{"id":9625,"date":"2025-07-24T09:23:32","date_gmt":"2025-07-24T09:23:32","guid":{"rendered":"https:\/\/www.vipservis.com\/blog\/yapay-zeka-gelisimi-dunyamizin-kaynaklarini-nasil-tuketiyor-enerji-su-ve-hammadde-kullaniminin-derinlemesine-analizi\/"},"modified":"2025-07-24T09:23:32","modified_gmt":"2025-07-24T09:23:32","slug":"yapay-zeka-gelisimi-dunyamizin-kaynaklarini-nasil-tuketiyor-enerji-su-ve-hammadde-kullaniminin-derinlemesine-analizi","status":"publish","type":"post","link":"https:\/\/www.vipservis.com\/blog\/yapay-zeka-gelisimi-dunyamizin-kaynaklarini-nasil-tuketiyor-enerji-su-ve-hammadde-kullaniminin-derinlemesine-analizi\/","title":{"rendered":"Yapay Zek\u00e2 Geli\u015fimi D\u00fcnyam\u0131z\u0131n Kaynaklar\u0131n\u0131 Nas\u0131l T\u00fcketiyor? Enerji, Su ve Hammadde Kullan\u0131m\u0131n\u0131n Derinlemesine Analizi"},"content":{"rendered":"<p><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_79_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0130\u00e7indekiler<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #ff0f0f;color:#ff0f0f\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #ff0f0f;color:#ff0f0f\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.vipservis.com\/blog\/yapay-zeka-gelisimi-dunyamizin-kaynaklarini-nasil-tuketiyor-enerji-su-ve-hammadde-kullaniminin-derinlemesine-analizi\/#Yapay_Zeka_Gelisimi_ve_Dogal_Kaynaklar_Bilinmeyen_Gercekler\" >Yapay Zek&acirc; Geli&#351;imi ve Do&#287;al Kaynaklar: Bilinmeyen Ger&ccedil;ekler<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.vipservis.com\/blog\/yapay-zeka-gelisimi-dunyamizin-kaynaklarini-nasil-tuketiyor-enerji-su-ve-hammadde-kullaniminin-derinlemesine-analizi\/#Yapay_Zeka_ve_Devasa_Veri_Merkezlerinin_Enerji_Ihtiyaci\" >Yapay Zek&acirc; ve Devasa Veri Merkezlerinin Enerji &#304;htiyac&#305;<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.vipservis.com\/blog\/yapay-zeka-gelisimi-dunyamizin-kaynaklarini-nasil-tuketiyor-enerji-su-ve-hammadde-kullaniminin-derinlemesine-analizi\/#Yenilenebilir_Enerji_Yeterli_mi\" >Yenilenebilir Enerji Yeterli mi?<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.vipservis.com\/blog\/yapay-zeka-gelisimi-dunyamizin-kaynaklarini-nasil-tuketiyor-enerji-su-ve-hammadde-kullaniminin-derinlemesine-analizi\/#Veri_Merkezlerinde_Su_Tuketimi_Sogutma_Krizi\" >Veri Merkezlerinde Su T&uuml;ketimi: So&#287;utma Krizi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.vipservis.com\/blog\/yapay-zeka-gelisimi-dunyamizin-kaynaklarini-nasil-tuketiyor-enerji-su-ve-hammadde-kullaniminin-derinlemesine-analizi\/#Donanim_Uretimi_ve_Elektronik_Atiklarin_Artis_Trendleri\" >Donan&#305;m &Uuml;retimi ve Elektronik At&#305;klar&#305;n Art&#305;&#351; Trendleri<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.vipservis.com\/blog\/yapay-zeka-gelisimi-dunyamizin-kaynaklarini-nasil-tuketiyor-enerji-su-ve-hammadde-kullaniminin-derinlemesine-analizi\/#Yapay_Zekanin_Olumlu_Cevresel_Etkileri_de_Mevcut\" >Yapay Zek&acirc;n&#305;n Olumlu &Ccedil;evresel Etkileri de Mevcut<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.vipservis.com\/blog\/yapay-zeka-gelisimi-dunyamizin-kaynaklarini-nasil-tuketiyor-enerji-su-ve-hammadde-kullaniminin-derinlemesine-analizi\/#Teknoloji_Sirketlerinin_Surdurulebilirlik_Stratejileri\" >Teknoloji &#350;irketlerinin S&uuml;rd&uuml;r&uuml;lebilirlik Stratejileri<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.vipservis.com\/blog\/yapay-zeka-gelisimi-dunyamizin-kaynaklarini-nasil-tuketiyor-enerji-su-ve-hammadde-kullaniminin-derinlemesine-analizi\/#Sonuc_Yapay_Zeka_ve_Dogal_Kaynak_Kullaniminda_Denge_Gerekliligi\" >Sonu&ccedil;: Yapay Zek&acirc; ve Do&#287;al Kaynak Kullan&#305;m&#305;nda Denge Gereklili&#287;i<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Yapay_Zeka_Gelisimi_ve_Dogal_Kaynaklar_Bilinmeyen_Gercekler\"><\/span>Yapay Zek&acirc; Geli&#351;imi ve Do&#287;al Kaynaklar: Bilinmeyen Ger&ccedil;ekler<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><b>Yapay zek&acirc; teknolojisi<\/b>, g&uuml;nl&uuml;k hayat&#305;m&#305;za h&#305;zla entegre oluyor ve pek &ccedil;ok alanda devrim niteli&#287;inde de&#287;i&#351;iklikler sunuyor. Ak&#305;ll&#305; telefonlardan sa&#287;l&#305;k hizmetlerine, ula&#351;&#305;mdan e&#287;lenceye kadar hemen her alanda etkin rol oynayan yapay zek&acirc;, hayat&#305;m&#305;z&#305; kolayla&#351;t&#305;r&#305;rken bir yandan da gezegenimizin do&#287;al kaynaklar&#305;n&#305; ciddi &#351;ekilde t&uuml;ketiyor. Peki, <b>yapay zek&acirc; geli&#351;tirmek i&ccedil;in hangi do&#287;al kaynaklar kullan&#305;l&#305;yor ve &ccedil;evresel etkileri nelerdir?<\/b> Gelin, bu konuyu t&uuml;m detaylar&#305;yla inceleyelim.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2025\/07\/0013a6d00c349d87bea082de1871052df78ab782.jpeg\" alt=\"0013a6d00c349d87bea082de1871052df78ab782\" class=\"\" style=\"max-width: 100%;height: auto;margin: 10px auto\"><\/p>\n<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Yapay_Zeka_ve_Devasa_Veri_Merkezlerinin_Enerji_Ihtiyaci\"><\/span>Yapay Zek&acirc; ve Devasa Veri Merkezlerinin Enerji &#304;htiyac&#305;<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><b>Yapay zek&acirc; modellerinin e&#287;itim ve &ccedil;al&#305;&#351;t&#305;r&#305;lmas&#305;<\/b> i&ccedil;in kullan&#305;lan b&uuml;y&uuml;k veri merkezleri, ba&#351; d&ouml;nd&uuml;r&uuml;c&uuml; d&uuml;zeyde enerji harcamakta. Binlerce g&uuml;&ccedil;l&uuml; bilgisayar ve sunucu, <b>b&uuml;y&uuml;k dil modelleri<\/b> ve karma&#351;&#305;k algoritmalar&#305;n arkas&#305;ndaki motor g&ouml;revini g&ouml;r&uuml;yor.<\/p>\n<p>Bu devasa merkezlerde ger&ccedil;ekle&#351;en i&#351;lemler, s&#305;radan bir hanenin y&#305;ll&#305;k elektrik t&uuml;ketiminin y&uuml;zlerce kat&#305;na ula&#351;abiliyor. Uluslararas&#305; Enerji Ajans&#305;&#8217;n&#305;n verilerine g&ouml;re, <b>veri merkezlerinin k&uuml;resel elektrik t&uuml;ketimine katk&#305;s&#305;<\/b> her y&#305;l art&#305;yor ve bu b&uuml;y&uuml;menin yak&#305;n zamanda yava&#351;lamas&#305; beklenmiyor.<\/p>\n<table>\n<tr>\n<th>&#304;&#351;lem<\/th>\n<th>Enerji T&uuml;ketimi<\/th>\n<\/tr>\n<tr>\n<td>Basit Google Aramas&#305;<\/td>\n<td>1 birim<\/td>\n<\/tr>\n<tr>\n<td>Bir ChatGPT Sorgusu<\/td>\n<td>10 birim<\/td>\n<\/tr>\n<\/table>\n<p>Yani <b>bir yapay zek&acirc; sorgusu<\/b>, standart bir internet sorgusuna k&#305;yasla yakla&#351;&#305;k 10 kat daha fazla enerji harc&#305;yor.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2025\/07\/b22dc7a353f773458f59f5b7f502ee2505c8e9b7.jpeg\" alt=\"b22dc7a353f773458f59f5b7f502ee2505c8e9b7\" class=\"\" style=\"max-width: 100%;height: auto;margin: 10px auto\"><\/p>\n<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Yenilenebilir_Enerji_Yeterli_mi\"><\/span>Yenilenebilir Enerji Yeterli mi?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Bir&ccedil;ok <b>teknoloji &#351;irketi<\/b>, artan enerji ihtiyac&#305;n&#305; kar&#351;&#305;lamak i&ccedil;in g&uuml;ne&#351;, r&uuml;zgar ve di&#287;er yenilenebilir enerji kaynaklar&#305;na y&ouml;nelse de bug&uuml;n&uuml;n t&uuml;ketime g&ouml;re bu kaynaklar tam anlam&#305;yla yeterli olmaktan uzak. Yapay zek&acirc;n&#305;n enerji a&ccedil;l&#305;&#287;&#305; halen endi&#351;e verici boyutta ve bu nedenle daha verimli sistemlere ge&ccedil;i&#351; b&uuml;y&uuml;k &ouml;nem ta&#351;&#305;yor.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2025\/07\/66d37a0b5ae916e090207ad582ae9aa97cbc3728.jpeg\" alt=\"66d37a0b5ae916e090207ad582ae9aa97cbc3728\" class=\"\" style=\"max-width: 100%;height: auto;margin: 10px auto\"><\/p>\n<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Veri_Merkezlerinde_Su_Tuketimi_Sogutma_Krizi\"><\/span>Veri Merkezlerinde Su T&uuml;ketimi: So&#287;utma Krizi<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Binlerce sunucu ve donan&#305;m bile&#351;eninin s&uuml;rekli &ccedil;al&#305;&#351;mas&#305; &ouml;nemli miktarda &#305;s&#305; &uuml;retir. Bu &#305;s&#305;n&#305;n kontrol edilmesi i&ccedil;in ise ciddi miktarda suya ihtiya&ccedil; duyulur. <b>Veri merkezleri, so&#287;utma kuleleri yard&#305;m&#305;yla milyonlarca litre tatl&#305; suyu buharla&#351;t&#305;rarak veya kapal&#305; devre dola&#351;t&#305;rarak s&#305;cakl&#305;&#287;&#305; d&uuml;&#351;&uuml;r&uuml;r<\/b>.<\/p>\n<p>&Ouml;zellikle <b>su k&#305;tl&#305;&#287;&#305; ya&#351;ayan b&ouml;lgelerde<\/b> kurulan b&uuml;y&uuml;k veri merkezleri, yerel su kaynaklar&#305; &uuml;zerinde bask&#305; olu&#351;turuyor. G&uuml;n&uuml;m&uuml;zde bir yapay zek&acirc; modelinin e&#287;itim s&uuml;recinde harcanan su miktar&#305;, y&uuml;zlerce ailenin g&uuml;nl&uuml;k su ihtiyac&#305;n&#305; kar&#351;&#305;layacak d&uuml;zeye ula&#351;abiliyor.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.vipservis.com\/blog\/wp-content\/uploads\/2025\/07\/7ab96d3ab73f5bbad70fb7de751a3afeef56e1e9.jpeg\" alt=\"7ab96d3ab73f5bbad70fb7de751a3afeef56e1e9\" class=\"\" style=\"max-width: 100%;height: auto;margin: 10px auto\"><\/p>\n<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Donanim_Uretimi_ve_Elektronik_Atiklarin_Artis_Trendleri\"><\/span>Donan&#305;m &Uuml;retimi ve Elektronik At&#305;klar&#305;n Art&#305;&#351; Trendleri<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><b>Yapay zek&acirc; sistemlerinin &ccedil;al&#305;&#351;mas&#305;<\/b> i&ccedil;in &ouml;zel olarak geli&#351;tirilen y&uuml;ksek performansl&#305; &ccedil;ipler (&ouml;zellikle GPU&rsquo;lar) ve di&#287;er donan&#305;m bile&#351;enleri, &uuml;retim s&uuml;re&ccedil;lerinde nadir toprak elementleri, kobalt ve lityum gibi de&#287;erli madenlerin t&uuml;ketilmesini gerektiriyor.<\/p>\n<p>Teknolojinin h&#305;zla geli&#351;mesi, donan&#305;mlar&#305;n &ccedil;ok daha k&#305;sa s&uuml;rede eskimesine ve devasa elektronik at&#305;k y&#305;&#287;&#305;n&#305;na d&ouml;n&uuml;&#351;mesine yol a&ccedil;&#305;yor. Bu at&#305;klar&#305;n i&ccedil;erisinde &ccedil;evreye zarar verebilecek pek &ccedil;ok tehlikeli madde bulunmas&#305;, <b>geri d&ouml;n&uuml;&#351;&uuml;m&uuml; kritik bir zorunluluk<\/b> haline getiriyor.<\/p>\n<table>\n<tr>\n<th>Kullan&#305;lan Kaynak<\/th>\n<th>&Ccedil;evresel Risk<\/th>\n<\/tr>\n<tr>\n<td>Kobalt &amp; Lityum<\/td>\n<td>Do&#287;al maden rezervlerinin azalmas&#305;<\/td>\n<\/tr>\n<tr>\n<td>Nadir Toprak Elementleri<\/td>\n<td>Madencilik faaliyetlerinden &ccedil;evre kirlili&#287;i<\/td>\n<\/tr>\n<tr>\n<td>Elektronik At&#305;k<\/td>\n<td>Zararl&#305; maddelerin topra&#287;a kar&#305;&#351;mas&#305;<\/td>\n<\/tr>\n<\/table>\n<p>Gelecekte yapay zek&acirc;ya olan talebin daha da artaca&#287;&#305;n&#305;n &ouml;ng&ouml;r&uuml;lmesi, <b>d&uuml;nya genelinde elektronik at&#305;k miktar&#305;nda ciddi bir y&uuml;kseli&#351;in habercisi<\/b> olarak yorumlanmakta.<\/p>\n<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Yapay_Zekanin_Olumlu_Cevresel_Etkileri_de_Mevcut\"><\/span>Yapay Zek&acirc;n&#305;n Olumlu &Ccedil;evresel Etkileri de Mevcut<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><b>Yapay zek&acirc; sadece zararl&#305; de&#287;ildir. Do&#287;ru kullan&#305;ld&#305;&#287;&#305;nda &ccedil;evresel a&ccedil;&#305;dan &ouml;nemli katk&#305;lar da sunabilir:<\/b><\/p>\n<ul>\n<li>Enerji &#351;ebekelerinin optimizasyonu ile israf&#305;n azalt&#305;lmas&#305;<\/li>\n<li>&#304;klim tahminleri ve de&#287;i&#351;ikli&#287;i modellemesinde y&uuml;ksek do&#287;ruluk<\/li>\n<li>Tar&#305;mda girdilerin daha verimli kullan&#305;lmas&#305;n&#305; sa&#287;lamak<\/li>\n<\/ul>\n<p>Buradaki kilit nokta, <b>yararlar&#305;n&#305;n &ccedil;evresel maliyetin &ouml;n&uuml;ne ge&ccedil;mesi ve dengeli inovasyon s&uuml;re&ccedil;lerinin benimsenmesidir<\/b>.<\/p>\n<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Teknoloji_Sirketlerinin_Surdurulebilirlik_Stratejileri\"><\/span>Teknoloji &#350;irketlerinin S&uuml;rd&uuml;r&uuml;lebilirlik Stratejileri<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><b>B&uuml;y&uuml;k teknoloji &#351;irketleri<\/b> de yapay zek&acirc; geli&#351;tirmenin &ccedil;evreye olan etkilerini azaltmak i&ccedil;in aktif ad&#305;mlar at&#305;yor:<\/p>\n<ul>\n<li>Veri merkezlerinde tamamen yenilenebilir enerji kullan&#305;m&#305;<\/li>\n<li>Daha verimli ve az enerji t&uuml;keten yapay zek&acirc; modellerinin geli&#351;tirilmesi<\/li>\n<li>Geli&#351;mi&#351; so&#287;utma teknolojilerinin kullan&#305;m&#305;<\/li>\n<li>Donan&#305;m geri d&ouml;n&uuml;&#351;&uuml;m programlar&#305;n&#305;n te&#351;viki<\/li>\n<\/ul>\n<p>Bu ad&#305;mlar, &#351;imdilik b&uuml;y&uuml;k &ouml;l&ccedil;ekli sorunlar i&ccedil;in tek ba&#351;&#305;na yeterli olmasa da, s&uuml;rd&uuml;r&uuml;lebilir teknolojik geli&#351;ime giden yolda &ouml;nemli bir ba&#351;lang&#305;&ccedil; sunuyor.<\/p>\n<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Sonuc_Yapay_Zeka_ve_Dogal_Kaynak_Kullaniminda_Denge_Gerekliligi\"><\/span>Sonu&ccedil;: Yapay Zek&acirc; ve Do&#287;al Kaynak Kullan&#305;m&#305;nda Denge Gereklili&#287;i<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><b>Yapay zek&acirc;<\/b> teknolojisinin sundu&#287;u faydalar g&ouml;z ard&#305; edilemez. Ancak bu teknolojinin geli&#351;iminde <b>enerji, su ve maden t&uuml;ketiminin s&uuml;rd&uuml;r&uuml;lebilir bi&ccedil;imde y&ouml;netilmesi gereklili&#287;i<\/b> son derece kritik. Hem bireyler hem de &#351;irketler olarak bu bilin&ccedil;le hareket etmek, gezegenimizin kaynaklar&#305;n&#305; koruyarak inovasyonun &ouml;n&uuml;n&uuml; a&ccedil;mak a&ccedil;&#305;s&#305;ndan b&uuml;y&uuml;k &ouml;nem ta&#351;&#305;yor.<\/p>\n<p>Unutulmamal&#305; ki, <b>yapay zek&acirc;n&#305;n potansiyeli, &ccedil;evresel maliyetlerle dengelendi&#287;i takdirde<\/b> uzun vadede hem gezegenimiz hem de insanl&#305;k i&ccedil;in kazan&ccedil; sa&#287;layacak.<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Yapay Zek&acirc; Geli&#351;imi ve Do&#287;al Kaynaklar: Bilinmeyen Ger&ccedil;ekler Yapay zek&acirc; teknolojisi, g&uuml;nl&uuml;k hayat&#305;m&#305;za h&#305;zla entegre oluyor ve pek &ccedil;ok alanda devrim niteli&#287;inde de&#287;i&#351;iklikler sunuyor. Ak&#305;ll&#305; telefonlardan sa&#287;l&#305;k hizmetlerine, ula&#351;&#305;mdan e&#287;lenceye kadar hemen her alanda etkin rol oynayan yapay zek&acirc;, hayat&#305;m&#305;z&#305; kolayla&#351;t&#305;r&#305;rken bir yandan da gezegenimizin do&#287;al kaynaklar&#305;n&#305; ciddi &#351;ekilde t&uuml;ketiyor. Peki, yapay zek&acirc; geli&#351;tirmek i&ccedil;in [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":9620,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17214],"tags":[],"class_list":["post-9625","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-yapay-zeka-haberleri-ve-icerikleri"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Yapay Zek\u00e2 Geli\u015fimi D\u00fcnyam\u0131z\u0131n Kaynaklar\u0131n\u0131 Nas\u0131l T\u00fcketiyor? 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