d\u00fc\u015f\u00fcnmeyi gerektiriyor.<\/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-4637c48 elementor-widget elementor-widget-image\" data-id=\"4637c48\" 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=\"639\" height=\"360\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Gecmisten-gunumuze-sinir-agi-sinir-aglarinin-tarihi.jpg\" class=\"attachment-large size-large wp-image-5823\" alt=\"Ge\u00e7mi\u015ften G\u00fcn\u00fcm\u00fcze Sinir A\u011f\u0131 (Sinir A\u011flar\u0131&amp;apos;n\u0131n Tarihi)\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Gecmisten-gunumuze-sinir-agi-sinir-aglarinin-tarihi.jpg 639w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Gecmisten-gunumuze-sinir-agi-sinir-aglarinin-tarihi-300x169.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Gecmisten-gunumuze-sinir-agi-sinir-aglarinin-tarihi-18x10.jpg 18w\" sizes=\"(max-width: 639px) 100vw, 639px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Ge\u00e7mi\u015ften G\u00fcn\u00fcm\u00fcze Sinir A\u011f\u0131 (Sinir A\u011flar\u0131'n\u0131n Tarihi)<\/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-6505346 elementor-widget elementor-widget-heading\" data-id=\"6505346\" 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\">Merkezi Olmayan Sistemlerin 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-a409750 elementor-widget elementor-widget-text-editor\" data-id=\"a409750\" 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>Merkezi olmayan yapay zeka ge\u00e7i\u015fi, bir dizi avantaj sunmaktad\u0131r.<\/p><p><strong>Topluluk Zekas\u0131<\/strong><br \/>Merkezi olmayan bir a\u011fdaki modeller, s\u00fcrekli olarak birbirlerinden \u00f6\u011frenir. Bu durum, a\u011f\u0131n kolektif zekas\u0131n\u0131 art\u0131r\u0131r ve zaman i\u00e7inde kendi kendini geli\u015ftirmesine olanak tan\u0131r.<\/p><p><strong>Evrensel Eri\u015fim<\/strong><br \/>\u0130zinsiz ve \u015fekillendirilebilir eri\u015fim, her yerdeki in\u015faat\u00e7\u0131lar\u0131n yapay zeka ile yenilik yapmas\u0131na ve yaratmas\u0131na olanak tan\u0131r. Temel bir unsur olarak, bu eri\u015fim \u015fekli inovasyonu destekler.<\/p><p><strong>Korumal\u0131 \u00c7\u0131k\u0131\u015flar<\/strong><br \/>S\u0131f\u0131r bilgi teknolojisi ve kriptografik do\u011frulama kullan\u0131m\u0131, do\u011frulanabilir \u015fekilde g\u00fcvenli ve de\u011fi\u015ftirilemez yapay zeka modeli \u00e7\u0131kt\u0131lar\u0131n\u0131 m\u00fcmk\u00fcn k\u0131lar. Bu da yapay zekan\u0131n kararlar\u0131na g\u00fcven sa\u011flar.<\/p><p><strong>Talep \u00dczerine \u00d6l\u00e7eklenebilirlik<\/strong><br \/>Merkezi olmayan yapay zeka, y\u00fcksek performans ve sa\u011flam g\u00fcvenlik sa\u011flarken talebe g\u00f6re \u00f6l\u00e7eklenerek s\u0131n\u0131rs\u0131z uyum ve geni\u015fleme imkan\u0131 sunar.<\/p><p><strong>Gizlilik Korumas\u0131<\/strong><br \/>Ger\u00e7ekten merkezi olmayan bir yapay zeka a\u011f\u0131, ki\u015fisel verileri yerel i\u015fleme yoluyla koruyabilir. Bu da ihlal riskini azalt\u0131r ve kullan\u0131c\u0131 gizlili\u011fini g\u00fcvence alt\u0131na al\u0131r.<\/p><p><strong>Azalt\u0131lm\u0131\u015f \u00d6nyarg\u0131<\/strong><br \/>Merkezi olmayan yapay zeka a\u011flar\u0131, \u00e7e\u015fitli veri giri\u015flerinden faydalanarak \u00f6nyarg\u0131y\u0131 azalt\u0131r. Bu, daha dengeli ve adil yapay zeka odakl\u0131 sonu\u00e7lar\u0131 beraberinde getirir.<\/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-4bbe5d1 elementor-widget elementor-widget-heading\" data-id=\"4bbe5d1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Yapay Zekan\u0131n Eri\u015filebilir Gelece\u011fi\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c3d9085 elementor-widget elementor-widget-text-editor\" data-id=\"c3d9085\" 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>Mevcut yapay zeka ortam\u0131, sadece bir tehdit de\u011fil, ayn\u0131 zamanda b\u00fcy\u00fck bir potansiyeli de i\u00e7inde bar\u0131nd\u0131r\u0131yor.<\/p><p>Son be\u015f y\u0131lda yapay zeka, b\u00fcy\u00fck \u00f6l\u00e7\u00fcde kapal\u0131 ve merkezi sistemlerde ger\u00e7ekle\u015fen h\u0131zl\u0131 bir ilerleme kaydetmi\u015ftir. Ancak, ger\u00e7ek ilerleme ve geli\u015fim, merkezi olmayan yapay zeka sistemlerinde ger\u00e7ekle\u015fmelidir. Bu yakla\u015f\u0131m, duvarl\u0131 bah\u00e7e yapay zeka sistemlerinde m\u00fcmk\u00fcn olmayan karma\u015f\u0131k uygulamalar\u0131 m\u00fcmk\u00fcn k\u0131lan geli\u015fmi\u015f eri\u015filebilirlik, esneklik ve ifade yetene\u011fi sunar.<\/p><p>Merkezi olmayan bir yapay zeka gelece\u011fine ula\u015fmak i\u00e7in, veri i\u015fleme, model e\u011fitimi ve da\u011f\u0131t\u0131m\u0131n\u0131 i\u00e7eren t\u00fcm yapay zeka katmanlar\u0131n\u0131 koordine etmemiz gerekiyor. Ancak bu \u015fekilde, merkezi olmayan yapay zekan\u0131n tam potansiyelini ke\u015ffedecek ve ger\u00e7ek anlamda ilerleyebilece\u011fiz.<\/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-365f695 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"365f695\" 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-71093a8\" data-id=\"71093a8\" 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-45a2240 elementor-widget elementor-widget-image\" data-id=\"45a2240\" 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\" title=\"\">\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-50782ac elementor-widget elementor-widget-heading\" data-id=\"50782ac\" 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-3ffef65 elementor-widget elementor-widget-heading\" data-id=\"3ffef65\" 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-beb77da elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"beb77da\" 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-00855f0\" data-id=\"00855f0\" 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-c8367ae elementor-widget elementor-widget-heading\" data-id=\"c8367ae\" 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-b6e9bcf premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"b6e9bcf\" 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=\"6293\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"152\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper empty-thumb\">\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-mutfakta-dijital-sefler-damak-tadimizi-nasil-ogreniyor\/\" target=\"_self\">\n\t\t\t\tYapay Zeka Mutfakta Dijital \u015eefler Damak Tad\u0131m\u0131z\u0131 Nas\u0131l \u00d6\u011freniyor\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=\"152\">\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=\"179\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/10\/Anti-ai-data-center-sign-2-1.jpg-1-300x179.jpg\" class=\"attachment-medium size-medium wp-image-7544\" alt=\"\" title=\"\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/10\/Anti-ai-data-center-sign-2-1.jpg-1-300x179.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/10\/Anti-ai-data-center-sign-2-1.jpg-1-1024x611.jpg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/10\/Anti-ai-data-center-sign-2-1.jpg-1-768x458.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/10\/Anti-ai-data-center-sign-2-1.jpg-1-1536x917.jpg 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/10\/Anti-ai-data-center-sign-2-1.jpg-1-18x12.jpg 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/10\/Anti-ai-data-center-sign-2-1.jpg-1.jpg 1920w\" 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\/openai-1-25-trilyon-dolar-degerlemeye-kosuyor-yapay-zeka-dunyasinda-dev-yatirim-dalgasi\/\" target=\"_self\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-screen-only\">OpenAI 1.25 Trilyon Dolar De\u011ferlemeye Ko\u015fuyor: Yapay Zeka D\u00fcnyas\u0131nda Dev Yat\u0131r\u0131m Dalgas\u0131<\/span>\n\t\t\t\t\t\t\t\t<\/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\/openai-1-25-trilyon-dolar-degerlemeye-kosuyor-yapay-zeka-dunyasinda-dev-yatirim-dalgasi\/\" target=\"_self\">\n\t\t\t\tOpenAI 1.25 Trilyon Dolar De\u011ferlemeye Ko\u015fuyor: Yapay Zeka D\u00fcnyas\u0131nda Dev Yat\u0131r\u0131m Dalgas\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<div class=\"premium-blog-post-outer-container\" data-total=\"152\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper empty-thumb\">\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\/gorunmeyen-asistanlarimiz-yapay-zeka-evimize-ve-isimize-nasil-sizdi\/\" target=\"_self\">\n\t\t\t\tG\u00f6r\u00fcnmeyen Asistanlar\u0131m\u0131z Yapay Zeka Evimize ve \u0130\u015fimize Nas\u0131l S\u0131zd\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 Neden Merkezi Olmamal\u0131? Yapay zeka, \u015fimdiye kadar sahip oldu\u011fumuz en g\u00fc\u00e7l\u00fc ve etkileyici teknolojidir. Yapay zeka, insanlar\u0131n ger\u00e7ekle\u015ftirebilece\u011finden \u00e7ok daha verimli ve h\u0131zl\u0131&hellip;<\/p>","protected":false},"author":1,"featured_media":6294,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_customify_content_layout":"","_customify_sidebar":"","_customify_page_header_display":"default","_customify_disable_header":"","_customify_disable_header_top":"","_customify_disable_header_main":"","_customify_disable_header_bottom":"","_customify_disable_page_title":"","_customify_disable_content_vertical_padding":"","_customify_disable_footer_top":"","_customify_disable_footer_main":"","_customify_disable_footer_bottom":"","_customify_breadcrumb_display":"default","_customify_header_transparent_display":"","footnotes":""},"categories":[13],"tags":[17],"class_list":["post-6293","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\/6293","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=6293"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/6293\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/6294"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=6293"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=6293"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=6293"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}