{"id":160560,"date":"2026-10-02T10:15:26","date_gmt":"2026-10-02T07:15:26","guid":{"rendered":"https:\/\/ekonomigundemi.com.tr\/index.php\/2026\/10\/02\/yapay-zeka-kullanimi-bireylerde-ve-girisimlerde-artti"},"modified":"2026-10-02T10:15:26","modified_gmt":"2026-10-02T07:15:26","slug":"yapay-zeka-kullanimi-bireylerde-ve-girisimlerde-artti","status":"publish","type":"post","link":"https:\/\/ekonomigundemi.com.tr\/index.php\/2026\/10\/02\/yapay-zeka-kullanimi-bireylerde-ve-girisimlerde-artti\/","title":{"rendered":"Yapay zeka kullan\u0131m\u0131 bireylerde ve giri\u015fimlerde artt\u0131"},"content":{"rendered":"<p class=\"isSelectedEnd\">T\u00dc\u0130K\u2019in yay\u0131mlad\u0131\u011f\u0131 \u201cYapay Zeka \u0130statistikleri, 2026\u201d b\u00fcltenine g\u00f6re, 16-74 ya\u015f grubundaki bireyler ile 10 ve daha fazla \u00e7al\u0131\u015fan\u0131 bulunan giri\u015fimlerde yapay zeka kullan\u0131m oran\u0131 bir \u00f6nceki y\u0131la g\u00f6re yakla\u015f\u0131k iki kat artt\u0131. \u00dcretken yapay zeka kulland\u0131\u011f\u0131n\u0131 belirten bireylerin oran\u0131 2025\u2019te y\u00fczde 19,2 iken 2026\u2019da y\u00fczde 37,6\u2019ya y\u00fckseldi. Yapay zeka teknolojilerinden herhangi birini kullanan giri\u015fimlerin oran\u0131 ise y\u00fczde 7,5\u2019ten y\u00fczde 14\u2019e \u00e7\u0131kt\u0131.<\/p>\n<p class=\"isSelectedEnd\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/ekonomigundemi.com.tr\/wp-content\/uploads\/2026\/10\/234cf1ddeae896c466453adbf0c592f6_1.jpg\" \/>\n<\/p>\n<p class=\"isSelectedEnd\">2026\u2019da yapay zeka kullan\u0131m oran\u0131 erkeklerde y\u00fczde 37,2, kad\u0131nlarda y\u00fczde 38,1 oldu. Ya\u015f gruplar\u0131nda en y\u00fcksek oran y\u00fczde 64,9 ile 16-24 ya\u015f grubunda g\u00f6r\u00fcl\u00fcrken, bunu y\u00fczde 55,7 ile 25-34 ve y\u00fczde 38,1 ile 35-44 ya\u015f gruplar\u0131 izledi. E\u011fitim seviyesine g\u00f6re kullan\u0131m oran\u0131 y\u00fcksek\u00f6\u011fretim mezunlar\u0131nda y\u00fczde 62,7, lise veya mesleki lise mezunlar\u0131nda y\u00fczde 45,4, ilk\u00f6\u011fretim veya ortaokul mezunlar\u0131nda y\u00fczde 35,5 ve ilkokul mezunlar\u0131nda y\u00fczde 8,5 olarak ger\u00e7ekle\u015fti.<\/p>\n<p class=\"isSelectedEnd\">Yapay zeka kullanan bireylerin y\u00fczde 86,4\u2019\u00fc teknolojiyi \u00f6zel ama\u00e7larla, y\u00fczde 37,3\u2019\u00fc mesleki ama\u00e7larla ve y\u00fczde 32,6\u2019s\u0131 \u00f6rg\u00fcn e\u011fitim amac\u0131yla kulland\u0131. Erkeklerde bu oranlar s\u0131ras\u0131yla y\u00fczde 86, y\u00fczde 43,2 ve y\u00fczde 29,1 olurken, kad\u0131nlarda y\u00fczde 86,8, y\u00fczde 31,2 ve y\u00fczde 36,1 olarak kaydedildi.<\/p>\n<p class=\"isSelectedEnd\">Giri\u015fimlerde yapay zeka kullan\u0131m oran\u0131 2021\u2019de y\u00fczde 2,7 iken 2026\u2019da y\u00fczde 14\u2019e ula\u015ft\u0131. \u00c7al\u0131\u015fan say\u0131s\u0131na g\u00f6re kullan\u0131m oran\u0131 10-49 \u00e7al\u0131\u015fan\u0131 olan giri\u015fimlerde y\u00fczde 12,8, 50-249 \u00e7al\u0131\u015fan\u0131 olanlarda y\u00fczde 17 ve 250 ve \u00fczeri \u00e7al\u0131\u015fan\u0131 olanlarda y\u00fczde 37,1 oldu. Ekonomik faaliyet gruplar\u0131nda en y\u00fcksek kullan\u0131m y\u00fczde 63,7 ile telekom\u00fcnikasyon, programlama ve bili\u015fim faaliyetlerinde g\u00f6r\u00fcld\u00fc. Bu grubu y\u00fczde 57,1 ile yay\u0131mc\u0131l\u0131k, radyo-TV ve i\u00e7erik, y\u00fczde 32,4 ile bilgisayar ve ileti\u015fim ara\u00e7lar\u0131n\u0131n onar\u0131m\u0131 faaliyetleri izledi.<\/p>\n<p class=\"isSelectedEnd\">Giri\u015fimlerde yapay zekan\u0131n en yayg\u0131n kullan\u0131m amac\u0131 y\u00fczde 51 ile pazarlama veya sat\u0131\u015f oldu. Bunu y\u00fczde 46,3 ile Ar-Ge veya yenilik faaliyetleri ve y\u00fczde 43,4 ile \u00fcretim veya hizmet s\u00fcre\u00e7leri izledi.<\/p>\n<p class=\"isSelectedEnd\">Yapay zeka kullanan giri\u015fimlerin y\u00fczde 67,8\u2019i a\u00e7\u0131k kaynakl\u0131, y\u00fczde 49,1\u2019i kapal\u0131 kaynakl\u0131 yaz\u0131l\u0131mlar\u0131 \u00fccretsiz veya \u00fccretli olarak kulland\u0131. Harici sa\u011flay\u0131c\u0131lara geli\u015ftirtme oran\u0131 y\u00fczde 46,5, kendi \u00e7al\u0131\u015fanlar\u0131 taraf\u0131ndan geli\u015ftirme oran\u0131 ise y\u00fczde 32,1 oldu.<\/p>\n<p class=\"isSelectedEnd\">Yapay zeka kullanan giri\u015fimlerin y\u00fczde 16,6\u2019s\u0131 cinsiyet, ya\u015f, meslek, e\u011fitim durumu, adres, sat\u0131n alma kay\u0131tlar\u0131 veya y\u00fcz g\u00f6r\u00fcnt\u00fcleri gibi bireylere ili\u015fkin ki\u015fisel verileri i\u015fledi\u011fini belirtti. Bu oran 10-49 \u00e7al\u0131\u015fanl\u0131 giri\u015fimlerde y\u00fczde 16,9, 50-249 \u00e7al\u0131\u015fanl\u0131larda y\u00fczde 15,3 ve 250 ve \u00fczeri \u00e7al\u0131\u015fanl\u0131larda y\u00fczde 17 olarak ger\u00e7ekle\u015fti.<\/p>\n<p class=\"isSelectedEnd\">Yapay zeka kullanmayan ancak kullanmay\u0131 d\u00fc\u015f\u00fcnen giri\u015fimlerin oran\u0131 y\u00fczde 8,3 oldu. Bu oran 10-49 \u00e7al\u0131\u015fanl\u0131 giri\u015fimlerde y\u00fczde 7,4, 50-249 \u00e7al\u0131\u015fanl\u0131larda y\u00fczde 12,2 ve 250 ve \u00fczeri \u00e7al\u0131\u015fanl\u0131larda y\u00fczde 14,9 olarak kaydedildi.<\/p>\n<p>T\u00dc\u0130K verilerine g\u00f6re yapay zeka kullanmay\u0131 d\u00fc\u015f\u00fcnen ancak hen\u00fcz kullanmayan giri\u015fimlerde en \u00f6nemli neden y\u00fczde 72,3 ile ilgili uzmanl\u0131k eksikli\u011fi oldu. Bunu y\u00fczde 66,4 ile yapay zeka kullan\u0131m\u0131ndan kaynaklanan zarar durumunda sorumlulu\u011fa ili\u015fkin hukuki belirsizlikler ve y\u00fczde 65,4 ile veri koruma ve gizlili\u011fin ihlaline ili\u015fkin endi\u015feler izledi.<\/p>\n<p> <strong><\/strong><br \/>\nEKONOM\u0130 GAZETES\u0130 <\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0130Stanbul, 2 Ekim (Hibya) &#8211; T\u00fcrkiye \u0130statistik Kurumu (T\u00dc\u0130K), 2026 y\u0131l\u0131nda \u00fcretken yapay zeka kullanan bireylerin oran\u0131n\u0131n y\u00fczde 37,6\u2019ya, yapay zeka teknolojilerinden herhangi birini kullanan giri\u015fimlerin oran\u0131n\u0131n ise y\u00fczde 14\u2019e y\u00fckseldi\u011fini a\u00e7\u0131klad\u0131.<\/p>\n","protected":false},"author":1,"featured_media":160561,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAow07ekDA:productID":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-160560","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ekonomi"],"_links":{"self":[{"href":"https:\/\/ekonomigundemi.com.tr\/index.php\/wp-json\/wp\/v2\/posts\/160560","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ekonomigundemi.com.tr\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ekonomigundemi.com.tr\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ekonomigundemi.com.tr\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ekonomigundemi.com.tr\/index.php\/wp-json\/wp\/v2\/comments?post=160560"}],"version-history":[{"count":0,"href":"https:\/\/ekonomigundemi.com.tr\/index.php\/wp-json\/wp\/v2\/posts\/160560\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ekonomigundemi.com.tr\/index.php\/wp-json\/wp\/v2\/media\/160561"}],"wp:attachment":[{"href":"https:\/\/ekonomigundemi.com.tr\/index.php\/wp-json\/wp\/v2\/media?parent=160560"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ekonomigundemi.com.tr\/index.php\/wp-json\/wp\/v2\/categories?post=160560"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ekonomigundemi.com.tr\/index.php\/wp-json\/wp\/v2\/tags?post=160560"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}