Bursa, \u0130zmir ve Denizli’deki yaz\u0131l\u0131m sekt\u00f6r\u00fcn\u00fc de\u011ferlendiren Prof. Dr. Necmi G\u00fcrsakal, yapay zek\u00e2n\u0131n yaz\u0131l\u0131m \u00fcretim modelini k\u00f6kl\u00fc bi\u00e7imde de\u011fi\u015ftirdi\u011fine dikkat \u00e7ekti. G\u00fcrsakal, daha az \u00e7al\u0131\u015fanla daha fazla yaz\u0131l\u0131m \u00fcretilebildi\u011fi yeni d\u00f6nemin teknokentleri, \u00fcniversiteleri, gen\u00e7 m\u00fchendisleri ve yaz\u0131l\u0131m \u015firketlerini yeniden yap\u0131lanmaya zorlad\u0131\u011f\u0131n\u0131 belirtti.<\/strong><\/p>\n\n\n\n Yapay zek\u00e2 teknolojilerinin h\u0131zla geli\u015fmesi, yaz\u0131l\u0131m sekt\u00f6r\u00fcnde istihdamdan \u00fcretim modellerine kadar bir\u00e7ok alanda de\u011fi\u015fimi beraberinde getiriyor. Prof. Dr. Necmi G\u00fcrsakal, Bursa, \u0130zmir ve Denizli ekseninde kaleme ald\u0131\u011f\u0131 de\u011ferlendirmesinde, yapay zek\u00e2n\u0131n yaz\u0131l\u0131m ekonomisi \u00fczerindeki etkilerini ele alarak yeni d\u00f6nemin f\u0131rsatlar\u0131na ve risklerine dikkat \u00e7ekti.<\/p>\n\n\n\n G\u00fcrsakal, \u00f6zellikle \u0130zmir ve Denizli’deki sekt\u00f6r temsilcilerinin istihdama ili\u015fkin a\u00e7\u0131klamalar\u0131n\u0131n yaz\u0131l\u0131m sekt\u00f6r\u00fcndeki d\u00f6n\u00fc\u015f\u00fcm\u00fcn boyutlar\u0131n\u0131 ortaya koydu\u011funu ifade etti. 27 Ekim 2026 tarihinde yay\u0131mlanan haberde Denizli Sanayi Odas\u0131 Y\u00f6netim Kurulu \u00dcyesi Osman Makal’\u0131n, son alt\u0131 ayda yaz\u0131l\u0131m m\u00fchendisi istihdam\u0131nda y\u00fczde 80 kay\u0131p ya\u015fand\u0131\u011f\u0131 y\u00f6n\u00fcndeki a\u00e7\u0131klamas\u0131na yer verildi. \u0130zmir Teknoloji ve Bili\u015fim Derne\u011fi Ba\u015fkan\u0131 \u015eevket Ak\u00e7ay ise kentteki kayb\u0131n en iyi ihtimalle y\u00fczde 50 oldu\u011funu belirtti.<\/p>\n\n\n\n S\u00f6z konusu oranlar\u0131n sekt\u00f6r temsilcilerinin a\u00e7\u0131klamalar\u0131na dayand\u0131\u011f\u0131n\u0131, resm\u00ee istihdam istatistikleri olarak de\u011ferlendirilmemesi gerekti\u011fini vurgulayan G\u00fcrsakal, buna ra\u011fmen geli\u015fmelerin yaz\u0131l\u0131m sekt\u00f6r\u00fcnde ya\u015fanan de\u011fi\u015fimin ara\u015ft\u0131r\u0131lmas\u0131 gerekti\u011fini g\u00f6sterdi\u011fini kaydetti.<\/p>\n\n\n\n Bursa’n\u0131n sahip oldu\u011fu sanayi altyap\u0131s\u0131 ve teknoloji \u00fcretme kapasitesi nedeniyle bu d\u00f6n\u00fc\u015f\u00fcmden do\u011frudan etkilenecek kentlerden biri oldu\u011funu belirten G\u00fcrsakal, B\u0130S\u0130AD Ba\u015fkan\u0131 \u0130dris Do\u011frul’un Mart 2026’da yapt\u0131\u011f\u0131 a\u00e7\u0131klamada Bursa’da 760 yaz\u0131l\u0131m firmas\u0131n\u0131n bulundu\u011funu hat\u0131rlatt\u0131.<\/p>\n\n\n\n ULUTEK ve Bursa Teknopark gibi teknoloji merkezlerinin \u00fcniversite-sanayi i\u015f birli\u011fi a\u00e7\u0131s\u0131ndan \u00f6nemli bir konumda oldu\u011funu belirten G\u00fcrsakal, otomotiv, makine, tekstil, metal ve yan sanayi sekt\u00f6rlerinin Bursa’da yaz\u0131l\u0131m \u015firketleri i\u00e7in g\u00fc\u00e7l\u00fc bir m\u00fc\u015fteri taban\u0131 olu\u015fturdu\u011funa dikkat \u00e7ekti.<\/p>\n\n\n\n G\u00fcrsakal’a g\u00f6re yapay zek\u00e2, Bursa’daki yaz\u0131l\u0131m \u015firketlerinin daha k\u00fc\u00e7\u00fck ekiplerle \u00fcretim yapmas\u0131n\u0131 sa\u011flarken sanayi kurulu\u015flar\u0131n\u0131n da \u00fcretim otomasyonu, makine g\u00f6r\u00fc\u015f\u00fc, dijital ikiz ve veri analiti\u011fi gibi teknolojilere y\u00f6nelik ihtiya\u00e7lar\u0131n\u0131 art\u0131rabilir.<\/p>\n\n\n\n Bu nedenle Bursa’n\u0131n \u00f6n\u00fcndeki temel meselenin geleneksel yaz\u0131l\u0131m \u00fcretiminden yapay zek\u00e2 destekli sanayi \u00e7\u00f6z\u00fcmlerine ge\u00e7i\u015f oldu\u011funu belirtti.<\/p>\n\n\n\n Yapay zek\u00e2n\u0131n yaz\u0131l\u0131m sekt\u00f6r\u00fcndeki ekonomik modeli de\u011fi\u015ftirdi\u011fini ifade eden G\u00fcrsakal, geleneksel yaz\u0131l\u0131m \u00fcretiminde analiz, tasar\u0131m, kodlama, test ve bak\u0131m s\u00fcre\u00e7lerinin farkl\u0131 uzmanl\u0131klara sahip \u00e7al\u0131\u015fanlar taraf\u0131ndan y\u00fcr\u00fct\u00fcld\u00fc\u011f\u00fcn\u00fc hat\u0131rlatt\u0131.<\/p>\n\n\n\n \u00dcretken yapay zek\u00e2 sistemlerinin kod yazma, hata bulma, test haz\u0131rlama ve uygulama geli\u015ftirme gibi s\u00fcre\u00e7lerde etkin \u015fekilde kullan\u0131lmaya ba\u015flanmas\u0131n\u0131n bu modeli de\u011fi\u015ftirdi\u011fini belirten G\u00fcrsakal, daha \u00f6nce geni\u015f ekiplerle y\u00fcr\u00fct\u00fclen baz\u0131 projelerin art\u0131k daha k\u00fc\u00e7\u00fck ekiplerle tamamlanabildi\u011fini kaydetti.<\/p>\n\n\n\n G\u00fcrsakal, bu de\u011fi\u015fimin ekonomik sonu\u00e7lar\u0131na dikkat \u00e7ekerek \u00fcretkenlik art\u0131\u015f\u0131n\u0131n her zaman istihdam art\u0131\u015f\u0131 anlam\u0131na gelmedi\u011fini vurgulad\u0131. \u015eirketlerin ayn\u0131 miktarda yaz\u0131l\u0131m\u0131 daha az \u00e7al\u0131\u015fanla \u00fcretebilmesinin maliyetleri d\u00fc\u015f\u00fcrebilece\u011fini, ancak baz\u0131 \u00e7al\u0131\u015fan pozisyonlar\u0131na duyulan ihtiyac\u0131 da azaltabilece\u011fini ifade etti.<\/p>\n\n\n\n Prof. Dr. G\u00fcrsakal, yapay zek\u00e2 d\u00f6n\u00fc\u015f\u00fcm\u00fcn\u00fcn \u00f6zellikle proje bazl\u0131 \u00e7al\u0131\u015fan k\u00fc\u00e7\u00fck yaz\u0131l\u0131m \u015firketleri a\u00e7\u0131s\u0131ndan \u00f6nemli sonu\u00e7lar do\u011furabilece\u011fini belirtti.<\/p>\n\n\n\n S\u0131n\u0131rl\u0131 say\u0131da m\u00fc\u015fteriye ve teknik personele ba\u011fl\u0131 faaliyet g\u00f6steren \u015firketlerin de\u011fi\u015fen rekabet ko\u015fullar\u0131na uyum sa\u011flamak zorunda kalaca\u011f\u0131n\u0131 ifade eden G\u00fcrsakal, baz\u0131 firmalar\u0131n \u00e7al\u0131\u015fan say\u0131lar\u0131n\u0131 azaltabilece\u011fini, baz\u0131lar\u0131n\u0131n birle\u015febilece\u011fini veya yapay zek\u00e2 entegrasyonu ve sekt\u00f6rel teknoloji \u00e7\u00f6z\u00fcmlerine y\u00f6nelebilece\u011fini de\u011ferlendirdi.<\/p>\n\n\n\n G\u00fcrsakal’\u0131n de\u011ferlendirmesinde \u00f6ne \u00e7\u0131kan ba\u015fl\u0131klardan biri de teknokentlerin gelece\u011fi oldu.<\/p>\n\n\n\n Geleneksel olarak \u015firket say\u0131s\u0131, istihdam, Ar-Ge projeleri ve patentler \u00fczerinden de\u011ferlendirilen teknokentlerin yapay zek\u00e2 \u00e7a\u011f\u0131nda yeni ba\u015far\u0131 \u00f6l\u00e7\u00fctlerine ihtiya\u00e7 duyabilece\u011fini belirten G\u00fcrsakal, \u00e7al\u0131\u015fan say\u0131s\u0131ndaki azalman\u0131n her zaman teknolojik kapasitede gerileme anlam\u0131na gelmeyece\u011fine dikkat \u00e7ekti.<\/p>\n\n\n\n Bir \u015firketin daha az \u00e7al\u0131\u015fanla daha fazla ekonomik de\u011fer \u00fcretebilmesinin m\u00fcmk\u00fcn oldu\u011funu ifade eden G\u00fcrsakal, teknokentlerin yaln\u0131zca istihdam ve \u015firket say\u0131s\u0131na de\u011fil, geli\u015ftirilen teknolojilerin ekonomik ve toplumsal katk\u0131s\u0131na da odaklanmas\u0131 gerekti\u011fini vurgulad\u0131.<\/p>\n\n\n\n Yapay zek\u00e2n\u0131n \u00fcniversite e\u011fitimini ve gen\u00e7 m\u00fchendislerin kariyer beklentilerini de de\u011fi\u015ftirece\u011fini belirten G\u00fcrsakal, yaln\u0131zca kod yazabilen m\u00fchendislerin gelecekte yeterli olmayabilece\u011fini ifade etti.<\/p>\n\n\n\n Yapay zek\u00e2 ara\u00e7lar\u0131n\u0131 kullanabilme, sistem mimarisi olu\u015fturma, veri g\u00fcvenli\u011fi ve karma\u015f\u0131k problemlere \u00e7\u00f6z\u00fcm geli\u015ftirme gibi becerilerin daha fazla \u00f6nem kazanaca\u011f\u0131n\u0131 belirten G\u00fcrsakal, \u00f6zellikle yeni mezunlar\u0131n deneyim kazanmas\u0131n\u0131 sa\u011flayan ba\u015flang\u0131\u00e7 d\u00fczeyindeki i\u015flerin azalmas\u0131 ihtimaline dikkat \u00e7ekti.<\/p>\n\n\n\n Deneyimli m\u00fchendislerin yapay zek\u00e2 sayesinde daha \u00fcretken h\u00e2le gelmesinin gen\u00e7 m\u00fchendislerin sekt\u00f6re giri\u015fini zorla\u015ft\u0131rabilece\u011fini belirten G\u00fcrsakal, gelece\u011fin deneyimli m\u00fchendislerinin hangi ko\u015fullarda yeti\u015ftirilece\u011finin \u00f6nemli bir soru h\u00e2line geldi\u011fini kaydetti.<\/p>\n\n\n\n G\u00fcrsakal, yapay zek\u00e2n\u0131n etkilerinin hen\u00fcz \u00fcniversite e\u011fitimini s\u00fcrd\u00fcren gen\u00e7lerin meslek tercihlerinde de tart\u0131\u015f\u0131lmas\u0131 gerekti\u011fini belirtti.<\/p>\n\n\n\n Baz\u0131 m\u00fchendislik \u00f6\u011frencilerinin e\u011fitimlerini b\u0131rakarak veya yeniden \u00fcniversite s\u0131nav\u0131na girerek t\u0131p fak\u00fcltelerine ge\u00e7i\u015f se\u00e7eneklerini de\u011ferlendirdi\u011fine ili\u015fkin g\u00f6zlemlere dikkat \u00e7eken G\u00fcrsakal, bu durumun mesleki gelecek ve istihdam g\u00fcvencesi kayg\u0131lar\u0131 a\u00e7\u0131s\u0131ndan ara\u015ft\u0131r\u0131lmas\u0131 gerekti\u011fini ifade etti.<\/p>\n\n\n\n T\u0131p fak\u00fcltesinin baz\u0131 gen\u00e7ler taraf\u0131ndan daha belirgin bir mesleki kimlik ve kariyer g\u00fcvencesiyle ili\u015fkilendirilebildi\u011fini belirten G\u00fcrsakal, sa\u011fl\u0131k sekt\u00f6r\u00fcn\u00fcn de yapay zek\u00e2 teknolojilerinden etkilendi\u011fini hat\u0131rlatt\u0131.<\/p>\n\n\n\n Bursa, \u0130zmir ve Denizli’deki \u00fcniversitelerde m\u00fchendislik \u00f6\u011frencilerinin b\u00f6l\u00fcm de\u011fi\u015ftirme ve meslek tercihlerini yeniden de\u011ferlendirme e\u011filimlerinin ara\u015ft\u0131r\u0131lmas\u0131 gerekti\u011fini kaydeden G\u00fcrsakal, yapay zek\u00e2n\u0131n yaln\u0131zca mevcut \u00e7al\u0131\u015fanlar\u0131 de\u011fil, hen\u00fcz i\u015f hayat\u0131na ba\u015flamam\u0131\u015f gen\u00e7lerin gelecek beklentilerini de etkileyebilece\u011fini vurgulad\u0131.<\/p>\n\n\n\n Bursa, \u0130zmir ve Denizli’den gelen geli\u015fmeleri birlikte de\u011ferlendiren G\u00fcrsakal, yaz\u0131l\u0131m sekt\u00f6r\u00fcn\u00fcn b\u00fct\u00fcn\u00fcyle k\u00fc\u00e7\u00fclmesinden ziyade yeni bir \u00fcretim modeline do\u011fru ilerledi\u011fini belirtti.<\/p>\n\n\n\n Yapay zek\u00e2 entegrasyonu, veri m\u00fchendisli\u011fi, siber g\u00fcvenlik ve end\u00fcstriyel otomasyon gibi alanlar\u0131n yeni i\u015f f\u0131rsatlar\u0131 olu\u015fturabilece\u011fine dikkat \u00e7eken G\u00fcrsakal, ancak yeni i\u015flerin kaybolabilecek pozisyonlar\u0131n say\u0131s\u0131n\u0131 ve niteli\u011fini otomatik olarak kar\u015f\u0131lamayaca\u011f\u0131n\u0131 ifade etti.<\/p>\n\n\n\n Bursa’n\u0131n g\u00fc\u00e7l\u00fc sanayi altyap\u0131s\u0131n\u0131n yapay zek\u00e2 destekli \u00fcretim sistemleri geli\u015ftirmek i\u00e7in \u00f6nemli bir potansiyel sundu\u011funu belirten G\u00fcrsakal, yaz\u0131l\u0131m \u015firketlerinin y\u00fcksek katma de\u011ferli \u00e7\u00f6z\u00fcmlere y\u00f6nelmesi, \u00fcniversitelerin e\u011fitim modellerini g\u00fcncellemesi ve \u00e7al\u0131\u015fanlar\u0131n yeni beceriler kazanmas\u0131n\u0131n \u00f6nemine i\u015faret etti.<\/p>\n\n\n\n Prof. Dr. Necmi G\u00fcrsakal, de\u011ferlendirmesinin sonunda yapay zek\u00e2 \u00e7a\u011f\u0131n\u0131n en \u00f6nemli ekonomik ve toplumsal sorusuna dikkat \u00e7ekti.<\/p>\n\n\n\n Daha az \u00e7al\u0131\u015fanla daha fazla yaz\u0131l\u0131m \u00fcretilebildi\u011fi bir ekonomik modelde ortaya \u00e7\u0131kan verimlilik art\u0131\u015f\u0131n\u0131n nas\u0131l payla\u015f\u0131laca\u011f\u0131n\u0131n \u00f6nem kazand\u0131\u011f\u0131n\u0131 belirten G\u00fcrsakal, bu sorunun yaln\u0131zca yaz\u0131l\u0131m \u015firketlerini de\u011fil, \u00e7al\u0131\u015fanlar\u0131, \u00fcniversiteleri, teknokentleri ve yerel ekonomileri de yak\u0131ndan ilgilendirdi\u011fini vurgulad\u0131.<\/p>\n\n\n\n G\u00fcrsakal’a g\u00f6re yapay zek\u00e2n\u0131n yaz\u0131l\u0131m ekonomisinde olu\u015fturdu\u011fu d\u00f6n\u00fc\u015f\u00fcm, Bursa ba\u015fta olmak \u00fczere T\u00fcrkiye’nin teknoloji ve istihdam politikalar\u0131n\u0131n yeniden de\u011ferlendirilmesini gerektiren yeni bir d\u00f6nemin habercisi.<\/p>\n","protected":false},"excerpt":{"rendered":" Prof. Dr. Necmi G\u00fcrsakal: Yapay Zek\u00e2 Yaz\u0131l\u0131m Sekt\u00f6r\u00fcnde \u0130stihdam\u0131 ve Ekonomik Dengeleri De\u011fi\u015ftiriyor Bursa, \u0130zmir ve Denizli’deki yaz\u0131l\u0131m sekt\u00f6r\u00fcn\u00fc de\u011ferlendiren Prof. Dr. Necmi G\u00fcrsakal, yapay zek\u00e2n\u0131n yaz\u0131l\u0131m \u00fcretim modelini k\u00f6kl\u00fc bi\u00e7imde de\u011fi\u015ftirdi\u011fine dikkat \u00e7ekti. G\u00fcrsakal, daha az \u00e7al\u0131\u015fanla daha fazla yaz\u0131l\u0131m \u00fcretilebildi\u011fi yeni d\u00f6nemin teknokentleri, \u00fcniversiteleri, gen\u00e7 m\u00fchendisleri ve yaz\u0131l\u0131m \u015firketlerini yeniden yap\u0131lanmaya zorlad\u0131\u011f\u0131n\u0131 belirtti. […]<\/p>\n","protected":false},"author":2,"featured_media":40760,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[285],"tags":[],"class_list":["post-40759","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-teknoloji"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/sonkale16tv.com.tr\/index.php\/wp-json\/wp\/v2\/posts\/40759","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sonkale16tv.com.tr\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sonkale16tv.com.tr\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sonkale16tv.com.tr\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/sonkale16tv.com.tr\/index.php\/wp-json\/wp\/v2\/comments?post=40759"}],"version-history":[{"count":1,"href":"https:\/\/sonkale16tv.com.tr\/index.php\/wp-json\/wp\/v2\/posts\/40759\/revisions"}],"predecessor-version":[{"id":40761,"href":"https:\/\/sonkale16tv.com.tr\/index.php\/wp-json\/wp\/v2\/posts\/40759\/revisions\/40761"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sonkale16tv.com.tr\/index.php\/wp-json\/wp\/v2\/media\/40760"}],"wp:attachment":[{"href":"https:\/\/sonkale16tv.com.tr\/index.php\/wp-json\/wp\/v2\/media?parent=40759"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sonkale16tv.com.tr\/index.php\/wp-json\/wp\/v2\/categories?post=40759"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sonkale16tv.com.tr\/index.php\/wp-json\/wp\/v2\/tags?post=40759"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}Bursa’n\u0131n 760 yaz\u0131l\u0131m firmas\u0131 yapay zek\u00e2 d\u00f6n\u00fc\u015f\u00fcm\u00fcn\u00fcn merkezinde<\/h3>\n\n\n\n
\u201c\u00dcretkenlik art\u0131\u015f\u0131 her zaman istihdam art\u0131\u015f\u0131 anlam\u0131na gelmiyor\u201d<\/h3>\n\n\n\n
K\u00fc\u00e7\u00fck yaz\u0131l\u0131m \u015firketleri i\u00e7in yeni rekabet d\u00f6nemi<\/h3>\n\n\n\n
Teknokentlerin ba\u015far\u0131 \u00f6l\u00e7\u00fctleri de\u011fi\u015febilir<\/h3>\n\n\n\n
Gen\u00e7 m\u00fchendisler i\u00e7in yeni soru: \u0130\u015fe nereden ba\u015flayacaklar?<\/h3>\n\n\n\n
M\u00fchendislik \u00f6\u011frencileri t\u0131p fak\u00fcltelerine mi y\u00f6neliyor?<\/h3>\n\n\n\n
Bursa i\u00e7in riskler kadar f\u0131rsatlar da var<\/h3>\n\n\n\n
\u201cVerimlilik art\u0131\u015f\u0131n\u0131n kazanc\u0131 kimlere ait olacak?\u201d<\/h3>\n\n\n\n