{"id":69616,"date":"2026-02-10T21:56:36","date_gmt":"2026-02-10T21:56:36","guid":{"rendered":"https:\/\/99bitcoins.com\/tr\/?p=69616"},"modified":"2026-02-10T21:55:10","modified_gmt":"2026-02-10T21:55:10","slug":"ethereum-devrimi-yapay-zeka-eth-entegrasyonu","status":"publish","type":"post","link":"https:\/\/99bitcoins.com\/tr\/haberler\/altcoinler\/ethereum-devrimi-yapay-zeka-eth-entegrasyonu\/","title":{"rendered":"Ethereum 2026 Devrimi: Yapay Zek\u00e2 ile ETH Entegrasyonu"},"content":{"rendered":"

Vitalik Buterin, Ethereum ile yapay zekan\u0131n gizlilik, do\u011frulanabilirlik ve insan \u00f6zerkli\u011fini g\u00fc\u00e7lendiren kesi\u015fimini anlatt\u0131; ZK, AI ajanlar\u0131 ve Ethereum\u2019u bir koordinasyon ve g\u00fcven katman\u0131 olarak konumland\u0131rd\u0131.<\/p>\n

Pazartesi g\u00fcn\u00fc Vitalik Buterin, X\u2019te Ethereum<\/a> ile yapay zeka aras\u0131ndaki olas\u0131 kesi\u015fimlere dair g\u00fcncellenmi\u015f bir vizyonu yeniden payla\u015ft\u0131. Mesaj olduk\u00e7a basit: Yapay zeka insan \u00f6zerkli\u011fini g\u00fc\u00e7lendirmeli, onun yerine ge\u00e7memeli. Kripto altyap\u0131s\u0131 bu kullan\u0131mlar\u0131 daha \u00f6zel ve do\u011frulanabilir hale getirebilir.<\/p>\n

LLM\u2019lerle Etkile\u015fimleri Daha Gizli Hale Getirmek<\/strong><\/h2>\n

Buterin klasik ama h\u00e2l\u00e2 yeterince \u00e7\u00f6z\u00fclmemi\u015f bir noktaya geri d\u00f6n\u00fcyor: Merkeziyet\u00e7i LLM\u2019ler, bazen kullan\u0131c\u0131n\u0131n haberi olmadan hassas verileri emiyor.<\/p>\n

Ge\u00e7en ay yay\u0131nlanan bir makale, ChatGPT\u2019nin<\/a> loglar\u0131 ve izleriyle ilgili somut riskleri yeniden hat\u0131rlatt\u0131. Kriptoda, tek bir fazla kelime bir stratejiyi if\u015fa edebilir veya adresleri birbirine ba\u011flayabilir; etki an\u0131nda hissedilir.<\/p>\n

Okumas\u0131 olduk\u00e7a pragmatik. C\u00fczdan ve dApp taraf\u0131ndaki kullan\u0131m i\u00e7in s\u0131z\u0131nt\u0131lar\u0131 kayna\u011f\u0131nda azaltmak gerekiyor.<\/p>\n

Ona g\u00f6re ilk yol, modelleri kendi cihazlar\u0131m\u0131zda yerel olarak \u00e7al\u0131\u015ft\u0131rmak. Bu gizlilik a\u00e7\u0131s\u0131ndan iyi, ancak kalite ve donan\u0131m maliyeti a\u00e7\u0131s\u0131ndan zay\u0131f.<\/p>\n

K\u00fc\u00e7\u00fck modeller h\u0131zla ilerliyor, fakat hen\u00fcz herkesin \u00e7evrimd\u0131\u015f\u0131, g\u00fcvenilir ve \u00f6d\u00fcn vermeden \u00e7al\u0131\u015fan bir asistana sahip oldu\u011fu bir noktada de\u011filiz.<\/p>\n

\u0130kinci yol daha kripto-native: S\u0131f\u0131r bilgi ispatlar\u0131yla anonim API \u00e7a\u011fr\u0131lar\u0131 yapmak. Fikir, bir sorgunun i\u00e7eri\u011fini veya kimli\u011fini if\u015fa etmeden eri\u015fim hakk\u0131 veya sahipli\u011fi kan\u0131tlamak. Ka\u011f\u0131t \u00fczerinde Ethereum i\u00e7in son derece do\u011fal bir yap\u0131 ta\u015f\u0131.<\/p>\n

As\u0131l kritik nokta \u015fu: \u00c7a\u011fr\u0131 anonim olsa bile, sonucu nas\u0131l do\u011frulayaca\u011f\u0131z? Buterin<\/a> \u201cdon\u2019t trust; verify\u201d ilkesini yapay zeka \u00e7\u0131kt\u0131lar\u0131 i\u00e7in de uyguluyor. Burada bir metnin \u201cger\u00e7e\u011fini\u201d kan\u0131tlamaktan bahsetmiyor.<\/p>\n

Bir hesaplamay\u0131, s\u0131n\u0131rl\u0131 bir ak\u0131l y\u00fcr\u00fctmeyi veya bi\u00e7imsel uygunlu\u011fu do\u011frulamak gerekiyor. S\u00f6ylendi\u011fi gibi net; uygulamas\u0131 ise \u00e7ok zor.<\/p>\n

Bu boyut do\u011frudan kullan\u0131c\u0131 g\u00fcvenli\u011fini ilgilendiriyor. Aral\u0131k ay\u0131ndan beri address poisoning gibi doland\u0131r\u0131c\u0131l\u0131klar daha g\u00f6r\u00fcn\u00fcr hale geldi.<\/p>\n

C\u00fczdana<\/a> entegre bir yapay zeka asistan\u0131, bir i\u015flemi okuyup tutars\u0131zl\u0131klar\u0131 fark edebilirse g\u00fcvenlik a\u011f\u0131 olabilir. Ancak korumas\u0131z bir \u015fekilde delegasyon yapmak yeni bir risk cephesi de a\u00e7ar.<\/p>\n

Ethereum, Yapay Zeka Ajanlar\u0131 \u0130\u00e7in Koordinasyon Katman\u0131 Olarak<\/strong><\/h2>\n

\"Ethereum,<\/p>\n

G\u00f6nderisinde Buterin, iki y\u0131l \u00f6nce form\u00fcle etti\u011fi bir fikri yeniden canland\u0131r\u0131yor. Bu fikir Ocak 2024\u2019te d\u00f6rt crypto-AI alan\u0131nda yeniden \u00e7er\u00e7evelenmi\u015fti.<\/p>\n

En somut olanlardan biri: Ethereum\u2019un, yapay zeka ajanlar\u0131n\u0131n birbirleriyle etkile\u015fimleri i\u00e7in ekonomik katman olmas\u0131. Yani \u201cblockchain \u00fczerinde yapay zeka\u201d de\u011fil; blockchain\u2019in<\/a>, ba\u015fka yerlerde \u00e7al\u0131\u015fan ajanlar\u0131n koordinasyon sistemi olmas\u0131.<\/p>\n

2\u00d72 matrisini hat\u0131rlayal\u0131m: altyap\u0131 vs etki ve hayatta kalma vs geli\u015fme\/\u00e7o\u011falma. AGI yar\u0131\u015f\u0131n\u0131 satm\u0131yor. Bunun yerine \u201cdefensive acceleration\u201d (d\/acc) savunuyor; yani dayan\u0131kl\u0131l\u0131\u011f\u0131 ve merkeziyetsiz i\u015fbirli\u011fini g\u00fc\u00e7lendiren bir yakla\u015f\u0131m.<\/p>\n

Tonu \u201cdaha b\u00fcy\u00fck modeller her zaman daha iyi\u201d anlat\u0131s\u0131ndan belirgin \u015fekilde ayr\u0131l\u0131yor. Bu \u00e7er\u00e7evede Ethereum<\/a>, hem kay\u0131t defteri hem de \u00f6deme ray\u0131 olarak hizmet veriyor.<\/p>\n

Ajanlar birbirlerini \u201ci\u015fe alabilir\u201d, g\u00f6revler i\u00e7in \u00f6deme yapabilir, API \u00e7a\u011fr\u0131lar\u0131n\u0131 y\u00f6netebilir ve en \u00f6nemlisi teminat yat\u0131rabilir.<\/p>\n

Teminat kavram\u0131 merkezi: on-chain bir g\u00fcvenlik depozitosu te\u015fvikleri hizalar ya da en az\u0131ndan k\u00f6t\u00fcye kullan\u0131m durumunda bir kald\u0131ra\u00e7 yarat\u0131r.<\/p>\n

Ayn\u0131 mant\u0131k y\u00f6neti\u015fim ve tahmin piyasalar\u0131na da uzan\u0131yor. Buterin basit bir s\u0131n\u0131r \u00e7iziyor: \u0130nsanlar\u0131n her \u015feyi oylayacak, okuyacak, takip edecek dikkati yok.<\/p>\n

Yapay zeka<\/a> aray\u00fcz, filtre, \u00f6zetleyici, hatta denetim alt\u0131nda uygulay\u0131c\u0131 olarak hizmet edebilir. Yine de insan ajansl\u0131\u011f\u0131 temel dayanak noktas\u0131 olarak kal\u0131yor.<\/p>\n

Token tabanl\u0131 oylaman\u0131n \u00f6tesinde DAO\u2019lar\u0131n yeniden tasar\u0131m\u0131 \u00e7al\u0131\u015fmalar\u0131na ba\u011fl\u0131yor. ZK ve yapay zeka, yakalama ve karar yorgunlu\u011funu azaltmaya yard\u0131mc\u0131 olabilir.<\/p>\n

Hedef a\u00e7\u0131k, tuzak da \u00f6yle: Ne kadar \u00e7ok otomatikle\u015ftirirsek, model hatalar\u0131, ba\u011flamsal manip\u00fclasyonlar ve birka\u00e7 tedarik\u00e7iye ba\u011f\u0131ml\u0131l\u0131k nedeniyle sald\u0131r\u0131 y\u00fczeyi o kadar geni\u015fler.<\/p>\n

Yeni Listelenecek Coine G\u00f6z At\u0131n<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Vitalik Buterin, Ethereum ile yapay zekan\u0131n gizlilik, do\u011frulanabilirlik ve insan \u00f6zerkli\u011fini g\u00fc\u00e7lendiren kesi\u015fimini anlatt\u0131; ZK, AI ajanlar\u0131 ve Ethereum\u2019u bir koordinasyon ve g\u00fcven katman\u0131 olarak konumland\u0131rd\u0131. Pazartesi g\u00fcn\u00fc Vitalik Buterin, X\u2019te Ethereum ile yapay zeka aras\u0131ndaki olas\u0131 kesi\u015fimlere dair g\u00fcncellenmi\u015f bir vizyonu yeniden payla\u015ft\u0131. Mesaj olduk\u00e7a basit: Yapay zeka insan \u00f6zerkli\u011fini g\u00fc\u00e7lendirmeli, onun yerine ge\u00e7memeli…<\/p>\n","protected":false},"author":135933,"featured_media":69619,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[327],"tags":[321],"coin":[480],"class_list":["post-69616","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-altcoinler","tag-altcoin-haberleri"],"acf":[],"yoast_head":"\nEthereum 2026 Devrimi: Yapay Zek\u00e2 ile ETH Entegrasyonu - 99bitcoins TR<\/title>\n<meta name=\"description\" content=\"Ethereum\u2013AI kesi\u015fimi: Vitalik, gizlilik, do\u011frulanabilirlik ve insan \u00f6zerkli\u011fini koruyan kripto-native yapay zeka vizyonunu anlat\u0131yor.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/99bitcoins.com\/tr\/haberler\/altcoinler\/ethereum-devrimi-yapay-zeka-eth-entegrasyonu\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ethereum 2026 Devrimi: Yapay Zek\u00e2 ile ETH Entegrasyonu - 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