{"id":90063,"date":"2026-10-15T16:00:00","date_gmt":"2026-10-15T13:00:00","guid":{"rendered":"https:\/\/www.indir.com\/haber\/?p=90063"},"modified":"2026-10-15T10:53:17","modified_gmt":"2026-10-15T07:53:17","slug":"yapay-zeka-kendini-kopyalama-anthropic","status":"publish","type":"post","link":"https:\/\/www.indir.com\/haber\/yapay-zeka-kendini-kopyalama-anthropic\/","title":{"rendered":"Yapay Zeka Kendini Kopyalayabilir mi? Anthropic’ten Uyar\u0131"},"content":{"rendered":"\n

Claude’un geli\u015ftiricisi Anthropic, yeni yay\u0131mlad\u0131\u011f\u0131 bir ara\u015ft\u0131rmayla dikkat \u00e7eken bir uyar\u0131da bulundu. \u015eirkete g\u00f6re k\u00fc\u00e7\u00fck yapay zeka modelleri; ak\u0131ll\u0131 f\u0131r\u0131nlar ve markas\u0131z Android TV box’lar gibi internete ba\u011fl\u0131 ucuz cihazlar \u00fczerinde yapay zeka kendini kopyalama<\/strong> yetene\u011fine birka\u00e7 ay i\u00e7inde ula\u015fabilir. Merkezi bir kapatma noktas\u0131 olmayan b\u00f6yle bir yap\u0131n\u0131n durdurulmas\u0131 ise olduk\u00e7a zor olabilir.<\/p>\n\n\n\n

Yapay zeka kendini kopyalama nedir?<\/h2>\n\n\n\n

Siber g\u00fcvenlikte “solucan” (worm), insan m\u00fcdahalesi olmadan bir bilgisayardan di\u011ferine kendini kopyalayan zararl\u0131 yaz\u0131l\u0131mlara verilen isim. Anthropic’in Frontier Red Team ekibi, yapay zeka modellerinin de benzer \u015fekilde davran\u0131p davranamayaca\u011f\u0131n\u0131 inceledi: A\u011f\u0131 taray\u0131p yeni bir cihaz bulmak, kendini oraya ta\u015f\u0131mak, o cihazda \u00e7al\u0131\u015fmaya ba\u015flamak ve d\u00f6ng\u00fcy\u00fc tekrarlamak. Bu senaryoda modelin a\u011f\u0131rl\u0131klar\u0131, zararl\u0131 yaz\u0131l\u0131m\u0131n ta\u015f\u0131d\u0131\u011f\u0131 y\u00fck\u00fcn bir par\u00e7as\u0131 haline geliyor.<\/p>\n\n\n\n

Ara\u015ft\u0131rmada s\u00fcre\u00e7 d\u00f6rt a\u015famaya ayr\u0131l\u0131yor: hedef bulma, cihazda kod \u00e7al\u0131\u015ft\u0131rma, modeli \u00e7al\u0131\u015f\u0131r hale getirme ve yeni cihazdan yay\u0131lmaya devam etme. Anthropic, en az incelenen ad\u0131m olan “modeli tan\u0131mad\u0131\u011f\u0131 bir donan\u0131mda \u00e7al\u0131\u015ft\u0131rma” k\u0131sm\u0131na odakland\u0131.<\/p>\n\n\n\n

\"Anthropic<\/figure>\n\n\n\n

15 adet Android TV box ile yap\u0131lan deney<\/h2>\n\n\n\n

\u015eirket, tanesi yakla\u015f\u0131k 55 dolar olan 15 markas\u0131z Android TV box sat\u0131n al\u0131p bunlar\u0131 birbirine ba\u011flad\u0131. Google’\u0131n a\u00e7\u0131k modeli Gemma4-26B-A4B, katmanlar\u0131 kutulara b\u00f6l\u00fcnerek bu a\u011f \u00fczerinde saniyede 0,39 token h\u0131zla \u00e7al\u0131\u015ft\u0131r\u0131ld\u0131. Her kutu modelin yaln\u0131zca iki katman\u0131n\u0131 ta\u015f\u0131yordu. H\u0131z d\u00fc\u015f\u00fck olsa da deney, ucuz ve genellikle g\u00fcvenli\u011fi zay\u0131f IoT cihazlar\u0131n\u0131n bir araya geldi\u011finde kayda de\u011fer bir yapay zeka modelini \u00e7al\u0131\u015ft\u0131rabildi\u011fini g\u00f6steriyor.<\/p>\n\n\n\n

Testlerde 9 milyar parametreli k\u00fc\u00e7\u00fck bir model, denenen 9 farkl\u0131 donan\u0131m t\u00fcr\u00fcn\u00fcn 8’inde modeli \u00e7al\u0131\u015f\u0131r hale getirmeyi ba\u015fard\u0131. 30 milyar ve alt\u0131 parametreli modeller kopyalanma s\u00fcrecinin bir\u00e7ok ad\u0131m\u0131n\u0131 tek tek yapabiliyor ancak ad\u0131mlar\u0131 u\u00e7tan uca birle\u015ftirirken hata yap\u0131yor. Basitle\u015ftirilmi\u015f test a\u011f\u0131nda ise GLM-5.2 ve daha g\u00fc\u00e7l\u00fc modeller d\u00f6ng\u00fcy\u00fc ba\u015ftan sona tamamlayabildi. Anthropic’in \u00c7inli modellerle ilgili \u00f6nceki de\u011ferlendirmesi i\u00e7in Anthropic’ten \u00c7inli Yapay Zek\u00e2 GLM-5.3 Uyar\u0131s\u0131<\/a> haberimize g\u00f6z atabilirsiniz.<\/p>\n\n\n\n

Kendini kopyalayan yapay zeka neden zor durdurulur?<\/h2>\n\n\n\n

Geleneksel bir \u00e7evrim i\u00e7i hizmeti kapatmak i\u00e7in merkezi sunucular\u0131 devre d\u0131\u015f\u0131 b\u0131rakmak \u00e7o\u011fu zaman yeterli. Binlerce cihaza da\u011f\u0131lm\u0131\u015f bir yapay zeka a\u011f\u0131nda ise kapat\u0131labilecek tek bir merkez yok. Baz\u0131 cihazlar temizlense bile di\u011ferleri \u00e7al\u0131\u015fmay\u0131 s\u00fcrd\u00fcrebilir. Anthropic, b\u00f6yle bir yap\u0131y\u0131 birka\u00e7 g\u00fcnde bir ikiye katlanan, yava\u015f ama kal\u0131c\u0131 bir “dijital bal\u00e7\u0131k k\u00fcf\u00fc”ne benzetiyor.<\/p>\n\n\n\n

Klasik botnet’ler belirli bir cihaz tipine g\u00f6re yaz\u0131l\u0131rken, yapay zeka destekli bir solucan tan\u0131mad\u0131\u011f\u0131 donan\u0131mlar\u0131 kendi ba\u015f\u0131na \u00e7\u00f6zebiliyor. Ara\u015ft\u0131rmada modellerin Jetson Nano’dan Mac bilgisayarlara kadar farkl\u0131 sistemlerde \u00e7al\u0131\u015fma ortam\u0131 kurabildi\u011fi g\u00f6r\u00fcld\u00fc. Her ku\u015fa\u011f\u0131n notlar\u0131n\u0131 bir sonrakine aktard\u0131\u011f\u0131 denemede ise kurulum ba\u015far\u0131s\u0131 y\u00fczde 45’ten y\u00fczde 61-84 aral\u0131\u011f\u0131na \u00e7\u0131kt\u0131.<\/p>\n\n\n\n

\"Yapay<\/figure>\n\n\n\n

Ak\u0131ll\u0131 ev cihazlar\u0131 hedefte<\/h2>\n\n\n\n

Anthropic’e g\u00f6re ilk hedefler internete ba\u011fl\u0131 ve g\u00fcvenlik \u00f6nlemleri zay\u0131f ev ve k\u00fc\u00e7\u00fck i\u015fletme cihazlar\u0131 olabilir. Ak\u0131ll\u0131 buzdolaplar\u0131, f\u0131r\u0131nlar, robot s\u00fcp\u00fcrgeler, g\u00fcvenlik kameralar\u0131 ve video konferans cihazlar\u0131 bu listede yer al\u0131yor. Yerle\u015fik yapay zeka \u00e7ipiyle gelen yeni nesil cihazlar, sunduklar\u0131 ek i\u015flem g\u00fcc\u00fc nedeniyle daha da cazip hale gelebilir. \u015eirket, k\u00fc\u00e7\u00fck modellerin ge\u00e7mi\u015fteki geli\u015fim h\u0131z\u0131n\u0131 s\u00fcrd\u00fcrmesi halinde bu yetene\u011fe 2026 sonuna kadar ula\u015fabilece\u011fini \u00f6ng\u00f6r\u00fcyor.<\/p>\n\n\n\n

Hangi \u00f6nlemler al\u0131nabilir?<\/h2>\n\n\n\n

Raporda savunma taraf\u0131n\u0131n da elinde baz\u0131 avantajlar oldu\u011fu vurgulan\u0131yor. Gigabaytlarca model verisinin cihazlar aras\u0131nda ta\u015f\u0131nmas\u0131, internet servis sa\u011flay\u0131c\u0131lar\u0131n\u0131n a\u011f izleme sistemlerinde dikkat \u00e7ekici bir iz b\u0131rakabilir. Ge\u00e7mi\u015fte Mirai botnet’ine kar\u015f\u0131 uyguland\u0131\u011f\u0131 gibi enfekte abonelerin karantinaya al\u0131nmas\u0131 ve \u00fcreticilerin varsay\u0131lan \u015fifreleri kald\u0131rmas\u0131 da yay\u0131lmay\u0131 yava\u015flatabilir. Kullan\u0131c\u0131lar i\u00e7in temel \u00f6neriler de\u011fi\u015fmiyor: Varsay\u0131lan \u015fifreleri de\u011fi\u015ftirmek, g\u00fcncellemeleri y\u00fcklemek ve kayna\u011f\u0131 belirsiz ucuz cihazlara kar\u015f\u0131 dikkatli olmak. Yapay zeka ara\u00e7lar\u0131n\u0131n beklenmedik davran\u0131\u015flar\u0131na bir ba\u015fka \u00f6rnek i\u00e7in Yapay Zeka Asistan\u0131 48 Bin Dosyay\u0131 Yanl\u0131\u015fl\u0131kla Sildi<\/a> haberimizi okuyabilirsiniz.<\/p>\n\n\n\n

Ara\u015ft\u0131rman\u0131n t\u00fcm ayr\u0131nt\u0131lar\u0131na Anthropic’in resmi blog yaz\u0131s\u0131ndan<\/a> ula\u015fabilirsiniz.<\/p>\n\n\n\n

S\u0131k\u00e7a Sorulan Sorular<\/h2>\n\n\n\n

Yapay zeka kendini kopyalama \u015fu anda ger\u00e7ekle\u015fiyor mu?<\/h3>\n\n\n\n

Hay\u0131r. Anthropic, deneylerin basitle\u015ftirilmi\u015f test a\u011flar\u0131nda yap\u0131ld\u0131\u011f\u0131n\u0131 ve kontrolden \u00e7\u0131km\u0131\u015f, kendi ba\u015f\u0131na yay\u0131lan bir sistemin hen\u00fcz ortaya \u00e7\u0131kmad\u0131\u011f\u0131n\u0131 belirtiyor.<\/p>\n\n\n\n

Hangi cihazlar risk alt\u0131nda?<\/h3>\n\n\n\n

\u0130nternete ba\u011fl\u0131 ve g\u00fcvenli\u011fi zay\u0131f IoT cihazlar\u0131; \u00f6zellikle markas\u0131z Android TV box’lar, ak\u0131ll\u0131 ev aletleri, g\u00fcvenlik kameralar\u0131 ve video konferans cihazlar\u0131 \u00f6ne \u00e7\u0131k\u0131yor.<\/p>\n\n\n\n

Kullan\u0131c\u0131lar kendini nas\u0131l korur?<\/h3>\n\n\n\n

Varsay\u0131lan \u015fifreleri de\u011fi\u015ftirmek, cihaz yaz\u0131l\u0131mlar\u0131n\u0131 g\u00fcncel tutmak, kullan\u0131lmayan uzaktan eri\u015fim \u00f6zelliklerini kapatmak ve g\u00fcvenilir markalar\u0131n \u00fcr\u00fcnlerini tercih etmek riskleri azalt\u0131r.<\/p>\n","protected":false},"excerpt":{"rendered":"

Claude’un geli\u015ftiricisi Anthropic, yeni yay\u0131mlad\u0131\u011f\u0131 bir ara\u015ft\u0131rmayla dikkat \u00e7eken bir uyar\u0131da bulundu. \u015eirkete g\u00f6re k\u00fc\u00e7\u00fck yapay zeka modelleri; ak\u0131ll\u0131 f\u0131r\u0131nlar ve markas\u0131z Android TV box’lar gibi internete ba\u011fl\u0131 ucuz cihazlar \u00fczerinde yapay zeka kendini kopyalama yetene\u011fine birka\u00e7 ay i\u00e7inde ula\u015fabilir. Merkezi bir kapatma noktas\u0131 olmayan b\u00f6yle bir yap\u0131n\u0131n durdurulmas\u0131 ise olduk\u00e7a zor olabilir. Yapay zeka […]<\/p>\n","protected":false},"author":100,"featured_media":90064,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,12053,48],"tags":[],"class_list":["post-90063","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-teknoloji","category-yapay-zeka","category-yazilim"],"_links":{"self":[{"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/posts\/90063","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/users\/100"}],"replies":[{"embeddable":true,"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/comments?post=90063"}],"version-history":[{"count":1,"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/posts\/90063\/revisions"}],"predecessor-version":[{"id":90071,"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/posts\/90063\/revisions\/90071"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/media\/90064"}],"wp:attachment":[{"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/media?parent=90063"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/categories?post=90063"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/tags?post=90063"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}