{"id":8608,"date":"2025-04-27T06:35:00","date_gmt":"2025-04-27T06:35:00","guid":{"rendered":"https:\/\/undetectable.ai/blog\/?p=8608"},"modified":"2025-06-09T11:13:17","modified_gmt":"2025-06-09T11:13:17","slug":"chatgpt-ne-kadar-enerji%cc%87-kullaniyor","status":"publish","type":"post","link":"https:\/\/undetectable.ai/blog\/tr\/chatgpt-ne-kadar-enerji%cc%87-kullaniyor\/","title":{"rendered":"ChatGPT Ne Kadar Enerji Kullan\u0131r?"},"content":{"rendered":"<p>ChatGPT'nin ne kadar enerji kulland\u0131\u011f\u0131na dair cevaplar i\u00e7in internette ara\u015ft\u0131rma yaparsan\u0131z, muhtemelen buna benzer bir \u015fey bulacaks\u0131n\u0131z:<\/p>\n\n\n\n<p>\"ChatGPT, bir Google Aramas\u0131ndan 10 kat daha fazla elektrik kullan\u0131r.\"<\/p>\n\n\n\n<p>E\u011fer izleri takip ederseniz, bu iddia bir <a href=\"https:\/\/iea.blob.core.windows.net\/assets\/6b2fd954-2017-408e-bf08-952fdd62118a\/Electricity2024-Analysisandforecastto2026.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">170 sayfal\u0131k IEA raporu<\/a>Alphabet ba\u015fkan\u0131n\u0131n 2009 y\u0131l\u0131 verilerine dayanarak yapt\u0131\u011f\u0131 muhtemel bir tahminden al\u0131nt\u0131 yapan bir makaleye ba\u011flant\u0131 veriyor. Eyvah!<\/p>\n\n\n\n<p>Ger\u00e7ekte, Google'\u0131n yeni arama i\u015flemleri 2009 y\u0131l\u0131na g\u00f6re yakla\u015f\u0131k 10 kat daha verimlidir ve ChatGPT'nin bug\u00fcn talep ba\u015f\u0131na ger\u00e7ek enerji kullan\u0131m\u0131, ilk alarm zillerinin \u00f6nerdi\u011finden \u00e7ok daha d\u00fc\u015f\u00fckt\u00fcr.<\/p>\n\n\n\n<p>GPT-4o gibi daha yeni modeller verimlilik konusunda b\u00fcy\u00fck ad\u0131mlar atm\u0131\u015ft\u0131r, yani ortal\u0131kta dola\u015fan man\u015fet rakamlar\u0131 modas\u0131 ge\u00e7mi\u015f ve d\u00fcr\u00fcst olmak gerekirse biraz yan\u0131lt\u0131c\u0131d\u0131r.<\/p>\n\n\n\n<p>Peki, ger\u00e7ek resim nedir? \u0130\u015fte biz de tam olarak bu konuya dal\u0131yoruz.<\/p>\n\n\n\n<p>\u00c7\u0131kar\u0131mlar\u0131n\u0131z \u015funlar olacak:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ChatGPT'ye kaputun alt\u0131nda ne g\u00fc\u00e7 veriyor?<\/li>\n\n\n\n<li>Bir ChatGPT aramas\u0131 ne kadar enerji kullan\u0131r?<\/li>\n\n\n\n<li>Google Arama ve di\u011fer yapay zeka modellerine k\u0131yasla ne kadar enerji t\u00fcketiyor?<\/li>\n\n\n\n<li>OpenAI etkisini azaltmak i\u00e7in ne yap\u0131yor?<\/li>\n\n\n\n<li>Yapay zeka kullan\u0131m\u0131n\u0131z\u0131 daha sorumlu hale getirmek i\u00e7in bir kullan\u0131c\u0131 olarak hangi ad\u0131mlar\u0131 atabilirsiniz?<\/li>\n<\/ul>\n\n\n\n<p>Hadi konuya girelim.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ChatGPT'ye Ne G\u00fc\u00e7 Verir?<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"585\" src=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/robot-human-hands-interacting-1-1024x585.jpg\" alt=\"\" class=\"wp-image-8617\" title=\"\" srcset=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/robot-human-hands-interacting-1-1024x585.jpg 1024w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/robot-human-hands-interacting-1-300x171.jpg 300w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/robot-human-hands-interacting-1-768x439.jpg 768w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/robot-human-hands-interacting-1-1536x878.jpg 1536w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/robot-human-hands-interacting-1-scaled.jpg 1792w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/robot-human-hands-interacting-1-18x10.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p>Microsoft Azure CTO'su Mark Russinovich bize perdenin arkas\u0131na bir bak\u0131\u015f att\u0131 <a href=\"https:\/\/www.youtube.com\/watch?v=Rk3nTUfRZmo\" target=\"_blank\" rel=\"noreferrer noopener\">bir podcast'te<\/a> o <a href=\"https:\/\/techcommunity.microsoft.com\/blog\/microsoftmechanicsblog\/what-runs-chatgpt-inside-microsofts-ai-supercomputer--featuring-mark-russinovich\/3830281\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft 2023'te yay\u0131nlad\u0131<\/a>.&nbsp;<\/p>\n\n\n\n<p>Ona g\u00f6re Microsoft, y\u00fcz milyarlarca parametreye sahip modelleri e\u011fitebilecek bir altyap\u0131 kurdu.&nbsp;<\/p>\n\n\n\n<p>\u00d6rne\u011fin GPT-3'\u00fcn 175 milyar parametresi vard\u0131 ki Microsoft'un Megatron-Turing modelinin 530 milyar parametreyle \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 duyana kadar bu rakam kula\u011fa \u00e7ok fazla geliyordu.<\/p>\n\n\n\n<p>Donan\u0131m a\u00e7\u0131s\u0131ndan, orijinal 2020 OpenAI s\u00fcper bilgisayar\u0131 285.000'den fazla AMD InfiniBand ba\u011flant\u0131l\u0131 CPU \u00e7ekirde\u011fi ve 10.000 NVIDIA V100 Tensor Core GPU'yu bir araya getirdi.&nbsp;<\/p>\n\n\n\n<p>Yeni H100 sanal makine serisi, sanal makine ba\u015f\u0131na sekiz adede kadar NVIDIA H100 Tensor Core GPU'yu k\u00fcmeler ve binlerce adede kadar \u00f6l\u00e7eklenebilir. <a href=\"https:\/\/www.namehero.com\/minecraft-server-hosting\" data-type=\"link\" data-id=\"https:\/\/www.namehero.com\/minecraft-server-hosting\" target=\"_blank\" rel=\"noopener\">Minecraft sunucular\u0131n\u0131 bar\u0131nd\u0131rma<\/a> D\u00fc\u015f\u00fck gecikmeli, y\u00fcksek kesintisiz deneyimler sunmak i\u00e7in.<\/p>\n\n\n\n<p>K\u0131sacas\u0131, ChatGPT'ye neyin g\u00fc\u00e7 verdi\u011fini merak ediyorsan\u0131z, cevap temel olarak: hepsi. <\/p>\n\n\n\n<p>T\u00fcm \u00e7ekirdekler, t\u00fcm GPU'lar, hayallerinizde biriktirebilece\u011finiz t\u00fcm a\u011f bant geni\u015fli\u011fi.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ChatGPT'nin Tahmini Enerji Kullan\u0131m\u0131<\/h3>\n\n\n\n<p>\u015eimdi as\u0131l soruya gelelim: ChatGPT soru ba\u015f\u0131na ne kadar enerji kullan\u0131yor?&nbsp;<\/p>\n\n\n\n<p>Yazd\u0131\u011f\u0131n\u0131z her komutla buzullar\u0131 eritiyormu\u015f gibi k\u0131yamet gibi olmas\u0131n\u0131 bekleyebilirsiniz.&nbsp;<\/p>\n\n\n\n<p>Ama asl\u0131nda, son tahminlere g\u00f6re GPT-4o'daki tipik ChatGPT sorgusu yakla\u015f\u0131k 0,3 watt-saat (Wh) harc\u0131yor.&nbsp;<\/p>\n\n\n\n<p>Bu, 2023'\u00fcn ba\u015flar\u0131nda 3 watt-saat olarak belirlenen eski (ve muhtemelen yanl\u0131\u015f) tahminlerden yakla\u015f\u0131k on kat daha az.&nbsp;<\/p>\n\n\n\n<p>Verimlilikteki s\u0131\u00e7rama, daha iyi modeller, daha keskin donan\u0131m ve eski tahminlerin token say\u0131lar\u0131 konusunda \u00e7ok k\u00f6t\u00fcmser oldu\u011funun fark edilmesinden kaynaklan\u0131yor.<\/p>\n\n\n\n<p>\u00d6l\u00e7ek olarak 0,3 watt-saat, diz\u00fcst\u00fc bilgisayar\u0131n\u0131z\u0131n kahvenizi yeniden \u0131s\u0131t\u0131rken harcad\u0131\u011f\u0131 enerjiden daha azd\u0131r.&nbsp;<\/p>\n\n\n\n<p>T\u00fcm g\u00fcn yo\u011fun sorgular yap\u0131yor olsan\u0131z bile, ChatGPT'nin g\u00fcnde ne kadar enerji harcad\u0131\u011f\u0131, \u00f6rne\u011fin kliman\u0131z\u0131 veya oyun bilgisayar\u0131n\u0131z\u0131 \u00e7al\u0131\u015ft\u0131rmaya k\u0131yasla olduk\u00e7a d\u00fc\u015f\u00fckt\u00fcr. Ama bu sadece sizin kullan\u0131m\u0131n\u0131z.<\/p>\n\n\n\n<p>OpenAI'nin kullan\u0131c\u0131 taban\u0131 \u015eubat ay\u0131 itibariyle haftal\u0131k 400 milyonun \u00fczerindeydi. <a href=\"https:\/\/www.reuters.com\/technology\/artificial-intelligence\/openais-weekly-active-users-surpass-400-million-2025-02-20\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI s\u00f6zc\u00fcs\u00fc Reuters'e \u015funlar\u0131 s\u00f6yledi<\/a>. Yani bu konuda verimli olsan\u0131z bile \u00e7ok fazla watt-saat olacakt\u0131r.<\/p>\n\n\n\n<p>Bu 0,3 watt-saat rakam\u0131n\u0131n hala biraz temkinli bir rakam oldu\u011funu belirtmek gerekir.&nbsp;<\/p>\n\n\n\n<p>Bir\u00e7ok g\u00fcnl\u00fck sorgu muhtemelen bundan daha ucuzdur.<\/p>\n\n\n\n<p>Ancak b\u00fcy\u00fck miktarda girdi, kapsaml\u0131 \u00e7\u0131kt\u0131lar veya a\u011f\u0131r muhakeme modelleri i\u00e7eren sorgular yine de t\u00fcketimi \u00e7ok daha y\u00fckse\u011fe \u00e7\u0131karabilir.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Enerji Kullan\u0131m\u0131: GPT-4 vs GPT-3.5<\/h2>\n\n\n\n<p>GPT-3.5 kullan\u0131mdan kald\u0131r\u0131lm\u0131\u015f olsa da, \u00f6zellikle ChatGPT'nin s\u00fcr\u00fcmler aras\u0131nda ne kadar enerji kulland\u0131\u011f\u0131n\u0131 tart\u0131\u015f\u0131rken, miras\u0131 hala devam ediyor.<\/p>\n\n\n\n<p>\u0130\u015fte GPT-4'e k\u0131yasla enerji kullan\u0131m\u0131 hakk\u0131nda verilerin s\u00f6yledikleri.<\/p>\n\n\n\n<p>Yakla\u015f\u0131k 175 milyar parametreye sahip GPT-3 tarz\u0131 bir model i\u00e7in emisyonlar zaten yo\u011fundu, ancak daha a\u011f\u0131r mimarisiyle GPT-4 tarz\u0131 bir modele ge\u00e7mek emisyonlar\u0131 yakla\u015f\u0131k 200 kat art\u0131rabilir.&nbsp;<\/p>\n\n\n\n<p><a href=\"https:\/\/www.latent.space\/p\/geohot\" target=\"_blank\" rel=\"noreferrer noopener\">George Hotz'a g\u00f6re<\/a>GPT-4, 220B parametreli GPT-3 benzeri bir modelin birbirine dikilmi\u015f sekiz \u00f6rne\u011fidir.&nbsp;<\/p>\n\n\n\n<p>Ancak daha da \u00f6nemlisi, bu modellerden sadece ikisi \u00e7\u0131kar\u0131m s\u0131ras\u0131nda ger\u00e7ekten y\u00f6nlendirilir, bu da baz\u0131 parametre payla\u015f\u0131mlar\u0131n\u0131 hesaba katt\u0131\u011f\u0131n\u0131zda ger\u00e7ek eylemin yakla\u015f\u0131k 280B etkili parametre ile ger\u00e7ekle\u015fti\u011fi anlam\u0131na gelir (dikkat mekanizmalar\u0131 i\u00e7in ~55B).<\/p>\n\n\n\n<p>Bunu GPT-3.5'in 175B kurulumuyla kar\u015f\u0131la\u015ft\u0131rd\u0131\u011f\u0131n\u0131zda, GPT-4'\u00fcn \u00e7\u0131kar\u0131m maliyetlerinin neden \u00fc\u00e7 kata kadar daha y\u00fcksek oldu\u011funu anlamaya ba\u015flars\u0131n\u0131z.&nbsp;<\/p>\n\n\n\n<p>Enerji kullan\u0131m\u0131ndaki art\u0131\u015f, sadece 1,6 kat art\u0131\u015f g\u00f6stermesi gereken parametre say\u0131s\u0131ndaki art\u0131\u015f\u0131 geride b\u0131rakmaktad\u0131r.&nbsp;<\/p>\n\n\n\n<p>Ancak b\u00f6yle olmad\u0131 \u00e7\u00fcnk\u00fc GPT-4'\u00fcn sorgular\u0131 \u00e7ok daha pahal\u0131.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Yapay Zeka Modellerinin Karbon Ayak \u0130zi<\/h3>\n\n\n\n<p>B\u00fcy\u00fck yapay zeka modellerini \u00e7al\u0131\u015ft\u0131rmak, gezegen ya da elektrik faturas\u0131 i\u00e7in ucuz de\u011fildir. <\/p>\n\n\n\n<p>Bu modeller ciddi bilgi i\u015flem g\u00fcc\u00fc gerektiriyor, bu da \u00e7ok fazla elektrik ve \u00e7o\u011fu durumda \u00e7ok fazla emisyon anlam\u0131na geliyor.<\/p>\n\n\n\n<p>\u00d6rne\u011fin, GPT-3'\u00fcn e\u011fitim i\u00e7in yakla\u015f\u0131k 1.287 MWh elektri\u011fe ihtiya\u00e7 duydu\u011fu bildirildi, <a href=\"https:\/\/towardsdatascience.com\/the-carbon-footprint-of-chatgpt-66932314627d\/\" target=\"_blank\" rel=\"noreferrer noopener\">50 pound'un \u00fczerinde CO2 \u00fcretiyor<\/a>. <\/p>\n\n\n\n<p>GPT-4o gibi daha yeni modeller daha da b\u00fcy\u00fckt\u00fcr, ancak OpenAI tam ayak izlerini yay\u0131nlamam\u0131\u015ft\u0131r.<\/p>\n\n\n\n<p>OpenAI'nin ChatGPT'sinin \u00f6tesinde, muhtemelen Llama 3.2 modellerinde (11B veya 90B parametreleri) \u00e7al\u0131\u015fan Meta'n\u0131n AI asistan\u0131 var. <\/p>\n\n\n\n<p>Yine, CO2 emisyonlar\u0131na ili\u015fkin kesin rakamlar mevcut de\u011fildir.<\/p>\n\n\n\n<p>Anthropic'in Claude 3.5 Sonnet'i \u00e7ok daha a\u011f\u0131rd\u0131r ve tam karbon ayak izi a\u00e7\u0131klanmadan yakla\u015f\u0131k 400 milyar parametre olarak tahmin edilmektedir.<\/p>\n\n\n\n<p>Peki ya Google'\u0131n Gemini'si? Google tam parametre say\u0131lar\u0131n\u0131 a\u00e7\u0131klamam\u0131\u015f olsa da \"Flash\" ve \"Pro\" varyantlar\u0131 taraf\u0131ndan desteklenmektedir. <\/p>\n\n\n\n<p>Yine de GPT-4o veya mini t\u00fcrevleri ile ayn\u0131 seviyede olduklar\u0131 sonucuna varabiliriz.<\/p>\n\n\n\n<p>Kolayla\u015ft\u0131r\u0131lm\u0131\u015f modellerden bahsetmi\u015fken, DeepSeek-V3 burada sadece 37 milyar aktif parametreyle (toplam 671 milyar parametreden) esniyor.&nbsp;<\/p>\n\n\n\n<p>R1 ak\u0131l y\u00fcr\u00fctme varyant\u0131, GPT-4o'ya g\u00f6re jeton ba\u015f\u0131na daha hassas bir \u015fekilde enerji t\u00fcketirken g\u00fc\u00e7l\u00fc bir performans sergiliyor.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ChatGPT Di\u011fer Ara\u00e7larla Nas\u0131l Kar\u015f\u0131la\u015ft\u0131r\u0131l\u0131r?<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"683\" height=\"1024\" src=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/Chatgpt-comparison-683x1024.jpg\" alt=\"\" class=\"wp-image-8615\" title=\"\" srcset=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/Chatgpt-comparison-683x1024.jpg 683w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/Chatgpt-comparison-200x300.jpg 200w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/Chatgpt-comparison-768x1152.jpg 768w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/Chatgpt-comparison-8x12.jpg 8w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/Chatgpt-comparison.jpg 1024w\" sizes=\"auto, (max-width: 683px) 100vw, 683px\" \/><\/figure><\/div>\n\n\n<p>Bu noktada, ChatGPT'nin ne kadar enerji kulland\u0131\u011f\u0131n\u0131n etkile\u015fimde bulundu\u011funuz s\u00fcr\u00fcme, istemlerin uzunlu\u011funa ve kaputun alt\u0131ndaki mekani\u011fe ba\u011fl\u0131 oldu\u011funu bilmelisiniz.&nbsp;<\/p>\n\n\n\n<p>Daha geni\u015f yapay zeka ara\u00e7lar\u0131 evreniyle kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda ChatGPT, \u00f6zellikle \u00fcst d\u00fczey modeller i\u00e7in enerji talepleri a\u00e7\u0131s\u0131ndan ortalama d\u00fczeydedir.&nbsp;<\/p>\n\n\n\n<p>Ancak s\u00f6z konusu pazar pay\u0131 ve kullan\u0131m s\u0131kl\u0131\u011f\u0131 oldu\u011funda, \"ortalama\" bile b\u00fcy\u00fck \u00f6l\u00e7ekte devasa bir enerji ayak izi anlam\u0131na gelir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Enerji kullan\u0131m\u0131 vs Google Arama<\/h3>\n\n\n\n<p>2009'da, <a href=\"https:\/\/googleblog.blogspot.com\/2009\/01\/powering-google-search.html\" target=\"_blank\" rel=\"noreferrer noopener\">Google tahmini<\/a> tek bir arama sorgusunun enerji maliyeti 0,3 Wh'dir.<\/p>\n\n\n\n<p>2024 y\u0131l\u0131na gelindi\u011finde ise bu tahmin tozlu bir hal alm\u0131\u015ft\u0131r.<\/p>\n\n\n\n<p>G\u00fcn\u00fcm\u00fcz Google aramalar\u0131n\u0131n asl\u0131nda bu ilk tahminlerden yakla\u015f\u0131k 10 kat daha az enerji kulland\u0131\u011f\u0131 ortaya \u00e7\u0131kt\u0131.&nbsp;<\/p>\n\n\n\n<p>Bu arada, ChatGPT dahil olmak \u00fczere ortalama bir LLM talebi i\u00e7in daha \u00f6nce yap\u0131lan enerji tahminleri de yakla\u015f\u0131k 10 kat fazlayd\u0131 (2,9 Wh).<\/p>\n\n\n\n<p>En son yap\u0131lan ara\u015ft\u0131rmalara g\u00f6re <a href=\"https:\/\/limited.systems\/articles\/google-search-vs-chatgpt-emissions\/\" target=\"_blank\" rel=\"noreferrer noopener\">Google'\u0131n enerji t\u00fcketimi 0,04 Wh<\/a> ve ChatGPT 0,3 Wh, bu iki hata birbirini iptal ediyor, yani eski \"LLM'ler sorgu ba\u015f\u0131na Google Arama'dan yakla\u015f\u0131k 10 kat daha fazla enerji kullan\u0131yor\" hala ge\u00e7erli... ama sadece herkes do\u011fru \u015fekilde yan\u0131ld\u0131\u011f\u0131 i\u00e7in.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">OpenAI Etkiyi Azaltmak \u0130\u00e7in Ne Yap\u0131yor?<\/h2>\n\n\n\n<p>OpenAI, ChatGPT gibi modelleri e\u011fitmenin ve \u00e7al\u0131\u015ft\u0131rman\u0131n enerjiyi \u00f6nemli \u00f6l\u00e7\u00fcde daha h\u0131zl\u0131 t\u00fcketti\u011finin tamamen fark\u0131ndad\u0131r.&nbsp;<\/p>\n\n\n\n<p>Bu da bizi \u015fu soruya getiriyor: Bu konuda ne yap\u0131l\u0131yor?<\/p>\n\n\n\n<p>\u0130lk olarak, OpenAI verimlilik y\u00fckseltmelerini zorluyor.&nbsp;<\/p>\n\n\n\n<p>Zamanla, GPT-4o gibi daha yeni modeller ve \u015fimdi <a href=\"https:\/\/openai.com\/index\/gpt-4-1\/\" target=\"_blank\" rel=\"noreferrer noopener\">GPT-4.1<\/a>\u00e7\u0131kar\u0131m s\u0131ras\u0131nda \u00f6nemli \u00f6l\u00e7\u00fcde daha d\u00fc\u015f\u00fck enerji t\u00fcketimi i\u00e7in \u00f6zel olarak optimize edilmi\u015ftir.&nbsp;<\/p>\n\n\n\n<p>Model mimarisi, belirte\u00e7 i\u015fleme ve sunucu d\u00fczeyinde donan\u0131m iyile\u015ftirmelerindeki geli\u015fmeler, bug\u00fcn bir ChatGPT sorgusunun ne kadar enerji kulland\u0131\u011f\u0131n\u0131n ayn\u0131 g\u00f6rev i\u00e7in bir y\u0131l \u00f6ncesine g\u00f6re bile \u00e7ok daha d\u00fc\u015f\u00fck oldu\u011fu anlam\u0131na geliyor.<\/p>\n\n\n\n<p>OpenAI ayr\u0131ca Microsoft Azure ile i\u015f ortakl\u0131\u011f\u0131 yap\u0131yor ve <a href=\"https:\/\/datacenters.microsoft.com\/globe\/powering-sustainable-transformation\/\" target=\"_blank\" rel=\"noreferrer noopener\">Azure, veri merkezlerini 2025 y\u0131l\u0131na kadar 100% yenilenebilir enerji ile \u00e7al\u0131\u015ft\u0131rmay\u0131 taahh\u00fct etti<\/a>.&nbsp;<\/p>\n\n\n\n<p>Bu \u00f6nemlidir \u00e7\u00fcnk\u00fc ChatGPT'ye sorgu g\u00f6nderirken daha \u00f6nce bahsetti\u011fimiz Azure s\u00fcper bilgisayarlar\u0131na ping atm\u0131\u015f olursunuz.&nbsp;<\/p>\n\n\n\n<p>Enerji kayna\u011f\u0131n\u0131n fosil yak\u0131tlardan yenilenebilir enerjilere kayd\u0131r\u0131lmas\u0131, bir sorgunun kulland\u0131\u011f\u0131 watt miktar\u0131n\u0131 do\u011frudan azaltmaz, ancak buna ba\u011fl\u0131 karbon ayak izini radikal bir \u015fekilde azalt\u0131r.<\/p>\n\n\n\n<p>Altyap\u0131n\u0131n \u00f6tesinde, gelece\u011fe y\u00f6nelik baz\u0131 \u015feyler de oluyor. OpenAI, performanstan \u00f6d\u00fcn vermeden modelleri daha k\u00fc\u00e7\u00fck hale getirmenin yollar\u0131n\u0131 aktif olarak ara\u015ft\u0131r\u0131yor. <\/p>\n\n\n\n<p>Model s\u0131k\u0131\u015ft\u0131rma, dam\u0131tma ve daha ak\u0131ll\u0131 y\u00f6nlendirme (dinamik token i\u015fleme gibi) yapay zeka verimlili\u011fi \u00e7evrelerinde \u00e7ok canl\u0131 konulard\u0131r.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Bir Kullan\u0131c\u0131 Olarak Ne Yapabilirsiniz?<\/h2>\n\n\n\n<p>OpenAI b\u00fcy\u00fck yap\u0131sal de\u011fi\u015fimleri ger\u00e7ekle\u015ftirirken, kullan\u0131c\u0131lar\u0131n at\u0131klar\u0131 en aza indirme ve ChatGPT'yi sorumlu bir \u015fekilde kullanma konusunda hala oynayacaklar\u0131 bir rol var.&nbsp;<\/p>\n\n\n\n<p>\u0130\u015fte yapabilecekleriniz:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>K\u0131sa ve \u00f6z olun:<\/strong> \u0130stemlerinizi net ve s\u0131k\u0131 bir \u015fekilde \u00e7er\u00e7eveleyin. \u0130\u015flenen her ekstra belirte\u00e7 biraz enerjiye mal olur.<\/li>\n\n\n\n<li><strong>\u0130stemleri spam yapmaktan ka\u00e7\u0131n\u0131n:<\/strong> Ayn\u0131 sorunun biraz de\u011fi\u015ftirilmi\u015f 15 versiyonunu g\u00f6nderme iste\u011finize kar\u015f\u0131 koyun.<\/li>\n\n\n\n<li><strong>Uygun modeller kullan\u0131n:<\/strong> M\u00fcmk\u00fcn oldu\u011funda, g\u00fcndelik veya hafif i\u015fler i\u00e7in daha hafif, daha ucuz modelleri (teklif edilirse GPT-4o-mini gibi) se\u00e7in.<\/li>\n\n\n\n<li><strong>Taleplerinizi toplu hale getirin:<\/strong> Bir s\u00fcr\u00fc par\u00e7al\u0131 soru yerine, bunlar\u0131 iyi d\u00fc\u015f\u00fcn\u00fclm\u00fc\u015f tek bir soruda birle\u015ftirin.<\/li>\n<\/ul>\n\n\n\n<p>Sonu gelmeyen yeniden haz\u0131rlama ve yeniden olu\u015fturma i\u015flemlerini azaltmak istiyorsan\u0131z, ilk birka\u00e7 denemeden itibaren daha temiz, yay\u0131na haz\u0131r i\u00e7erik \u00fcreten \u00f6zel ara\u00e7lar kullanmak ak\u0131ll\u0131ca olacakt\u0131r.<\/p>\n\n\n\n<p>\u0130\u015fte buras\u0131 <a href=\"https:\/\/undetectable.ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">Tespit Edilemeyen Yapay Zeka<\/a> gibi ara\u00e7lar <a href=\"https:\/\/undetectable.ai\/ai-stealth-writer\" target=\"_blank\" rel=\"noreferrer noopener\">Gizli Yazar<\/a> veya <a href=\"https:\/\/undetectable.ai\/paraphrasing-tool\" target=\"_blank\" rel=\"noreferrer noopener\">Paraphraser<\/a> \u0130\u00e7eri gel.&nbsp;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"815\" height=\"432\" src=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/AI-Stealth-Writer.jpg\" alt=\"Alg\u0131lanamayan Yapay Zeka Destekli Gizli Yazar\" class=\"wp-image-7574\" title=\"\" srcset=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/AI-Stealth-Writer.jpg 815w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/AI-Stealth-Writer-300x159.jpg 300w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/AI-Stealth-Writer-768x407.jpg 768w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/AI-Stealth-Writer-18x10.jpg 18w\" sizes=\"auto, (max-width: 815px) 100vw, 815px\" \/><\/figure><\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"369\" src=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/AI-paraphrasing-tool-1-1024x369.jpg\" alt=\"Undetectable AI&#039;n\u0131n ba\u015fka kelimelerle ifade etme arac\u0131n\u0131n ekran g\u00f6r\u00fcnt\u00fcs\u00fc\" class=\"wp-image-8125\" title=\"\" srcset=\"https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/AI-paraphrasing-tool-1-1024x369.jpg 1024w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/AI-paraphrasing-tool-1-300x108.jpg 300w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/AI-paraphrasing-tool-1-768x277.jpg 768w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/AI-paraphrasing-tool-1-1536x554.jpg 1536w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/AI-paraphrasing-tool-1-18x6.jpg 18w, https:\/\/undetectable.ai/blog\/wp-content\/uploads\/2025\/04\/AI-paraphrasing-tool-1.jpg 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<p>ChatGPT'den metninizin m\u00fckemmel versiyonunu birden fazla d\u00fczenleme ve yeniden deneme (her biri daha fazla enerjiye mal olur) yoluyla istemek yerine, hassasiyet i\u00e7in olu\u015fturulmu\u015f \u00f6zel ara\u00e7lar\u0131m\u0131z\u0131 kullanabilirsiniz.&nbsp;<\/p>\n\n\n\n<p>Belirli eylemler i\u00e7in tasarlanm\u0131\u015f ara\u00e7lar genellikle daha verimli \u00e7al\u0131\u015f\u0131r ve t\u00fcm ara\u00e7lar\u0131m\u0131z bu ak\u0131ll\u0131, enerji bilincine sahip kullan\u0131m modeline uygundur.&nbsp;<\/p>\n\n\n\n<p>Ba\u015fka bir deyi\u015fle, daha az denemede daha temiz \u00e7\u0131kt\u0131 = daha az enerji yak\u0131lmas\u0131 = daha mutlu sunucular = d\u00fcnyay\u0131 kurtar\u0131yorsunuz, her seferinde bir gevrek paragraf.<\/p>\n\n\n\n<p>Fark\u0131 g\u00f6rmeye haz\u0131r m\u0131s\u0131n\u0131z? Yapay Zeka Dedekt\u00f6r\u00fcm\u00fcz\u00fc ve \u0130nsanc\u0131lla\u015ft\u0131r\u0131c\u0131m\u0131z\u0131 a\u015fa\u011f\u0131daki widget'ta ba\u015flat\u0131n!<\/p>\n\n\n\n<div id=\"uai-widget\" data-affiliate-link=\"https:\/\/undetectable.ai\/?_by=hi4km\"><script>var js = document.createElement(\"script\");js.async = true;js.src = \"https:\/\/widget.undetectable.ai\/js\/widget-loader.js?t=\"+Date.now();document.getElementsByTagName(\"head\")[0].appendChild(js);<\/script><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">S\u0131k\u00e7a Sorulan Sorular: ChatGPT ve Enerji Kullan\u0131m\u0131<\/h2>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list\">\n<div id=\"faq-question-1746167873291\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">Bir ChatGPT talebi ne kadar enerji kullan\u0131r?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>Tipik bir ChatGPT sorgusu, \u00f6zellikle GPT-4o kullan\u0131ld\u0131\u011f\u0131nda, yakla\u015f\u0131k 0,3 watt-saat t\u00fcketir. <\/p>\n<p>Bu, donan\u0131m verimlili\u011fi ve model mimarisindeki geli\u015fmeleri yans\u0131tan daha yeni ve daha do\u011fru tahminlere dayanmaktad\u0131r.\u00a0<\/p>\n<p>Daha \u00f6nceki tahminler sorgu ba\u015f\u0131na yakla\u015f\u0131k 3 watt-saat idi, ancak bu rakamlar eski teknoloji ve varsay\u0131mlara dayan\u0131yordu. <\/p>\n<p>Dolay\u0131s\u0131yla, bir ChatGPT talebinin bug\u00fcn ne kadar enerji kulland\u0131\u011f\u0131 eskiye g\u00f6re \u00e7ok daha d\u00fc\u015f\u00fckt\u00fcr.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1746167889312\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">E\u011fitim, onu kullanmaktan daha m\u0131 yo\u011fun enerji gerektirir?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>Evet, kesinlikle. ChatGPT gibi bir modeli e\u011fitmek, g\u00fcnl\u00fck sorgular i\u00e7in \u00e7al\u0131\u015ft\u0131rmaktan \u00e7ok daha fazla miktarda enerji kullan\u0131r. <\/p>\n<p>E\u011fitim, binlerce GPU \u00fczerinde haftalar veya aylar boyunca muazzam veri k\u00fcmelerinin i\u015flenmesini gerektirir ve bu da \u00e7ok b\u00fcy\u00fck bir \u00f6n karbon ayak izi ile sonu\u00e7lan\u0131r. <\/p>\n<p>Buna kar\u015f\u0131n, modelin kullan\u0131lmas\u0131 (\u00e7\u0131kar\u0131m) istek ba\u015f\u0131na nispeten az miktarda enerji t\u00fcketir.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1746167910663\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question\">OpenAI s\u00fcrd\u00fcr\u00fclebilirlik verilerini yay\u0131nl\u0131yor mu?<\/h3>\n<div class=\"rank-math-answer\">\n\n<p>Hay\u0131r, OpenAI \u015fu anda ayr\u0131nt\u0131l\u0131 kamu s\u00fcrd\u00fcr\u00fclebilirlik raporlar\u0131 veya tam enerji kullan\u0131m istatistikleri yay\u0131nlamamaktad\u0131r. <\/p>\n<p>Kendi s\u00fcrd\u00fcr\u00fclebilirlik hedefleri ve raporlar\u0131 olan Microsoft Azure ile yak\u0131n bir \u015fekilde \u00e7al\u0131\u015fsalar da OpenAI'nin kendisi, modellerinin enerji t\u00fcketimi veya karbon ayak izi hakk\u0131nda kapsaml\u0131 a\u00e7\u0131klamalar yapmam\u0131\u015ft\u0131r.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\">Son D\u00fc\u015f\u00fcnceler: Yapay Zekan\u0131n Enerji Maliyeti<\/h2>\n\n\n\n<p>Sonu\u00e7 olarak, ChatGPT'nin ne kadar enerji kulland\u0131\u011f\u0131 b\u00fcy\u00fck \u00f6l\u00e7\u00fcde hangi modele eri\u015fti\u011finize ve onu nas\u0131l kulland\u0131\u011f\u0131n\u0131za ba\u011fl\u0131d\u0131r.&nbsp;<\/p>\n\n\n\n<p>Ancak genel olarak, yeni modellerin daha verimli hale geldi\u011fi ve sekt\u00f6r\u00fcn \u00e7evresel etkiyi azaltmak i\u00e7in ger\u00e7ek \u00e7aba sarf etti\u011fi a\u00e7\u0131kt\u0131r.<\/p>\n\n\n\n<p>Bununla birlikte, do\u011fru g\u00f6rev i\u00e7in do\u011fru arac\u0131 se\u00e7mek dijital ayak izinizde anlaml\u0131 bir fark yaratabilir.&nbsp;<\/p>\n\n\n\n<p>Daha ak\u0131ll\u0131 i\u015f ak\u0131\u015flar\u0131, daha az yeniden deneme ve daha net istemler, daha d\u00fc\u015f\u00fck enerji kullan\u0131m\u0131na katk\u0131da bulunur.&nbsp;<\/p>\n\n\n\n<p>Ve ChatGPT'yi Undetectable AI gibi amaca y\u00f6nelik ara\u00e7larla birle\u015ftirdi\u011finizde, her iki d\u00fcnyan\u0131n da en iyisini elde edersiniz. <\/p>\n\n\n\n<p>Daha az deneme-yan\u0131lma ile temiz, cilal\u0131 ve yay\u0131na haz\u0131r i\u00e7erik \u00fcretirsiniz. Bu da zamandan, hesaplamadan ve evet, biraz da gezegenden tasarruf etmek anlam\u0131na geliyor.<\/p>\n\n\n\n<p>Daha ak\u0131ll\u0131 ve daha \u00e7evreci \u00e7al\u0131\u015fmak istiyorsan\u0131z, <a href=\"https:\/\/undetectable.ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">Undetectable AI i\u00e7in bug\u00fcn kaydolun<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"","protected":false},"author":15,"featured_media":8618,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"categories":[5],"tags":[],"class_list":["post-8608","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-reviews"],"_links":{"self":[{"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/posts\/8608","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/comments?post=8608"}],"version-history":[{"count":6,"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/posts\/8608\/revisions"}],"predecessor-version":[{"id":10044,"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/posts\/8608\/revisions\/10044"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/media\/8618"}],"wp:attachment":[{"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/media?parent=8608"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/categories?post=8608"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/undetectable.ai/blog\/tr\/wp-json\/wp\/v2\/tags?post=8608"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}