{"id":51404,"date":"2026-07-08T14:19:42","date_gmt":"2026-07-08T11:19:42","guid":{"rendered":"https:\/\/wise.tv\/?p=51404"},"modified":"2026-07-08T14:20:06","modified_gmt":"2026-07-08T11:20:06","slug":"kural-bazli-sistemlerden-akilli-modellere-gecis-finansi-nasil-degistirdi","status":"publish","type":"post","link":"https:\/\/wise.tv\/tr\/kural-bazli-sistemlerden-akilli-modellere-gecis-finansi-nasil-degistirdi\/","title":{"rendered":"Kural Bazl\u0131 Sistemlerden Ak\u0131ll\u0131 Modellere Ge\u00e7i\u015f Finans\u0131 Nas\u0131l De\u011fi\u015ftirdi?"},"content":{"rendered":"<blockquote><p>\u0130stanbul Sa\u011fl\u0131k ve Teknoloji \u00dcniversitesi Doktor \u00d6\u011fretim \u00dcyesi Erdal Kemikli, kural bazl\u0131 sistemlerden ak\u0131ll\u0131 modellere ge\u00e7i\u015f finans\u0131 nas\u0131l de\u011fi\u015ftirdi\u011fi hakk\u0131nda konu\u015ftu. Kemikli \u015funlar\u0131 s\u00f6yledi:<\/p>\n<p>Teknoloji ve finanstaki birle\u015fme ve de\u011fi\u015fim yakla\u015f\u0131k 10 y\u0131l \u00f6nce ba\u015flad\u0131. Hatta daha uzun bir s\u00fcre oldu. Ancak d\u00f6n\u00fc\u015f\u00fcm\u00fcn hen\u00fcz ba\u015f\u0131nda oldu\u011fumuza inan\u0131yorum. \u00c7\u00fcnk\u00fc geli\u015fen teknoloji yeni modellerini m\u00fcmk\u00fcn k\u0131l\u0131yor. \u0130\u015fte cep telefonunun \u00e7\u0131kmas\u0131yla ve mobil internetin ortaya \u00e7\u0131kmas\u0131yla \u00f6rne\u011fin pek \u00e7ok yeni finansal ve ticari i\u015f modelini tasarlama olana\u011f\u0131m\u0131z oldu. Bundan sonra da geli\u015fen teknoloji yeni i\u015flerin, yeni hizmetlerin tasarlanmas\u0131na vesile olacak, olanak sa\u011flayacak. Dolay\u0131s\u0131yla hani teknoloji finans\u0131 ve finanstaki geli\u015fmeleri besliyor. Bir yak\u0131t gibi davran\u0131yor diyebiliriz. Di\u011fer yandan da finanstaki dinamizm, de\u011fi\u015fik hizmetler, s\u00fcre\u00e7ler ve ihtiya\u00e7lar olmas\u0131 teknolojinin kullan\u0131m alanlar\u0131n\u0131 a\u00e7\u0131yor ve onu destekliyor. Finansal olarak da tabii kaynak sa\u011flanabildi\u011fi i\u00e7in destekliyor. \u0130kisi birbirini asl\u0131nda \u00e7ok g\u00fczel bir arada g\u00f6t\u00fcrmemizi sa\u011flayan, destekleyen bir olgu. \u0130ki de\u011fi\u015fik olgu. \u015eimdi yapay zekan\u0131n gelmesiyle oyunun kurallar\u0131 b\u00fcy\u00fck \u00f6l\u00e7\u00fcde de\u011fi\u015fti. finanstan ticarete, ticaretten \u00fcretime veya i\u015fte ak\u0131ll\u0131 \u015fehirler gibi alanlara kadar bakt\u0131\u011f\u0131m\u0131zda bu ak\u0131ll\u0131 yapay zeka dijitalle\u015fmedeki h\u0131z\u0131 art\u0131rd\u0131 ve bize yeni daha \u00f6nceden olmayan yeni kulvarlar a\u00e7t\u0131. \u00d6nceden evet kural bazl\u0131 ka\u011f\u0131d\u0131 ortadan kald\u0131ran sistemler yat\u0131yorduk. Bu da pek \u00e7ok s\u00fcreci de\u011fi\u015ftirmemize olanak sa\u011fl\u0131yordu ger\u00e7ekten. Ama \u015fimdi yapay zeka ve b\u00fcy\u00fck modelleri daha \u00f6nce giremedi\u011fimiz, dokunamad\u0131\u011f\u0131m\u0131z dijitalle\u015fme alanlar\u0131na f\u0131rsat sa\u011flad\u0131. Dolay\u0131s\u0131yla yapay zeka ile birlikte de dijitalle\u015fmenin h\u0131z\u0131n\u0131n artt\u0131\u011f\u0131n\u0131 ve bunun da finanse etkisinin artarak yans\u0131d\u0131\u011f\u0131n\u0131 d\u00fc\u015f\u00fcn\u00fcyorum.<\/p><\/blockquote>\n","protected":false},"excerpt":{"rendered":"\u0130stanbul Sa\u011fl\u0131k ve Teknoloji \u00dcniversitesi Doktor \u00d6\u011fretim \u00dcyesi Erdal Kemikli, kural bazl\u0131 sistemlerden ak\u0131ll\u0131 modellere ge\u00e7i\u015f finans\u0131 nas\u0131l [&hellip;]\n","protected":false},"author":1886,"featured_media":56338,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1579,1580,6190],"tags":[7397],"class_list":["post-51404","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fintech","category-teknoloji","category-yapay-zeka","tag-istanbul-saglik-ve-teknoloji-universitesi"],"acf":[],"_links":{"self":[{"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/posts\/51404","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/users\/1886"}],"replies":[{"embeddable":true,"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/comments?post=51404"}],"version-history":[{"count":0,"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/posts\/51404\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/media\/56338"}],"wp:attachment":[{"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/media?parent=51404"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/categories?post=51404"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wise.tv\/tr\/wp-json\/wp\/v2\/tags?post=51404"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}