Ege \u00dcniversitesi, yapay zek\u00e2 ve yaz\u0131l\u0131m m\u00fchendisli\u011fi alan\u0131ndaki \u00f6nc\u00fc projeleriyle bilim d\u00fcnyas\u0131na katk\u0131 sunmaya devam ediyor. Ege \u00dcniversitesi Uluslararas\u0131 Bilgisayar Enstit\u00fcs\u00fc \u00f6\u011fretim \u00fcyesi Prof. Dr. Geylani Karda\u015f\u2019\u0131n y\u00fcr\u00fct\u00fcc\u00fcl\u00fc\u011f\u00fcn\u00fc \u00fcstlendi\u011fi \u201cB\u00fcy\u00fck Dil Modelleri (LLM) ile G\u00fc\u00e7lendirilmi\u015f \u00c7ok-Etmenli Sistemlerin (MAS) Rol Analizi, Tasar\u0131m\u0131 ve Ger\u00e7ekle\u015ftirimi\u201d ba\u015fl\u0131kl\u0131 proje, T\u00dcB\u0130TAK 1002 \u2013 A H\u0131zl\u0131 Destekleme Program\u0131 kapsam\u0131nda kabul edildi. Proje, otonom sistemlerin daha ak\u0131ll\u0131 ve verimli \u00e7al\u0131\u015fmas\u0131na olanak sa\u011flayacak. <\/b>Ege \u00dcniversitesi Rekt\u00f6r\u00fc Prof. Dr. Musa Alc\u0131, yapay zek\u00e2 ve otonom sistemler gibi gelece\u011fin teknolojilerine y\u00f6n veren projeleri T\u00dcB\u0130TAK 1002 \u2013 A\u00a0 H\u0131zl\u0131 Destekleme Program\u0131 kapsam\u0131nda kabul edilen Prof. Dr. Geylani Karda\u015f\u2019\u0131 ve ekibini tebrik ederek ba\u015far\u0131lar diledi.<\/p>\n
\u201cYaz\u0131l\u0131m m\u00fchendisli\u011finde LLM ve MAS entegrasyonu\u201d<\/b><\/p>\n
Yapay zek\u00e2 ve otonom sistemlerin; veri analizi, sa\u011fl\u0131k, finans ve robotik gibi pek \u00e7ok sekt\u00f6rde devrim yaratt\u0131\u011f\u0131n\u0131 belirten Prof. Dr. Geylani Karda\u015f, \u201cG\u00fcn\u00fcm\u00fcz d\u00fcnyas\u0131nda ak\u0131ll\u0131 \u015fehirler, su\u0308ru\u0308cu\u0308su\u0308z ara\u00e7lar, ak\u0131ll\u0131 ev sistemleri ve end\u00fcstriyel otomasyon gibi alanlarda otonom sistemlere olan ihtiya\u00e7 h\u0131zla art\u0131yor. Bu sistemlerin ba\u015far\u0131s\u0131, ‘etmen’ dedi\u011fimiz yap\u0131 ta\u015flar\u0131n\u0131n etkinli\u011fine ba\u011fl\u0131d\u0131r. Ancak mevcut \u00c7ok-Etmenli Sistemlerin (MAS) tasar\u0131m\u0131nda, B\u00fcy\u00fck Dil Modellerinin (LLM) insan dilini anlama ve \u00fcretme yeteneklerinden yeterince faydalan\u0131lam\u0131yor. Biz bu eksikli\u011fi gidermek amac\u0131yla, LLM ile g\u00fc\u00e7lendirilmi\u015f MAS m\u00fchendisli\u011fi i\u00e7in ‘rol’ kavram\u0131n\u0131 sistematik bir yakla\u015f\u0131mla ele alaca\u011f\u0131z. Projemiz kapsam\u0131nda, LLM i\u015flevselli\u011fini destekleyecek etmen rol modelleri i\u00e7in yeni bir yaz\u0131l\u0131m mimarisi tan\u0131mlayacak ve bu mimariyi i\u015fletecek bir yaz\u0131l\u0131m arac\u0131 geli\u015ftirece\u011fiz. Proje sonunda ortaya \u00e7\u0131kacak olan yaz\u0131l\u0131m mimarisi ve arac\u0131 sayesinde, yapay zek\u00e2 destekli sistemlerin karar alma mekanizmalar\u0131 daha \u00f6ng\u00f6r\u00fclebilir hale getirilecek. Bu geli\u015fme, \u00f6zellikle s\u00fcr\u00fcc\u00fcs\u00fcz ara\u00e7lardan ak\u0131ll\u0131 ev sistemlerine kadar geni\u015f bir yelpazede g\u00fcvenli ve verimli bir teknolojik altyap\u0131 olu\u015fturulmas\u0131na katk\u0131 sunacak. Bu sayede, insan kullan\u0131c\u0131lar\u0131 ad\u0131na \u00e7e\u015fitli eylemleri otonom y\u00fcr\u00fctecek LLM destekli yaz\u0131l\u0131m etmenlerinin karma\u015f\u0131k \u00e7ok-etmenli ortamlarda daha tutarl\u0131, etkili ve \u00f6ng\u00f6r\u00fclebilir bir \u015fekilde \u00e7al\u0131\u015fmas\u0131 sa\u011flanacak\u201d dedi<\/p>\n
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Ege \u00dcniversitesi, yapay zek\u00e2 ve yaz\u0131l\u0131m m\u00fchendisli\u011fi alan\u0131ndaki \u00f6nc\u00fc projeleriyle bilim d\u00fcnyas\u0131na katk\u0131 sunmaya devam…<\/p>\n","protected":false},"author":2,"featured_media":31797,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[69,1,11],"tags":[],"class_list":["post-31796","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bilim","category-gncl","category-haber"],"featured_image_urls":{"full":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2026\/01\/Prof.-Dr.-Geylani-Kardas.jpg",1600,900,false],"thumbnail":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2026\/01\/Prof.-Dr.-Geylani-Kardas.jpg",150,84,false],"medium":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2026\/01\/Prof.-Dr.-Geylani-Kardas.jpg",300,169,false],"medium_large":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2026\/01\/Prof.-Dr.-Geylani-Kardas.jpg",640,360,false],"large":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2026\/01\/Prof.-Dr.-Geylani-Kardas.jpg",640,360,false],"1536x1536":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2026\/01\/Prof.-Dr.-Geylani-Kardas.jpg",1536,864,false],"2048x2048":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2026\/01\/Prof.-Dr.-Geylani-Kardas.jpg",1600,900,false],"newsphere-slider-full":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2026\/01\/Prof.-Dr.-Geylani-Kardas.jpg",1280,720,false],"newsphere-featured":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2026\/01\/Prof.-Dr.-Geylani-Kardas.jpg",1024,576,false],"newsphere-medium":["https:\/\/www.euegeajans.com\/wp-content\/uploads\/2026\/01\/Prof.-Dr.-Geylani-Kardas.jpg",676,380,false]},"author_info":{"display_name":"Editor","author_link":"https:\/\/www.euegeajans.com\/index.php\/author\/editor\/"},"category_info":"Bilim<\/a> G\u00fcncel<\/a> Haber<\/a>","tag_info":"Haber","comment_count":"0","_links":{"self":[{"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/posts\/31796","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/comments?post=31796"}],"version-history":[{"count":1,"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/posts\/31796\/revisions"}],"predecessor-version":[{"id":31798,"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/posts\/31796\/revisions\/31798"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/media\/31797"}],"wp:attachment":[{"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/media?parent=31796"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/categories?post=31796"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.euegeajans.com\/index.php\/wp-json\/wp\/v2\/tags?post=31796"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}