{"id":30663,"date":"2026-07-05T14:42:12","date_gmt":"2026-07-05T11:42:12","guid":{"rendered":"https:\/\/konuk.news\/pl\/yapay-zeka-doneminde-tasarimci-istihdami-yanlis-hesap-hatali-sonuc-doguruyor\/"},"modified":"2026-07-05T14:42:17","modified_gmt":"2026-07-05T11:42:17","slug":"yapay-zeka-doneminde-tasarimci-istihdami-yanlis-hesap-hatali-sonuc-doguruyor","status":"publish","type":"post","link":"https:\/\/konuk.news\/pl\/yapay-zeka-doneminde-tasarimci-istihdami-yanlis-hesap-hatali-sonuc-doguruyor\/","title":{"rendered":"Yapay Zeka D\u00f6neminde Tasar\u0131mc\u0131 \u0130stihdam\u0131: Yanl\u0131\u015f Hesap Hatal\u0131 Sonu\u00e7 Do\u011furuyor"},"content":{"rendered":"

Nielsen Norman Group ve Forrester gibi kurulu\u015flar\u0131n verileri, 2026 y\u0131l\u0131n\u0131 “Yapay Zeka Yorgunlu\u011fu Y\u0131l\u0131” olarak tan\u0131mlarken, bir\u00e7ok \u015firketin yapay zeka odakl\u0131 stratejiler u\u011fruna tasar\u0131mc\u0131 kadrolar\u0131n\u0131 azaltmas\u0131n\u0131n ciddi verimlilik kay\u0131plar\u0131na yol a\u00e7t\u0131\u011f\u0131n\u0131 ortaya koyuyor. Klarna gibi dev \u015firketlerin s\u00fcre\u00e7 iyile\u015ftirmesi amac\u0131yla i\u015ften \u00e7\u0131kard\u0131\u011f\u0131 personelleri yeniden i\u015fe almaya ba\u015flamas\u0131, kullan\u0131c\u0131 deneyimini g\u00f6z ard\u0131 eden yapay zeka yat\u0131r\u0131mlar\u0131n\u0131n maliyetli bir hata oldu\u011funu kan\u0131tl\u0131yor. Uzmanlar, yapay zekan\u0131n g\u00f6rsel \u00fcretim ve rutin g\u00f6revlerde ba\u015far\u0131 sa\u011flasa da insan odakl\u0131 empati ve kritik karar alma s\u00fcre\u00e7lerinde yetersiz kald\u0131\u011f\u0131na dikkat \u00e7ekiyor.<\/p><\/blockquote>\n

<\/p>\n

Yapay Zeka Yorgunlu\u011fu ve Kurumsal Yan\u0131lg\u0131lar<\/h4>\n

2026 y\u0131l\u0131, Nielsen Norman Group taraf\u0131ndan “Yapay Zeka Yorgunlu\u011fu Y\u0131l\u0131” ilan edildi. \u015eirketler, rekabet bask\u0131s\u0131yla hayata ge\u00e7irdikleri yapay zeka fonksiyonlar\u0131n\u0131n sonu\u00e7 vermemesi nedeniyle zorlan\u0131yor. \u0130sve\u00e7li fintech devi Klarna, 2024 y\u0131l\u0131nda 700 m\u00fc\u015fteri hizmetleri \u00e7al\u0131\u015fan\u0131n\u0131 yapay zeka ile de\u011fi\u015ftirdi\u011fini duyurmu\u015ftu. Ancak 2026 itibar\u0131yla \u015firket, m\u00fc\u015fteri memnuniyetindeki d\u00fc\u015f\u00fc\u015f ve y\u00fckselen operasyonel maliyetler nedeniyle sessizce yeniden i\u015fe al\u0131mlara ba\u015flad\u0131. Bu vaka, y\u00f6netim kurullar\u0131nda “yapay zeka \u00f6ncelikli” planlar\u0131n risklerine dair bir uyar\u0131 niteli\u011fi ta\u015f\u0131yor.<\/p>\n

Dijital Tasar\u0131m Pazar\u0131nda D\u00fczeltme D\u00f6nemi<\/h4>\n

2021-2022 y\u0131llar\u0131 aras\u0131ndaki dijital “alt\u0131n \u00e7a\u011f”, 2023 itibar\u0131yla yerini derin bir piyasa d\u00fczeltmesine b\u0131rakt\u0131. UX tasar\u0131mc\u0131lar\u0131na y\u00f6nelik i\u015f ilanlar\u0131 Indeed verilerine g\u00f6re %71 oran\u0131nda d\u00fc\u015ft\u00fc. Piyasada dengelenme s\u00fcreci devam etse de, junior seviyesindeki f\u0131rsatlar olduk\u00e7a k\u0131s\u0131tl\u0131 durumda. Glassdoor analizleri, teknoloji firmalar\u0131n\u0131n %5’inden az\u0131n\u0131n junior UX pozisyonlar\u0131na a\u00e7\u0131k oldu\u011funu g\u00f6steriyor. Maa\u015f verileri ise tasar\u0131mc\u0131lar\u0131n kullan\u0131c\u0131 bilgisinin organizasyonlar taraf\u0131ndan nas\u0131l konumland\u0131r\u0131ld\u0131\u011f\u0131na dair \u00f6nemli bir g\u00f6sterge sunuyor.<\/p>\n

G\u00f6r\u00fcnmez Maliyet ve Tasar\u0131m Borcu<\/h4>\n

Tasar\u0131mc\u0131lar\u0131n i\u015ften \u00e7\u0131kar\u0131lmas\u0131 veya kullan\u0131c\u0131 ara\u015ft\u0131rmalar\u0131ndan vazge\u00e7ilmesi, maliyetlerin alt\u0131 ay ile iki y\u0131l aras\u0131nda farkl\u0131 kalemlerde patlak vermesine neden oluyor. Kalite m\u00fchendisli\u011findeki 1-10-100 kural\u0131 burada da ge\u00e7erlili\u011fini koruyor; ara\u015ft\u0131rma a\u015famas\u0131nda tespit edilmeyen bir tasar\u0131m hatas\u0131, uygulamadan sonra y\u00fcz kat daha maliyetli hale geliyor. 2025 Forrester Consulting ara\u015ft\u0131rmas\u0131, kullan\u0131c\u0131 odakl\u0131 tasar\u0131ma yat\u0131r\u0131m yapan firmalar\u0131n 3 y\u0131l i\u00e7inde %415 yat\u0131r\u0131m getirisi elde etti\u011fini kan\u0131tl\u0131yor.<\/p>\n

Yapay Zekan\u0131n S\u0131n\u0131rlar\u0131 ve \u0130nsan Fakt\u00f6r\u00fc<\/h4>\n

Suni zeka, g\u00f6rsel \u00fcretim ve sistem senkronizasyonu gibi konularda h\u0131z sa\u011flasa da derin ba\u011flam\u0131 anlama ve ele\u015ftirel d\u00fc\u015f\u00fcnme konusunda yetersiz kal\u0131yor. Bir bankan\u0131n mobil uygulamas\u0131nda, kullan\u0131c\u0131lar\u0131n kolayca bulabilece\u011fi bir fonksiyonu \u00fc\u00e7 nokta simgesi arkas\u0131na gizlemesi, 8 y\u0131lda 100-200 milyon sterlinlik bir maliyete yol a\u00e7t\u0131. Benzer \u015fekilde, Citi Bank’\u0131n hatal\u0131 yaz\u0131l\u0131m tasar\u0131m\u0131 nedeniyle 500 milyon dolarl\u0131k zarara u\u011framas\u0131, tasar\u0131m\u0131n sadece bir estetik meselesi de\u011fil, kritik bir i\u015f operasyonu oldu\u011funu g\u00f6steriyor.<\/p>\n

D\u00f6n\u00fc\u015f\u00fcm S\u00fcrecinde Ayakta Kalanlar<\/h4>\n

Ba\u015far\u0131l\u0131 \u015firketler, yapay zekay\u0131 bir maliyet d\u00fc\u015f\u00fcrme arac\u0131 olarak de\u011fil, do\u011fru kurgulanm\u0131\u015f bir deneyim kanal\u0131 olarak kullan\u0131yor. \u00d6zellikle Polonya gibi \u00fclkelerde gen\u00e7 neslin yapay zeka ara\u00e7lar\u0131n\u0131 kullanmas\u0131na ra\u011fmen profesyonel anlamda yetkinlik bo\u015flu\u011fu ya\u015fad\u0131\u011f\u0131 g\u00f6zlemleniyor. Gelecekte, tasar\u0131m\u0131n salt teknik beceri de\u011fil, yapay zekan\u0131n y\u00f6nlendirilmesi ve kullan\u0131c\u0131 empatisiyle birle\u015fti\u011fi hibrit modeller kazanan\u0131 belirleyecek.<\/p>\n

Kaynak : GazetaPrawna<\/p>\n","protected":false},"excerpt":{"rendered":"

Nielsen Norman Group ve Forrester gibi kurulu\u015flar\u0131n verileri, 2026 y\u0131l\u0131n\u0131 “Yapay Zeka Yorgunlu\u011fu Y\u0131l\u0131” olarak tan\u0131mlarken, bir\u00e7ok \u015firketin yapay zeka odakl\u0131 stratejiler u\u011fruna tasar\u0131mc\u0131 kadrolar\u0131n\u0131 azaltmas\u0131n\u0131n ciddi verimlilik kay\u0131plar\u0131na yol a\u00e7t\u0131\u011f\u0131n\u0131 ortaya koyuyor. Klarna gibi dev \u015firketlerin s\u00fcre\u00e7 iyile\u015ftirmesi amac\u0131yla i\u015ften \u00e7\u0131kard\u0131\u011f\u0131 personelleri yeniden i\u015fe almaya ba\u015flamas\u0131, kullan\u0131c\u0131 deneyimini g\u00f6z ard\u0131 eden yapay zeka yat\u0131r\u0131mlar\u0131n\u0131n […]<\/p>\n","protected":false},"author":2,"featured_media":30664,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[58],"tags":[],"class_list":["post-30663","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-teknoloji"],"_links":{"self":[{"href":"https:\/\/konuk.news\/pl\/wp-json\/wp\/v2\/posts\/30663","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/konuk.news\/pl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/konuk.news\/pl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/konuk.news\/pl\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/konuk.news\/pl\/wp-json\/wp\/v2\/comments?post=30663"}],"version-history":[{"count":1,"href":"https:\/\/konuk.news\/pl\/wp-json\/wp\/v2\/posts\/30663\/revisions"}],"predecessor-version":[{"id":30665,"href":"https:\/\/konuk.news\/pl\/wp-json\/wp\/v2\/posts\/30663\/revisions\/30665"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/konuk.news\/pl\/wp-json\/wp\/v2\/media\/30664"}],"wp:attachment":[{"href":"https:\/\/konuk.news\/pl\/wp-json\/wp\/v2\/media?parent=30663"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/konuk.news\/pl\/wp-json\/wp\/v2\/categories?post=30663"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/konuk.news\/pl\/wp-json\/wp\/v2\/tags?post=30663"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}