{"id":49147,"date":"2026-09-09T21:23:57","date_gmt":"2026-09-09T18:23:57","guid":{"rendered":"https:\/\/www.merceknet.com\/tr\/?p=49147"},"modified":"2026-09-09T21:23:57","modified_gmt":"2026-09-09T18:23:57","slug":"yapay-zeka-cagini-da-iskalarsak-bu-kez-bedeli-daha-agir-olur","status":"publish","type":"post","link":"https:\/\/www.merceknet.com\/tr\/2026\/09\/09\/yapay-zeka-cagini-da-iskalarsak-bu-kez-bedeli-daha-agir-olur\/","title":{"rendered":"Yapay zek\u00e2 \u00e7a\u011f\u0131n\u0131 da \u0131skalarsak bu kez bedeli daha a\u011f\u0131r olur"},"content":{"rendered":"

Bug\u00fcn 35 ya\u015f\u0131n \u00fczerindeki ku\u015faklarla \u00e7ocuklar\u0131m\u0131z, \u00f6zellikle de Alfa ku\u015fa\u011f\u0131 aras\u0131nda giderek belirginle\u015fen anla\u015fmazl\u0131\u011f\u0131 yaln\u0131zca \u201cnesil \u00e7at\u0131\u015fmas\u0131\u201d diye a\u00e7\u0131klamak bana art\u0131k eksik geliyor.<\/p>\n

\u00c7\u00fcnk\u00fc burada sadece ya\u015f fark\u0131 yok.<\/p>\n

Burada iki ayr\u0131 d\u00fcnyan\u0131n insanlar\u0131 var.<\/p>\n

Biz fiziksel d\u00fcnyan\u0131n \u00e7ocuklar\u0131yd\u0131k. Mahalle, sokak, okul, y\u00fcz y\u00fcze arkada\u015fl\u0131k, beklemek, ara\u015ft\u0131rmak, merak etmek ve bir bilgiye zahmetle ula\u015fmak bizim hayat\u0131m\u0131z\u0131n do\u011fal par\u00e7alar\u0131yd\u0131.<\/p>\n

Bug\u00fcn\u00fcn \u00e7ocuklar\u0131 ise ba\u015fka bir ger\u00e7ekli\u011fin i\u00e7ine do\u011fdu.<\/p>\n

Onlar bilgi k\u0131tl\u0131\u011f\u0131 ya\u015fam\u0131yor; bilgi bollu\u011fu ya\u015f\u0131yor. Hatta \u00e7o\u011fu zaman bilgi fazlal\u0131\u011f\u0131n\u0131n alt\u0131nda kal\u0131yor. \u00d6nlerinde yaln\u0131zca internet yok; algoritmalar, k\u0131sa videolar, yapay zek\u00e2, sentetik g\u00f6r\u00fcnt\u00fcler, sahte sesler, otomatik metinler ve s\u00fcrekli akan bir dijital d\u00fcnya var.<\/p>\n

Biz teknolojiyi hayat\u0131m\u0131za sonradan ald\u0131k.<\/p>\n

Onlar teknolojiyi hayat\u0131n kendisi olarak g\u00f6r\u00fcyor.<\/p>\n

Bu nedenle ayn\u0131 evde ya\u015fayan anne-baba ile \u00e7ocuk aras\u0131nda bile zaman zaman sadece ku\u015fak fark\u0131 de\u011fil, adeta bir \u201c\u00e7a\u011f fark\u0131\u201d olu\u015fuyor.<\/p>\n

E\u011fitim sistemi bu d\u00f6n\u00fc\u015f\u00fcm\u00fc ger\u00e7ekten g\u00f6r\u00fcyor mu?<\/h2>\n

Buradaki en \u00f6nemli meselelerden biri e\u011fitim.<\/p>\n

Bug\u00fcnk\u00fc okullar \u00e7ocuklar\u0131n ya\u015fad\u0131\u011f\u0131 d\u00fcnyay\u0131 ger\u00e7ekten anlayabiliyor mu?<\/p>\n

\u00d6\u011fretmenler yaln\u0131zca teknolojiyi kullanan \u00e7ocuklarla de\u011fil, teknolojinin d\u00fc\u015f\u00fcnme bi\u00e7imini de\u011fi\u015ftirdi\u011fi bir nesille kar\u015f\u0131 kar\u015f\u0131ya olduklar\u0131n\u0131n fark\u0131nda m\u0131?<\/p>\n

Elbette \u201ctelefonu b\u0131rak\u201d, \u201ckitap oku\u201d, \u201ckalemle yaz\u201d, \u201cekrandan uzakla\u015f\u201d demek yanl\u0131\u015f de\u011fil.<\/p>\n

Kitap okumak de\u011ferlidir.<\/p>\n

El yaz\u0131s\u0131 \u00f6nemlidir.<\/p>\n

Dikkatini bir noktada tutabilmek, zihinsel disiplin geli\u015ftirmek son derece k\u0131ymetlidir.<\/p>\n

Ama bunlar tek ba\u015f\u0131na yeterli de\u011fildir.<\/p>\n

\u00c7\u00fcnk\u00fc \u00e7ocuk okuldan \u00e7\u0131kt\u0131\u011f\u0131 anda bamba\u015fka bir evrene giriyor.<\/p>\n

Yapay zek\u00e2 ile konu\u015fuyor, birka\u00e7 saniyede g\u00f6rsel \u00fcretiyor, video haz\u0131rl\u0131yor, bir konunun \u00f6zetini an\u0131nda \u00e7\u0131kar\u0131yor, d\u00fcnyan\u0131n herhangi bir yerindeki bilgiye ula\u015f\u0131yor.<\/p>\n

Sonra yeniden s\u0131n\u0131fa d\u00f6n\u00fcyor ve \u00e7o\u011fu zaman h\u00e2l\u00e2 bilginin ezberlenmesine dayal\u0131 bir sistemle kar\u015f\u0131la\u015f\u0131yor.<\/p>\n

As\u0131l problem burada ba\u015fl\u0131yor.<\/p>\n

E\u011fitimin art\u0131k yaln\u0131zca \u201cbilgi aktarmak\u201d \u00fczerinden tan\u0131mlanmas\u0131 m\u00fcmk\u00fcn de\u011fil.<\/p>\n

\u00c7\u00fcnk\u00fc bilgi zaten \u00e7ocu\u011fun cebinde.<\/p>\n

As\u0131l mesele \u015fu:<\/p>\n

\u00c7ocuk do\u011fru soruyu sorabiliyor mu?<\/strong><\/p>\n

Bilginin do\u011frulu\u011funu s\u0131nayabiliyor mu?<\/strong><\/p>\n

Kar\u015f\u0131la\u015ft\u0131rabiliyor mu?<\/strong><\/p>\n

\u015e\u00fcphe edebiliyor mu?<\/strong><\/p>\n

Ba\u011flam kurabiliyor mu?<\/strong><\/p>\n

Ve en \u00f6nemlisi, teknolojinin sundu\u011fu kolayl\u0131k i\u00e7inde kendi zihnini diri tutabiliyor mu?<\/p>\n

Yeni \u00e7a\u011f\u0131n e\u011fitimi burada \u015fekillenecek.<\/p>\n

Yapay zek\u00e2 okuryazarl\u0131\u011f\u0131 art\u0131k temel bir ihtiya\u00e7<\/h2>\n

Bence \u00f6n\u00fcm\u00fczdeki y\u0131llar\u0131n en \u00f6nemli kavramlar\u0131ndan biri \u201cyapay zek\u00e2 okuryazarl\u0131\u011f\u0131\u201d olacak.<\/p>\n

Bu kavram yaln\u0131zca yapay zek\u00e2 ara\u00e7lar\u0131n\u0131 kullanmay\u0131 bilmek anlam\u0131na gelmiyor.<\/p>\n

Tam tersine, mesele daha derin.<\/p>\n

Yapay zek\u00e2n\u0131n s\u0131n\u0131rlar\u0131n\u0131 bilmek, hata yapabilece\u011fini anlamak, manip\u00fclasyon \u00fcretebilece\u011fini g\u00f6rmek, verdi\u011fi cevab\u0131 sorgulamak, onu bir yard\u0131mc\u0131 olarak kullan\u0131rken zihinsel sorumlulu\u011fu ona teslim etmemek gerekiyor.<\/p>\n

\u00c7\u00fcnk\u00fc tehlike yapay zek\u00e2n\u0131n cevap vermesi de\u011fil.<\/p>\n

Tehlike, insan\u0131n art\u0131k d\u00fc\u015f\u00fcnmeye ihtiya\u00e7 duymad\u0131\u011f\u0131n\u0131 sanmas\u0131d\u0131r.<\/p>\n

Bu noktada anne ve babalara \u00e7ok b\u00fcy\u00fck g\u00f6rev d\u00fc\u015f\u00fcyor.<\/p>\n

\u00c7ocuklar\u0131n\u0131n d\u00fcnyas\u0131n\u0131 anlamadan onlar\u0131 korumalar\u0131 m\u00fcmk\u00fcn de\u011fil.<\/p>\n

\u00d6nce kendileri yapay zek\u00e2y\u0131 \u00f6\u011frenmek zorundalar.<\/p>\n

Nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131, ne yapt\u0131\u011f\u0131n\u0131, neyi yapamad\u0131\u011f\u0131n\u0131, nas\u0131l y\u00f6nlendirdi\u011fini, nas\u0131l verimli kullan\u0131labilece\u011fini bilmek zorundalar.<\/p>\n

\u00c7\u00fcnk\u00fc gelecekte \u00e7ocuklar\u0131m\u0131za yaln\u0131zca meslek kazand\u0131rmak yetmeyecek.<\/p>\n

Onlara nas\u0131l ak\u0131ll\u0131 kalacaklar\u0131n\u0131, nas\u0131l sorgulayacaklar\u0131n\u0131, nas\u0131l feraset sahibi olacaklar\u0131n\u0131, nas\u0131l vicdanl\u0131 ve merhametli kalacaklar\u0131n\u0131 da \u00f6\u011fretmek gerekecek.<\/p>\n

Yapay zek\u00e2 \u00e7a\u011f\u0131nda insan\u0131n en b\u00fcy\u00fck avantaj\u0131 belki de art\u0131k yaln\u0131zca bilgi olmayacak.<\/p>\n

Muhakeme olacak.<\/p>\n

Ahlak olacak.<\/p>\n

Vicdan olacak.<\/p>\n

Ba\u011flam kurma becerisi olacak.<\/p>\n

Ge\u00e7mi\u015f \u00e7a\u011flarda yapt\u0131\u011f\u0131m\u0131z hatay\u0131 tekrar m\u0131 edece\u011fiz?<\/h2>\n

Asl\u0131nda bu, toplum olarak ilk s\u0131nav\u0131m\u0131z de\u011fil.<\/p>\n

Medya \u00e7a\u011f\u0131n\u0131 ya\u015fad\u0131k.<\/p>\n

Televizyon \u00e7a\u011f\u0131n\u0131 ya\u015fad\u0131k.<\/p>\n

\u0130nternet \u00e7a\u011f\u0131n\u0131 ya\u015fad\u0131k.<\/p>\n

Sosyal medya \u00e7a\u011f\u0131n\u0131 ya\u015fad\u0131k.<\/p>\n

Ve kabul etmek gerekir ki bu d\u00f6n\u00fc\u015f\u00fcmlerin \u00f6nemli bir k\u0131sm\u0131n\u0131 ge\u00e7 anlad\u0131k.<\/p>\n

Televizyonun aile yap\u0131s\u0131n\u0131 nas\u0131l de\u011fi\u015ftirdi\u011fini sonradan fark ettik.<\/p>\n

Sosyal medyan\u0131n yaln\u0131zca bir ileti\u015fim arac\u0131 olmad\u0131\u011f\u0131n\u0131, ayn\u0131 zamanda davran\u0131\u015flar\u0131m\u0131z\u0131, ili\u015fkilerimizi, siyaseti, haberi, mahremiyeti ve hatta benlik alg\u0131m\u0131z\u0131 de\u011fi\u015ftirdi\u011fini \u00e7ok ge\u00e7 g\u00f6rd\u00fck.<\/p>\n

Sonu\u00e7ta yaln\u0131zca \u00e7ocuklar\u0131m\u0131z de\u011fil, yeti\u015fkinler de savruldu.<\/p>\n

\u015eimdi ise yapay zek\u00e2 \u00e7a\u011f\u0131 ba\u015flad\u0131.<\/p>\n

\u00dcstelik \u00f6nceki d\u00f6n\u00fc\u015f\u00fcmlerden \u00e7ok daha h\u0131zl\u0131 ilerliyor.<\/p>\n

Grafik tasar\u0131m de\u011fi\u015fiyor.<\/p>\n

Video \u00fcretimi de\u011fi\u015fiyor.<\/p>\n

M\u00fczik de\u011fi\u015fiyor.<\/p>\n

Yaz\u0131l\u0131m de\u011fi\u015fiyor.<\/p>\n

Gazetecilik de\u011fi\u015fiyor.<\/p>\n

Reklamc\u0131l\u0131k de\u011fi\u015fiyor.<\/p>\n

E\u011fitim de\u011fi\u015fiyor.<\/p>\n

Bir ki\u015finin birka\u00e7 y\u0131l \u00f6nce ancak bir ekip yard\u0131m\u0131yla yapabildi\u011fi bir\u00e7ok i\u015fi bug\u00fcn do\u011fru yapay zek\u00e2 ara\u00e7lar\u0131yla tek ba\u015f\u0131na yapmas\u0131 m\u00fcmk\u00fcn hale geliyor.<\/p>\n

Bu yaln\u0131zca teknolojik bir kolayl\u0131k de\u011fildir.<\/p>\n

Bu, \u00fcretim bi\u00e7iminin de\u011fi\u015fmesidir.<\/strong><\/p>\n

\u00dcretim bi\u00e7imi de\u011fi\u015fti\u011finde ekonomi de de\u011fi\u015fir, meslekler de de\u011fi\u015fir, siyaset de de\u011fi\u015fir, k\u00fclt\u00fcr de de\u011fi\u015fir.<\/p>\n

Bu nedenle yapay zek\u00e2y\u0131 yaln\u0131zca teknoloji \u015firketlerinin meselesi gibi g\u00f6rmek ciddi bir hata olur.<\/p>\n

Bu art\u0131k do\u011frudan bir toplum meselesidir.<\/p>\n

Ne yaz\u0131k ki sivil toplum kurulu\u015flar\u0131n\u0131n \u00f6nemli bir b\u00f6l\u00fcm\u00fcn\u00fcn bu konuya h\u00e2l\u00e2 yeterince e\u011filmedi\u011fini g\u00f6r\u00fcyoruz.<\/p>\n

Akademi \u00e7o\u011fu zaman kendi s\u0131n\u0131rlar\u0131n\u0131n d\u0131\u015f\u0131na \u00e7\u0131kam\u0131yor.<\/p>\n

Toplum ise ya yapay zek\u00e2y\u0131 bir mucize gibi g\u00f6r\u00fcyor ya da b\u00fct\u00fcn\u00fcyle bir tehdit gibi alg\u0131l\u0131yor.<\/p>\n

Oysa iki yakla\u015f\u0131m da eksik.<\/p>\n

Yap\u0131lmas\u0131 gereken ne teslim olmak ne ka\u00e7mak.<\/p>\n

Anlamak, \u00f6\u011frenmek, sorgulamak ve y\u00f6netmek.<\/strong><\/p>\n

\u00d6n\u00fcm\u00fczdeki d\u00f6nemde toplumlar aras\u0131ndaki as\u0131l fark belki teknolojiye sahip olup olmamak \u00fczerinden kurulmayacak.<\/p>\n

As\u0131l ayr\u0131m, teknolojiyi y\u00f6netenlerle teknolojinin y\u00f6netti\u011fi toplumlar aras\u0131nda olu\u015facak.<\/p>\n

Biz yapay zek\u00e2n\u0131n mucidi olmayabiliriz.<\/p>\n

Ama onu do\u011fru kullanan, kendi ihtiya\u00e7lar\u0131na g\u00f6re y\u00f6neten ve ondan de\u011fer \u00fcreten bir toplum olabiliriz.<\/p>\n

Bunun i\u00e7in \u00f6nce \u00e7a\u011f\u0131 do\u011fru okumam\u0131z gerekiyor.<\/p>\n

Medya \u00e7a\u011f\u0131n\u0131 ge\u00e7 anlad\u0131k.<\/p>\n

Televizyon \u00e7a\u011f\u0131n\u0131 iyi y\u00f6netemedik.<\/p>\n

Sosyal medya \u00e7a\u011f\u0131nda a\u011f\u0131r bedeller \u00f6dedik.<\/p>\n

\u015eimdi \u00f6n\u00fcm\u00fczde yeni bir e\u015fik var.<\/p>\n

Bu \u00e7a\u011f\u0131 da \u0131skalarsak, birka\u00e7 y\u0131l sonra yine \u201cNe oldu\u011funu anlayamad\u0131k\u201d deme ihtimalimiz \u00e7ok y\u00fcksek.<\/p>\n

Ama bu kez d\u00f6n\u00fc\u015f\u00fcm \u00e7ok daha h\u0131zl\u0131 olacak.<\/p>\n

Ve belki de bedeli daha a\u011f\u0131r olacak.<\/p>\n

\u00c7\u00fcnk\u00fc \u00e7a\u011f\u0131n d\u0131\u015f\u0131nda kalman\u0131n bedeli art\u0131k yaln\u0131zca geri kalmak de\u011fil.<\/p>\n

Ba\u015fkalar\u0131n\u0131n kurdu\u011fu d\u00fczenin i\u00e7inde ya\u015famaya raz\u0131 olmakt\u0131r.<\/strong><\/p>\n

As\u0131l soru da burada ba\u015fl\u0131yor:<\/p>\n

Biz \u00e7ocuklar\u0131m\u0131z\u0131 bu d\u00fczenin t\u00fcketicileri olarak m\u0131 yeti\u015ftirece\u011fiz, yoksa onu anlayan, sorgulayan ve y\u00f6neten bir nesil mi yeti\u015ftirece\u011fiz?<\/p>\n","protected":false},"excerpt":{"rendered":"

Bug\u00fcn 35 ya\u015f\u0131n \u00fczerindeki ku\u015faklarla \u00e7ocuklar\u0131m\u0131z, \u00f6zellikle de Alfa ku\u015fa\u011f\u0131 aras\u0131nda giderek belirginle\u015fen anla\u015fmazl\u0131\u011f\u0131 yaln\u0131zca \u201cnesil \u00e7at\u0131\u015fmas\u0131\u201d diye a\u00e7\u0131klamak bana art\u0131k eksik geliyor. \u00c7\u00fcnk\u00fc burada sadece ya\u015f fark\u0131 yok. Burada iki ayr\u0131 d\u00fcnyan\u0131n insanlar\u0131 var. Biz fiziksel d\u00fcnyan\u0131n \u00e7ocuklar\u0131yd\u0131k. Mahalle, sokak, okul, y\u00fcz y\u00fcze arkada\u015fl\u0131k, beklemek, ara\u015ft\u0131rmak, merak etmek ve bir bilgiye zahmetle ula\u015fmak bizim […]<\/p>\n","protected":false},"author":16,"featured_media":23035,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[22],"tags":[87,15544],"class_list":["post-49147","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kose-yazilari","tag-koseyazisi","tag-mertarasdemirci"],"yoast_head":"\nYapay zek\u00e2 \u00e7a\u011f\u0131n\u0131 da \u0131skalarsak bu kez bedeli daha a\u011f\u0131r olur - Merceknet Haber<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.merceknet.com\/tr\/2026\/09\/09\/yapay-zeka-cagini-da-iskalarsak-bu-kez-bedeli-daha-agir-olur\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay zek\u00e2 \u00e7a\u011f\u0131n\u0131 da \u0131skalarsak bu kez bedeli daha a\u011f\u0131r olur - Merceknet Haber\" \/>\n<meta property=\"og:description\" content=\"Bug\u00fcn 35 ya\u015f\u0131n \u00fczerindeki ku\u015faklarla \u00e7ocuklar\u0131m\u0131z, \u00f6zellikle de Alfa ku\u015fa\u011f\u0131 aras\u0131nda giderek belirginle\u015fen anla\u015fmazl\u0131\u011f\u0131 yaln\u0131zca \u201cnesil \u00e7at\u0131\u015fmas\u0131\u201d diye a\u00e7\u0131klamak bana art\u0131k eksik geliyor. \u00c7\u00fcnk\u00fc burada sadece ya\u015f fark\u0131 yok. Burada iki ayr\u0131 d\u00fcnyan\u0131n insanlar\u0131 var. Biz fiziksel d\u00fcnyan\u0131n \u00e7ocuklar\u0131yd\u0131k. 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