{"id":4983,"date":"2026-10-17T06:45:24","date_gmt":"2026-10-17T06:45:24","guid":{"rendered":"https:\/\/academicsolidarity.com\/?p=4983"},"modified":"2026-10-17T06:47:31","modified_gmt":"2026-10-17T06:47:31","slug":"yapay-zeka-insani-aptallastiriyor-mu","status":"publish","type":"post","link":"https:\/\/www.academicsolidarity.com\/?p=4983&lang=tr","title":{"rendered":"Yapay Zek\u00e2 \u0130nsan\u0131 Aptalla\u015ft\u0131r\u0131yor mu?"},"content":{"rendered":"\n
\"\"<\/figure>\n\n\n\n

Hard times create strong men.<\/em><\/p>\n\n\n\n

Strong men create good times.<\/em><\/p>\n\n\n\n

Good times create weak men.<\/em><\/p>\n\n\n\n

And weak men create hard times. (Michael Hopf)<\/em><\/p>\n\n\n\n

Michael Hopf\u2019un analojisi \u015f\u00f6yle: Zor zamanlar g\u00fc\u00e7l\u00fc insanlar yeti\u015ftirir; g\u00fc\u00e7l\u00fc insanlar iyi zamanlar yarat\u0131r; iyi zamanlar zay\u0131f insanlar yeti\u015ftirir; zay\u0131f insanlar da zor zamanlara yol a\u00e7ar. Buradan hareketle \u015funu sorabiliriz: Acaba yapay zek\u00e2 \u00e7a\u011f\u0131 insanlar\u0131n zay\u0131flamas\u0131na m\u0131 yol a\u00e7\u0131yor?<\/p>\n\n\n\n

\u0130nsanl\u0131k, tarih boyunca hayat\u0131 kolayla\u015ft\u0131rmak i\u00e7in teknoloji geli\u015ftirdi. A\u011f\u0131r i\u015fleri makinelere devrettik, ula\u015f\u0131m\u0131 h\u0131zland\u0131rd\u0131k, hesaplamalar\u0131 bilgisayarlara yapt\u0131rd\u0131k. Bug\u00fcn ise yapay zek\u00e2 (YZ) sayesinde zihinsel faaliyetlerimizin \u00f6nemli bir b\u00f6l\u00fcm\u00fcn\u00fc teknolojiye devrediyoruz.<\/p>\n\n\n\n

Eskiden saatlerce ara\u015ft\u0131rarak haz\u0131rlad\u0131\u011f\u0131m\u0131z raporlar\u0131 dakikalar i\u00e7inde yazd\u0131rabiliyoruz. \u00d6\u011frenciler, akademisyenler ve bir\u00e7ok meslek mensubu yapay zek\u00e2dan yararlan\u0131yor. \u00dcstelik bu art\u0131k yaln\u0131zca bir tercih de\u011fil, rekabet ko\u015fullar\u0131n\u0131n dayatt\u0131\u011f\u0131 bir zorunluluk h\u00e2line geliyor.<\/p>\n\n\n\n

Ancak bu geli\u015fme \u00f6nemli bir soruyu g\u00fcndeme getiriyor: \u0130nsanl\u0131k, d\u00fc\u015f\u00fcnme i\u015fini makinelere devrederken kendi d\u00fc\u015f\u00fcnme kapasitesini kaybediyor olabilir mi?<\/p>\n\n\n\n

\u0130nsan bedeni ve zihni kar\u015f\u0131la\u015ft\u0131\u011f\u0131 zorluklara uyum sa\u011flayarak geli\u015fir. Kaslar\u0131m\u0131z\u0131 kullanmad\u0131\u011f\u0131m\u0131zda zay\u0131flar\u0131z. Benzer \u015fekilde, haf\u0131zam\u0131z\u0131 kullanmak, problem \u00e7\u00f6zmek ve yo\u011funla\u015farak d\u00fc\u015f\u00fcnmek de bili\u015fsel becerilerimizin geli\u015fmesine katk\u0131da bulunur.<\/p>\n\n\n\n

Eskiden telefon numaralar\u0131n\u0131 ezberler, yolumuzu bulmak i\u00e7in haritalar\u0131 inceler, bilgi edinmek i\u00e7in farkl\u0131 kaynaklar\u0131 kar\u015f\u0131la\u015ft\u0131r\u0131rd\u0131k. Bug\u00fcn bunlar\u0131n \u00e7o\u011funu teknolojik ara\u00e7lar ger\u00e7ekle\u015ftiriyor.<\/p>\n\n\n\n

Elbette gereksiz bilgileri ezberlemek zorunda de\u011filiz. Ancak bir beceriyi kullanmaya ihtiya\u00e7 duymamak ve gerekti\u011finde kullanamaz h\u00e2le gelmek farkl\u0131 \u015feyler.<\/p>\n\n\n\n

Yakla\u015f\u0131k 1.000 lise \u00f6\u011frencisiyle ger\u00e7ekle\u015ftirilen bir deneyde, ChatGPT benzeri bir deste\u011fin \u00f6\u011frencilerin matematik problemlerini \u00e7\u00f6zme performans\u0131n\u0131 %48 art\u0131rd\u0131\u011f\u0131, ancak YZ deste\u011fi kald\u0131r\u0131ld\u0131\u011f\u0131nda \u00f6\u011frencilerin ba\u011f\u0131ms\u0131z s\u0131nav performanslar\u0131n\u0131n hi\u00e7 YZ kullanmayan gruba g\u00f6re %17 daha d\u00fc\u015ft\u00fc\u011f\u00fc bulundu. Buna kar\u015f\u0131l\u0131k do\u011frudan cevap vermek yerine \u00f6\u011frenciyi y\u00f6nlendiren \u00f6zel YZ \u00f6\u011fretmeninin, uygulama s\u0131ras\u0131ndaki ba\u015far\u0131y\u0131 %127 art\u0131r\u0131rken ba\u011f\u0131ms\u0131z s\u0131navda ayn\u0131 olumsuz etkiye yol a\u00e7mad\u0131\u011f\u0131 saptand\u0131 (https:\/\/doi.org\/10.1073\/pnas.2422633122<\/a>).<\/p>\n\n\n\n

Bir ba\u015fka deneyde, 120 \u00fcniversite \u00f6\u011frencisi iki gruba ayr\u0131ld\u0131. \u00d6\u011frenmeden 45 g\u00fcn sonra yap\u0131lan habersiz s\u0131navda ChatGPT kullananlar %58, geleneksel y\u00f6ntemlerle \u00e7al\u0131\u015fanlar ise %69 ba\u015far\u0131 g\u00f6sterdi (https:\/\/doi.org\/10.1016\/j.ssaho.2025.102287<\/a>).<\/p>\n\n\n\n

Bu ara\u015ft\u0131rmalar YZ’nin insan zek\u00e2s\u0131n\u0131 genel olarak geriletti\u011fini kan\u0131tlam\u0131yor. Ancak \u00f6nemli bir tehlikeye i\u015faret ediyor: Bir problemi yapay zek\u00e2 yard\u0131m\u0131yla \u00e7\u00f6zebilmek, o problemi ba\u011f\u0131ms\u0131z olarak \u00e7\u00f6zmeyi \u00f6\u011frenmek anlam\u0131na gelmiyor.<\/p>\n\n\n\n

OECD’nin PISA 2022 ara\u015ft\u0131rmas\u0131nda da dijital ara\u00e7lar\u0131 okulda e\u011fitim amac\u0131yla g\u00fcnde bir saate kadar kullanan \u00f6\u011frenciler, hi\u00e7 kullanmayanlardan ortalama 24 puan daha y\u00fcksek matematik ba\u015far\u0131s\u0131 g\u00f6sterdi. Buna kar\u015f\u0131l\u0131k \u00f6\u011frencilerin yakla\u015f\u0131k %30’u matematik derslerinde dijital ara\u00e7lar nedeniyle dikkatlerinin da\u011f\u0131ld\u0131\u011f\u0131n\u0131 bildirdi (https:\/\/www.oecd.org\/en\/publications\/pisa-2022-results-volume-ii_a97db61c-en.html<\/a>).<\/p>\n\n\n\n

Bu ara\u015ft\u0131rmalar teknolojinin \u00f6l\u00e7\u00fcl\u00fc ve amaca uygun kullan\u0131lmas\u0131n\u0131n \u00f6nemini g\u00f6steriyor.<\/p>\n\n\n\n

Yaz\u0131n\u0131n haf\u0131zay\u0131, hesap makinelerinin ise matematik becerilerini zay\u0131flataca\u011f\u0131 y\u00f6n\u00fcnde ge\u00e7mi\u015fte de kayg\u0131lar dile getirildi. Ancak \u015fu bir ger\u00e7ek ki yeni teknolojiler, yeni d\u00fc\u015f\u00fcnme ve \u00fcretim bi\u00e7imlerini m\u00fcmk\u00fcn k\u0131lmaktad\u0131r.<\/p>\n\n\n\n

YZ \u00e7a\u011f\u0131nda bilgi ezberlemek yerine do\u011fru sorular sormak, kaynaklar\u0131 de\u011ferlendirmek ve karma\u015f\u0131k problemleri \u00e7\u00f6zmek daha \u00f6nemli h\u00e2le gelebilir.<\/p>\n\n\n\n

Fakat temel bilgi olmadan ele\u015ftirel d\u00fc\u015f\u00fcnmek de zordur. Bir konuyu yeterince bilmeyen ki\u015fi, yapay zek\u00e2n\u0131n yanl\u0131\u015f cevaplar\u0131n\u0131 nas\u0131l fark edecek?<\/p>\n\n\n\n

Gelece\u011fin insan\u0131 yaln\u0131zca bilgiye ula\u015fabilen de\u011fil, bilgiyi anlayan, sorgulayan ve ba\u011f\u0131ms\u0131z karar verebilen biri olmal\u0131d\u0131r.<\/p>\n\n\n\n

Michael Hopf’un me\u015fhur s\u00f6z\u00fc \u00e7arp\u0131c\u0131 bir metafor olmakla birlikte kan\u0131tlanm\u0131\u015f bir tarih yasas\u0131 de\u011fil. Sava\u015flar ve yoksulluk her zaman g\u00fc\u00e7l\u00fc insanlar yeti\u015ftirmez. Di\u011fer taraftan, refah ve g\u00fcvenlik, bilimsel ve k\u00fclt\u00fcrel ilerlemeyi m\u00fcmk\u00fcn k\u0131labilir.<\/p>\n\n\n\n

Dolay\u0131s\u0131yla sorun, iyi zamanlar\u0131n varl\u0131\u011f\u0131 de\u011fil; iyi zamanlarda insan\u0131 geli\u015ftirecek \u00e7abalar\u0131n ve sorumluluklar\u0131n nas\u0131l korunaca\u011f\u0131d\u0131r.<\/p>\n\n\n\n

Ge\u00e7mi\u015fte insanlar bir\u00e7ok zorlu\u011fa mecburen katlan\u0131yordu. G\u00fcn\u00fcm\u00fczde ise geli\u015fmemizi sa\u011flayacak baz\u0131 zorluklar\u0131 bilin\u00e7li olarak se\u00e7memiz gerekiyor.<\/p>\n\n\n\n

Fiziksel \u00e7al\u0131\u015fma ihtiyac\u0131m\u0131z azald\u0131k\u00e7a spor yap\u0131yoruz. Kaslar\u0131m\u0131z\u0131 geli\u015ftirmek i\u00e7in a\u011f\u0131rl\u0131k kald\u0131r\u0131yoruz, ko\u015fuyoruz, y\u00fcz\u00fcyoruz. Teknolojinin azaltt\u0131\u011f\u0131 bedensel \u00e7abay\u0131, sa\u011fl\u0131\u011f\u0131m\u0131z i\u00e7in kontroll\u00fc bir bi\u00e7imde hayat\u0131m\u0131za geri kazand\u0131r\u0131yoruz.<\/p>\n\n\n\n

Zihnimiz i\u00e7in de benzer bir yakla\u015f\u0131m geli\u015ftirebiliriz. Bir problemi YZ’ye sormadan \u00f6nce kendimiz \u00e7\u00f6zmeye \u00e7al\u0131\u015fabilir, bir makaleyi \u00f6zetletmeden \u00f6nce okuyabilir, bir metin yazd\u0131rmadan \u00f6nce d\u00fc\u015f\u00fcncelerimizi olu\u015fturabiliriz.<\/p>\n\n\n\n

Yapay zek\u00e2dan do\u011frudan cevap istemek yerine, \u201cBana \u00e7\u00f6z\u00fcm\u00fc s\u00f6ylemeden yol g\u00f6ster\u201d veya \u201cD\u00fc\u015f\u00fcncemin zay\u0131f noktalar\u0131n\u0131 g\u00f6ster\u201d diyebiliriz.<\/p>\n\n\n\n

B\u00f6ylece YZ, d\u00fc\u015f\u00fcnmenin yerine ge\u00e7en de\u011fil, d\u00fc\u015f\u00fcnmeyi derinle\u015ftiren bir araca d\u00f6n\u00fc\u015febilir.<\/p>\n\n\n\n

YZ \u00e7a\u011f\u0131nda kusursuz bir \u00f6dev haz\u0131rlamak, konunun ger\u00e7ekten \u00f6\u011frenildi\u011fini g\u00f6stermiyor. E\u011fitim kurumlar\u0131 yaln\u0131zca ortaya \u00e7\u0131kan \u00fcr\u00fcn\u00fc de\u011fil, \u00f6\u011frenme s\u00fcrecini de de\u011ferlendirmelidir.<\/p>\n\n\n\n

Bu s\u00fcre\u00e7te s\u00f6zl\u00fc s\u0131navlar, tart\u0131\u015fmalar, ba\u011f\u0131ms\u0131z problem \u00e7\u00f6zme ve \u00f6\u011frencinin d\u00fc\u015f\u00fcnce s\u00fcrecini a\u00e7\u0131klamas\u0131 yeniden \u00f6nem kazan\u0131yor.<\/p>\n\n\n\n

Yapay zek\u00e2 sayesinde be\u015f saatte yapt\u0131\u011f\u0131m\u0131z i\u015fi bir saatte tamaml\u0131yorsak, kazand\u0131\u011f\u0131m\u0131z zaman\u0131 yaln\u0131zca daha fazla \u00e7al\u0131\u015fmak i\u00e7in mi kullanaca\u011f\u0131z? Yoksa \u00f6\u011frenmeye, ara\u015ft\u0131rmaya, sanata, spora ve topluma katk\u0131ya da ay\u0131rabilecek miyiz?<\/p>\n\n\n\n

Hopf’un s\u00f6z\u00fcn\u00fc etti\u011fi d\u00f6ng\u00fcy\u00fc k\u0131rmak m\u00fcmk\u00fcn. G\u00fc\u00e7l\u00fc insanlar\u0131n olu\u015fturdu\u011fu iyi \u015fartlar sayesinde daha g\u00fc\u00e7l\u00fc, bilgili ve sorumlu nesiller yeti\u015ftirebiliriz. Bunun yolu bilin\u00e7li e\u011fitim, g\u00f6n\u00fcll\u00fc \u00e7aba ve teknolojiyi insan geli\u015fiminin hizmetine sunmaktan ge\u00e7iyor. Mesele, makinelerin ne kadar ak\u0131ll\u0131 h\u00e2le geldi\u011fi de\u011fil, onlar\u0131n yard\u0131m\u0131yla insanlar\u0131n ne kadar geli\u015febildi\u011fidir. Teknolojiyi kullan\u0131rken ba\u011f\u0131ms\u0131z d\u00fc\u015f\u00fcnme becerisini korumay\u0131 da \u00f6\u011fretmeliyiz.<\/p>\n","protected":false},"excerpt":{"rendered":"

Hard times create strong men. Strong men create good times. Good times create weak men. And weak men create hard times. (Michael Hopf) Michael Hopf\u2019un …<\/p>\n","protected":false},"author":3,"featured_media":4980,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[114],"tags":[],"class_list":["post-4983","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-guncel"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.academicsolidarity.com\/wp-content\/uploads\/2026\/10\/20261017YZ.png?fit=1672%2C941&ssl=1","_links":{"self":[{"href":"https:\/\/www.academicsolidarity.com\/index.php?rest_route=\/wp\/v2\/posts\/4983","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.academicsolidarity.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.academicsolidarity.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.academicsolidarity.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.academicsolidarity.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4983"}],"version-history":[{"count":2,"href":"https:\/\/www.academicsolidarity.com\/index.php?rest_route=\/wp\/v2\/posts\/4983\/revisions"}],"predecessor-version":[{"id":4989,"href":"https:\/\/www.academicsolidarity.com\/index.php?rest_route=\/wp\/v2\/posts\/4983\/revisions\/4989"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.academicsolidarity.com\/index.php?rest_route=\/wp\/v2\/media\/4980"}],"wp:attachment":[{"href":"https:\/\/www.academicsolidarity.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4983"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.academicsolidarity.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4983"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.academicsolidarity.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4983"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}