{"id":114121,"date":"2025-05-19T13:00:08","date_gmt":"2025-05-19T13:00:08","guid":{"rendered":"https:\/\/kamucalisani.net\/?p=114121"},"modified":"2025-05-19T13:00:08","modified_gmt":"2025-05-19T13:00:08","slug":"sinira-ulasan-sirketler-daha-akilli-yapay-zekalar-icin-yeni-bir-yol-ariyor","status":"publish","type":"post","link":"https:\/\/kamucalisani.net\/index.php\/2025\/05\/19\/sinira-ulasan-sirketler-daha-akilli-yapay-zekalar-icin-yeni-bir-yol-ariyor\/","title":{"rendered":"S\u0131n\u0131ra ula\u015fan \u015firketler daha ak\u0131ll\u0131 yapay zekalar i\u00e7in yeni bir yol ar\u0131yor"},"content":{"rendered":"

<\/span> Son y\u0131llarda yapay zeka<\/strong> (AI) alan\u0131nda \u00f6nemli ad\u0131mlar atan OpenAI<\/strong> ve di\u011fer<\/strong> teknoloji \u015firketleri, b\u00fcy\u00fck dil modelleri olu\u015fturman\u0131n beklenmedik zorluklar\u0131na \u00e7\u00f6z\u00fcm bulmak i\u00e7in yeni yollar ar\u0131yor. AI ara\u015ft\u0131rmac\u0131lar\u0131 ve yat\u0131r\u0131mc\u0131lar, algoritmalar\u0131n “insans\u0131 d\u00fc\u015f\u00fcnme<\/strong>” y\u00f6ntemleriyle e\u011fitilmesi \u00fczerinde duruyor ve bu yeni tekniklerin sekt\u00f6rde k\u00f6kl\u00fc de\u011fi\u015fikliklere yol a\u00e7abilece\u011fine inan\u0131yor. <\/figure>\n

o1’deki y\u00f6ntem kullan\u0131lacak<\/b><\/p>\n

OpenAI’\u0131n en son duyurdu\u011fu “o1<\/strong>” adl\u0131 model, geleneksel b\u00fcy\u00fck dil modellerinden farkl\u0131 olarak sorunlar\u0131 insan benzeri bir mant\u0131kla \u00e7\u00f6zme<\/strong> yetene\u011fine sahip. Bu model, standart e\u011fitim s\u00fcrecinin yan\u0131 s\u0131ra, uzmanlardan al\u0131nan geri bildirimler ve veri ile \u015fekillendirilen yeni bir yakla\u015f\u0131m\u0131 temel al\u0131yor. o1, AI’nin daha insans\u0131 ve \u00e7ok ad\u0131ml\u0131 bir d\u00fc\u015f\u00fcnce s\u00fcreci y\u00fcr\u00fctebilmesine imkan tan\u0131yor.<\/p>\n

OpenAI\u2019\u0131n bu yeni modeli, e\u011fitilmi\u015f b\u00fcy\u00fck dil modellerine ek olarak, modellerin \u00e7\u0131kar\u0131m a\u015famas\u0131nda (inference) daha fazla i\u015flem g\u00fcc\u00fc kullanabilmesine olanak sa\u011flayan \u201ctest-time compute<\/strong>\u201d tekni\u011fini uyguluyor. Bu teknik, modelin karma\u015f\u0131k matematiksel problemler veya kodlama gibi g\u00f6revlerde daha etkin performans g\u00f6stermesini sa\u011fl\u0131yor. \u00d6rne\u011fin, bir model hemen tek bir yan\u0131t se\u00e7mek yerine, ger\u00e7ek zamanl\u0131 olarak birden fazla olas\u0131l\u0131k \u00fcretip de\u011ferlendirebilir ve sonu\u00e7ta ileriye d\u00f6n\u00fck en iyi yolu se\u00e7ebilir.\u00a0<\/p>\n

<\/span> OpenAI’da o1 \u00fczerinde \u00e7al\u0131\u015fan ara\u015ft\u0131rmac\u0131 Noam Brown, bir modeli 100 bin kat b\u00fcy\u00fctmek ve 100 bin kat daha fazla e\u011fitmek yerine sadece “birka\u00e7 saniye d\u00fc\u015f\u00fcnmesini<\/strong>” sa\u011flaman\u0131n daha iyi oldu\u011funu s\u00f6yl\u00fcyor. Bu arada\u00a0\u00a0Anthropic<\/strong>, xAI <\/strong>ve Google DeepMind<\/strong> gibi di\u011fer \u00fcst d\u00fczey yapay zeka laboratuvarlar\u0131ndaki ara\u015ft\u0131rmac\u0131lar da bu tekni\u011fin kendi versiyonlar\u0131n\u0131 geli\u015ftirmek i\u00e7in \u00e7al\u0131\u015f\u0131yorlar.\u00a0 <\/figure>\n

2010’lar\u0131n AI d\u00fcnyas\u0131nda \u201cdaha fazla veri ve daha fazla hesaplama g\u00fcc\u00fcyle\u201d b\u00fcy\u00fck geli\u015fmeler elde edildi\u011fi d\u00fc\u015f\u00fcn\u00fcl\u00fcyordu. Ancak bu y\u0131l \u015firketten ayr\u0131larak SSI\u2019\u0131 kuran eski OpenAI kurucular\u0131ndan Ilya Sutskever<\/strong>, art\u0131k yaln\u0131zca veri ve i\u015flem g\u00fcc\u00fcn\u00fc art\u0131rarak elde edilen sonu\u00e7lar\u0131n s\u0131n\u0131r\u0131na ula\u015ft\u0131klar\u0131n\u0131 belirtiyor: \u201c2010’lar \u00f6l\u00e7eklendirme \u00e7a\u011f\u0131yd\u0131, \u015fimdi yeniden merak ve ke\u015fif \u00e7a\u011f\u0131nday\u0131z. Herkes bir sonraki \u015feyi ar\u0131yor. Do\u011fru \u015feyi \u00f6l\u00e7eklendirmek \u015fimdi her zamankinden daha \u00f6nemli<\/em>.\u201d<\/p>\n

\u201cDaha b\u00fcy\u00fck daha iyidi\u201d felsefesine alternatif yakla\u015f\u0131mlar<\/b><\/p>\n

Bu ba\u011flamda, veri ve enerji kaynaklar\u0131n\u0131n t\u00fcketiminde ya\u015fanan s\u0131k\u0131nt\u0131lar, AI firmalar\u0131n\u0131 daha verimli ve insans\u0131 y\u00f6ntemler geli\u015ftirmeye y\u00f6nlendiriyor. G\u00fcn\u00fcm\u00fcz AI modelleri, mevcut verilerin b\u00fcy\u00fck bir k\u0131sm\u0131n\u0131 zaten t\u00fcketmi\u015f durumda ve artan enerji maliyetleri nedeniyle e\u011fitim s\u00fcre\u00e7lerinde aksakl\u0131klar ya\u015fanabiliyor. Bu nedenle OpenAI ve di\u011fer \u00f6nc\u00fc laboratuvarlar, daha geli\u015fmi\u015f modeller yaratmak i\u00e7in alternatif y\u00f6ntemlere y\u00f6neliyor.<\/p>\n

Bu geli\u015fmeler, AI modellerinin \u00e7al\u0131\u015ft\u0131r\u0131lma s\u00fcrecinde daha d\u00fc\u015f\u00fck maliyetli ve daha verimli donan\u0131mlara olan talebi art\u0131r\u0131yor. \u015eimdiye kadar hem e\u011fitim hem de \u00e7\u0131kar\u0131mda Nvidia\u2019n\u0131n pahal\u0131 GPU\u2019lar\u0131 kullan\u0131ld\u0131. Ancak burada de\u011fi\u015fimin ayak sesleri duyulmaya ba\u015flan\u0131yor. Firmalar, \u00e7\u0131kar\u0131m s\u00fcre\u00e7lerinde daha d\u00fc\u015f\u00fck maliyetli donan\u0131mlara daha fazla ihtiya\u00e7 duymaya ba\u015fl\u0131yor.\u00a0 Sequoia Capital’in ortaklar\u0131ndan Sonya Huang Reuters’a verdi\u011fi deme\u00e7te, \u201cBu de\u011fi\u015fim bizi devasa \u00f6n e\u011fitim k\u00fcmeleri d\u00fcnyas\u0131ndan, \u00e7\u0131kar\u0131m i\u00e7in da\u011f\u0131t\u0131lm\u0131\u015f, bulut tabanl\u0131 sunucular olan \u00e7\u0131kar\u0131m bulutlar\u0131na ta\u015f\u0131yacak\u201d<\/em> diyor.<\/p>\n

Sonu\u00e7 olarak yeni yakla\u015f\u0131mlar, AI geli\u015ftirme s\u00fcrecinde daha karma\u015f\u0131k ancak daha insan benzeri d\u00fc\u015f\u00fcnme yeteneklerine sahip modeller olu\u015fturmay\u0131 ama\u00e7l\u0131yor. OpenAI \u00fcr\u00fcn m\u00fcd\u00fcr\u00fc Kevin Weil,<\/strong> ge\u00e7ti\u011fimi ay, \u201cBu modelleri \u00e7ok h\u0131zl\u0131 bir \u015fekilde daha iyi hale getirmek i\u00e7in koparabilece\u011fimiz \u00e7ok say\u0131da kolay ula\u015f\u0131labilir meyve g\u00f6r\u00fcyoruz. \u0130nsanlar bize yeti\u015fene kadar, biz \u00fc\u00e7 ad\u0131m daha \u00f6nde olmaya \u00e7al\u0131\u015faca\u011f\u0131z.\u201d <\/em>dedi.<\/p>\n\n

Kaynak\u00a0 :\u00a0https:\/\/www.donanimhaber.com\/daha-akilli-yapay-zekalar-icin-yeni-bir-yol-araniyor–184082<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

Son y\u0131llarda yapay zeka (AI) alan\u0131nda \u00f6nemli ad\u0131mlar atan OpenAI ve di\u011fer teknoloji \u015firketleri, b\u00fcy\u00fck dil modelleri olu\u015fturman\u0131n beklenmedik zorluklar\u0131na \u00e7\u00f6z\u00fcm bulmak i\u00e7in yeni yollar ar\u0131yor. AI ara\u015ft\u0131rmac\u0131lar\u0131 ve yat\u0131r\u0131mc\u0131lar, algoritmalar\u0131n …<\/p>\n","protected":false},"author":1,"featured_media":114122,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[892,449,1823,159,728],"class_list":["post-114121","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-teknoloji","tag-ai","tag-model","tag-modelleri","tag-openai","tag-veri"],"_links":{"self":[{"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/posts\/114121","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/comments?post=114121"}],"version-history":[{"count":1,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/posts\/114121\/revisions"}],"predecessor-version":[{"id":114125,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/posts\/114121\/revisions\/114125"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/media\/114122"}],"wp:attachment":[{"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/media?parent=114121"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/categories?post=114121"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kamucalisani.net\/index.php\/wp-json\/wp\/v2\/tags?post=114121"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}