{"id":346,"date":"2024-10-22T22:13:00","date_gmt":"2024-10-22T22:13:00","guid":{"rendered":"http:\/\/blog.firatyasar.com\/?p=346"},"modified":"2025-03-29T22:23:53","modified_gmt":"2025-03-29T22:23:53","slug":"agentic-ai","status":"publish","type":"post","link":"https:\/\/blog.firatyasar.com\/?p=346","title":{"rendered":"Agentic AI"},"content":{"rendered":"\n<h2><\/h2>\n\n\n\n<p>Yapay zek\u00e2 d\u00fcnyas\u0131nda GenAI (Generative AI) ve Agentic AI, iki farkl\u0131 ama birbiriyle tamamlay\u0131c\u0131 yakla\u015f\u0131m\u0131 temsil ediyor. GenAI yaratmaya, Agentic AI ise eyleme ge\u00e7meye odaklan\u0131r. GenAI modelleri yeni i\u00e7erikler \u00fcretirken; Agentic AI sistemleri karar al\u0131r, aksiyon al\u0131r ve bu aksiyonlar\u0131 \u00e7evresel fakt\u00f6rlere g\u00f6re optimize eder. Bu iki yakla\u015f\u0131m birlikte kullan\u0131ld\u0131\u011f\u0131nda, yarat\u0131c\u0131l\u0131\u011f\u0131 ve aksiyonu birle\u015ftiren g\u00fc\u00e7l\u00fc \u00e7\u00f6z\u00fcmler ortaya \u00e7\u0131kabilir.<\/p>\n\n\n\n<h3>Yarat\u0131c\u0131l\u0131kla Aksiyonun Bulu\u015ftu\u011fu Nokta<\/h3>\n\n\n\n<p>\u00d6rne\u011fin, bir pazarlama kampanyas\u0131nda GenAI modeli yarat\u0131c\u0131 metinler olu\u015fturabilirken, Agentic AI sistemi bu i\u00e7erikleri ger\u00e7ek zamanl\u0131 verilere ve kampanya hedeflerine g\u00f6re en uygun kanallarda otomatik olarak yay\u0131na alabilir. B\u00f6ylece, yaln\u0131zca i\u00e7erik \u00fcretmekle kal\u0131nmaz, bu i\u00e7erikler hedefe y\u00f6nelik ve zaman\u0131nda aksiyonlarla desteklenmi\u015f olur.<\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2>Agentic AI Ger\u00e7ek Hayatta Nas\u0131l Kullan\u0131l\u0131yor?<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"783\" height=\"482\" src=\"\/wp-content\/uploads\/2025\/03\/image-10.png\" alt=\"\" class=\"wp-image-347\" srcset=\"\/wp-content\/uploads\/2025\/03\/image-10.png 783w, \/wp-content\/uploads\/2025\/03\/image-10-300x185.png 300w, \/wp-content\/uploads\/2025\/03\/image-10-768x473.png 768w, \/wp-content\/uploads\/2025\/03\/image-10-660x406.png 660w\" sizes=\"(max-width: 783px) 100vw, 783px\" \/><\/figure>\n\n\n\n<p>Agentic AI sistemleri \u00e7evrelerini alg\u0131lar, kararlar al\u0131r, \u00f6\u011frenir ve bu \u00f6\u011frenimle s\u00fcrekli geli\u015fir. G\u00fcn\u00fcm\u00fczde bu yakla\u015f\u0131m\u0131 bir\u00e7ok farkl\u0131 sekt\u00f6rde g\u00f6rmek m\u00fcmk\u00fcn:<\/p>\n\n\n\n<h3>1. Otonom Ara\u00e7lar<\/h3>\n\n\n\n<p>Agentic AI\u2019nin en heyecan verici kullan\u0131m alanlar\u0131ndan biri otonom ara\u00e7lard\u0131r. \u00d6rne\u011fin, Tesla\u2019n\u0131n Full Self-Driving sistemi \u00e7evresini alg\u0131lar, s\u00fcr\u00fc\u015f kararlar\u0131 verir ve her s\u00fcr\u00fc\u015ften \u00f6\u011frenerek kendini geli\u015ftirir. Bu sistemler, zamanla daha g\u00fcvenli ve verimli hale gelir.<\/p>\n\n\n\n<h3>2. Tedarik Zinciri Y\u00f6netimi<\/h3>\n\n\n\n<p>Agentic AI, envanter y\u00f6netimi, talep tahmini ve teslimat rotalar\u0131n\u0131n ger\u00e7ek zamanl\u0131 ayarlanmas\u0131 gibi alanlarda \u015firketlerin operasyonlar\u0131n\u0131 optimize eder. Amazon\u2019un yapay zek\u00e2 destekli depo robotlar\u0131, karma\u015f\u0131k ortamlarda gezinerek \u00fcr\u00fcnleri ta\u015f\u0131r ve de\u011fi\u015fen ko\u015fullara adapte olur.<\/p>\n\n\n\n<h3>3. Siber G\u00fcvenlik<\/h3>\n\n\n\n<p>Darktrace gibi \u015firketler, Agentic AI kullanarak a\u011f trafi\u011fini analiz eder, tehditleri tespit eder ve otomatik olarak m\u00fcdahale eder. Bu sistemler zamanla yeni tehdit t\u00fcrlerinden \u00f6\u011frenerek kendilerini geli\u015ftirirler.<\/p>\n\n\n\n<h3>4. Sa\u011fl\u0131k Sekt\u00f6r\u00fc<\/h3>\n\n\n\n<p>IBM Watson Health gibi \u00e7\u00f6z\u00fcmler, b\u00fcy\u00fck veri setlerini analiz ederek doktorlara daha do\u011fru te\u015fhis ve tedavi \u00f6nerileri sunar. Bu sistemler yeni t\u0131bbi bilgilerle \u00f6\u011frenmeye devam eder, b\u00f6ylece sa\u011fl\u0131k profesyonellerine destek olur.<\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2>AI Agents Hangi Alanlarda Kullan\u0131l\u0131yor?<\/h2>\n\n\n\n<p>AI Agents, daha \u00e7ok belirli g\u00f6revleri yerine getiren, genellikle \u00f6nceden tan\u0131mlanm\u0131\u015f komutlara dayanan yapay zek\u00e2 \u00e7\u00f6z\u00fcmleridir. Bu sistemler insan etkile\u015fimini azaltarak, verimlili\u011fi art\u0131r\u0131r.<\/p>\n\n\n\n<h3>1. M\u00fc\u015fteri Hizmetleri<\/h3>\n\n\n\n<p>Zendesk\u2019in AI destekli chatbot&#8217;u gibi sistemler, s\u0131k sorulan sorular\u0131 yan\u0131tlar, sorunlar\u0131 \u00e7\u00f6zer ve m\u00fc\u015fterilere rehberlik eder. \u0130nsan deste\u011fine olan ihtiyac\u0131 azalt\u0131r.<\/p>\n\n\n\n<h3>2. Ki\u015fisel Asistanlar<\/h3>\n\n\n\n<p>Siri veya Google Assistant gibi sesli asistanlar, g\u00fcnl\u00fck g\u00f6revleri kolayla\u015ft\u0131r\u0131r: hat\u0131rlat\u0131c\u0131 kurmak, hava durumunu \u00f6\u011frenmek ya da m\u00fczik \u00e7almak gibi.<\/p>\n\n\n\n<h3>3. E-posta Y\u00f6netimi<\/h3>\n\n\n\n<p>Gmail Smart Compose \u00f6zelli\u011fi, e-postalara h\u0131zl\u0131 cevaplar \u00f6nererek zaman kazand\u0131r\u0131r. E-postalar\u0131 s\u0131ralamak ve \u00f6nemli olanlar\u0131 \u00f6n plana \u00e7\u0131karmak gibi g\u00f6revleri de \u00fcstlenir.<\/p>\n\n\n\n<h3>4. Verimlilik Ara\u00e7lar\u0131<\/h3>\n\n\n\n<p>GitHub Copilot, yaz\u0131l\u0131m geli\u015ftiricilere anl\u0131k kod \u00f6nerileri ve hata ay\u0131klama yard\u0131m\u0131 sa\u011flar. Bu sayede geli\u015ftiriciler daha yarat\u0131c\u0131 i\u015flere odaklanabilir.<\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2>Avantajlar<\/h2>\n\n\n\n<ul><li><strong>End\u00fcstri D\u00f6n\u00fc\u015f\u00fcm\u00fc:<\/strong> Agentic AI ve AI Agents, otomasyondan ula\u015f\u0131m sekt\u00f6r\u00fcne kadar bir\u00e7ok alanda devrim yarat\u0131yor.<\/li><li><strong>Daha \u0130yi Karar Alma:<\/strong> B\u00fcy\u00fck verileri analiz edebilme yetenekleri sayesinde, AI sistemleri daha h\u0131zl\u0131 ve isabetli kararlar alabilir.<\/li><li><strong>Ki\u015fiselle\u015ftirme:<\/strong> Finans gibi sekt\u00f6rlerde, kullan\u0131c\u0131ya \u00f6zel \u00f6neriler sunarak m\u00fc\u015fteri deneyimini \u00fcst d\u00fczeye \u00e7\u0131karabilir.<\/li><\/ul>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2>Riskler ve Zorluklar<\/h2>\n\n\n\n<ul><li><strong>\u0130\u015f G\u00fcc\u00fc Etkisi:<\/strong> Otomasyon artt\u0131k\u00e7a baz\u0131 sekt\u00f6rlerde i\u015f kay\u0131plar\u0131 ya\u015fanabilir. Ancak bu durum, yeni meslek alanlar\u0131n\u0131n do\u011fmas\u0131na da zemin haz\u0131rlayabilir.<\/li><li><strong>Etik ve Sorumluluk:<\/strong> Agentic AI sistemleri hata yapt\u0131\u011f\u0131nda sorumluluk kimde olacak? Bu sorular hen\u00fcz net yan\u0131tlanm\u0131\u015f de\u011fil.<\/li><li><strong>Veri Gizlili\u011fi:<\/strong> Hassas verilerin AI sistemleri taraf\u0131ndan i\u015flenmesi, ciddi gizlilik ve g\u00fcvenlik \u00f6nlemleri gerektiriyor.<\/li><\/ul>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2>Sonu\u00e7: Yarat\u0131c\u0131dan Y\u00fcr\u00fct\u00fcc\u00fcye Ge\u00e7i\u015f<\/h2>\n\n\n\n<p>GenAI ve Agentic AI, birbirini tamamlayan iki g\u00fc\u00e7l\u00fc teknolojidir. GenAI i\u00e7erik \u00fcretimi ve yarat\u0131c\u0131l\u0131k alan\u0131nda \u00f6ne \u00e7\u0131karken, Agentic AI \u00f6\u011frenme, karar alma ve aksiyon \u00fcretme kabiliyetiyle dikkat \u00e7eker. AI Agents ise belirli g\u00f6revleri otomatikle\u015ftirerek g\u00fcnl\u00fck ya\u015fam\u0131 kolayla\u015ft\u0131r\u0131r. Gelece\u011fin d\u00fcnyas\u0131nda bu yapay zek\u00e2 yakla\u015f\u0131mlar\u0131, hem i\u015f d\u00fcnyas\u0131nda hem de g\u00fcnl\u00fck ya\u015fant\u0131m\u0131zda b\u00fcy\u00fck bir d\u00f6n\u00fc\u015f\u00fcm yaratmaya devam edecek.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Yapay zek\u00e2 d\u00fcnyas\u0131nda GenAI (Generative AI) ve Agentic AI, iki farkl\u0131 ama birbiriyle tamamlay\u0131c\u0131 yakla\u015f\u0131m\u0131 temsil ediyor. GenAI yaratmaya, Agentic AI ise eyleme ge\u00e7meye odaklan\u0131r. GenAI modelleri yeni i\u00e7erikler \u00fcretirken; Agentic AI sistemleri karar al\u0131r, aksiyon al\u0131r ve bu aksiyonlar\u0131 \u00e7evresel fakt\u00f6rlere g\u00f6re optimize eder. Bu iki yakla\u015f\u0131m birlikte kullan\u0131ld\u0131\u011f\u0131nda, yarat\u0131c\u0131l\u0131\u011f\u0131 ve aksiyonu birle\u015ftiren g\u00fc\u00e7l\u00fc\u2026 <span class=\"read-more\"><a href=\"https:\/\/blog.firatyasar.com\/?p=346\">Read More &raquo;<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":348,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[149,151,152,150,133],"_links":{"self":[{"href":"https:\/\/blog.firatyasar.com\/index.php?rest_route=\/wp\/v2\/posts\/346"}],"collection":[{"href":"https:\/\/blog.firatyasar.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.firatyasar.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.firatyasar.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.firatyasar.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=346"}],"version-history":[{"count":1,"href":"https:\/\/blog.firatyasar.com\/index.php?rest_route=\/wp\/v2\/posts\/346\/revisions"}],"predecessor-version":[{"id":349,"href":"https:\/\/blog.firatyasar.com\/index.php?rest_route=\/wp\/v2\/posts\/346\/revisions\/349"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.firatyasar.com\/index.php?rest_route=\/wp\/v2\/media\/348"}],"wp:attachment":[{"href":"https:\/\/blog.firatyasar.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=346"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.firatyasar.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=346"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.firatyasar.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=346"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}