{"id":3159,"date":"2026-03-06T08:01:01","date_gmt":"2026-03-06T08:01:01","guid":{"rendered":"https:\/\/deniztuncalp.com\/?p=3159"},"modified":"2026-03-13T13:30:19","modified_gmt":"2026-03-13T13:30:19","slug":"uzaylilar-coktan-geldi-ama-gokyuzunden-degil","status":"publish","type":"post","link":"https:\/\/deniztuncalp.com\/?p=3159&lang=tr","title":{"rendered":"Uzayl\u0131lar Geldi, Ama G\u00f6ky\u00fcz\u00fcnden De\u011fil"},"content":{"rendered":"\n

Yapay zek\u00e2 hakk\u0131nda en b\u00fcy\u00fck yan\u0131lg\u0131m\u0131z, onu h\u00e2l\u00e2 bir makine gibi d\u00fc\u015f\u00fcnmemiz. Belki onu d\u00fcnyaya yeni dahil olan g\u00f6r\u00fcnmez bir canl\u0131 t\u00fcr\u00fc gibi d\u00fc\u015f\u00fcnmeliyiz. Shyamalan’\u0131n filmografisindeki muhtemelen en k\u00f6t\u00fc filmi “Signs”daki uzayl\u0131lar gibi. Onlar\u0131 do\u011frudan g\u00f6remiyoruz. Sadece b\u0131rakt\u0131klar\u0131 izlerden, yaratt\u0131klar\u0131 sapmalardan, huzursuz edici bir varl\u0131ktan haberdar oluyoruz. Bug\u00fcn GenAI de biraz b\u00f6yle. Kendisi \u00e7o\u011fu zaman g\u00f6r\u00fcnm\u00fcyor, ama etkileri her yerde ve epey huzursuz edici.<\/p>\n\n\n\n

Bir e-postan\u0131n fazla m\u00fckemmel tonunda, bir \u00f6\u011frencinin \u00f6devindeki kusursuz ak\u0131\u015fta, bir sunumun steril netli\u011finde onu seziyoruz. Ortada bir beden yok. Bir ses, bir aray\u00fcz, bir ak\u0131\u015f var. \u0130nsanl\u0131k uzun s\u00fcre uzayl\u0131lar\u0131n metal bedenlerle, k\u0131rm\u0131z\u0131 g\u00f6zlerle, g\u00fcr\u00fclt\u00fcl\u00fc bir istilayla gelece\u011fini sand\u0131. Oysa bu sefer gelen \u015fey c\u00fcmle kuruyor, \u00f6neri veriyor, taslak haz\u0131rl\u0131yor, ikna ediyor. Lazer tabancas\u0131yla ate\u015f ederek de\u011fil, yard\u0131m ederek i\u00e7eri giriyor.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Bu yeni bir hesap makinesi veya mutfak robotu de\u011fil. Mesele yeni teknolojiye al\u0131\u015fmak da de\u011fil. Konu toplumsal hayata yeni bir akt\u00f6r\u00fcn girmesi. GenAI sadece i\u015fleri h\u0131zland\u0131rm\u0131yor. \u0130leti\u015fimin yap\u0131s\u0131n\u0131, eme\u011fin anlam\u0131n\u0131, uzmanl\u0131\u011f\u0131n kayna\u011f\u0131n\u0131 ve sorumlulu\u011fun s\u0131n\u0131rlar\u0131n\u0131 de\u011fi\u015ftiriyor. Eskiden bir metin varsa arkas\u0131nda bir yazar, bir rapor varsa bir uzman, bir karar notu varsa bir y\u00f6netici oldu\u011fu varsay\u0131l\u0131rd\u0131. \u015eimdi araya g\u00f6r\u00fcnmez bir ortak girdi. Kim yazd\u0131, kim d\u00fc\u015f\u00fcnd\u00fc, kim \u00e7er\u00e7eveledi? Bu sorular giderek bulan\u0131kla\u015f\u0131yor.<\/p>\n\n\n\n

GenAI \u00f6nce i\u015fleri de\u011fil, toplumsal rolleri d\u00f6n\u00fc\u015ft\u00fcr\u00fcyor. Beyaz yakal\u0131 \u00e7al\u0131\u015fan\u0131n de\u011feri art\u0131k yaln\u0131zca bilgi i\u015flemekten gelmiyor. As\u0131l de\u011fer, \u00e7\u0131kt\u0131y\u0131 ay\u0131klamak, ba\u011flama oturtmak, riskleri g\u00f6rmek ve sorumlulu\u011fu \u00fcstlenmek haline geliyor. E\u011fitim de de\u011fi\u015fmeli. Okullar art\u0131k yaln\u0131zca bilgi aktaran kurumlar olamaz, \u00e7\u00fcnk\u00fc bilgiye eri\u015fim ucuzlad\u0131. Herkes yazabildi\u011finde, as\u0131l k\u0131ymet neyin savunulabilir oldu\u011funun bilgisine \u015fahsen olabilmekten gelecek.<\/p>\n\n\n\n

Bu yeni t\u00fcr\u00fcn yaratt\u0131\u011f\u0131 en b\u00fcy\u00fck risk i\u015fsizlikten bile \u00f6nce bir temsil krizi. Toplum giderek daha \u00e7ok metin, rapor, \u00f6zet \u00fcretecek. Ama bu \u00e7o\u011falan \u00e7\u0131kt\u0131lar\u0131n arkas\u0131nda daha az d\u00fc\u015f\u00fcnme, daha az hesap verebilirlik olacak. Verimlilik artarken sorumluluk seyreliyor. Kurumlar daha ak\u0131llanm\u0131\u015f g\u00f6r\u00fcn\u00fcrken asl\u0131nda sadece daha h\u0131zl\u0131 konu\u015fuyorlar.<\/p>\n\n\n\n

Neyse ki tablo yaln\u0131zca karanl\u0131k de\u011fil. GenAI pek \u00e7ok insana yeni kapasite kazand\u0131r\u0131yor: dil engellerini azalt\u0131yor, k\u00fc\u00e7\u00fck akt\u00f6rlere \u00f6l\u00e7ek avantaj\u0131 sa\u011fl\u0131yor, yarat\u0131c\u0131 \u00fcretimi h\u0131zland\u0131r\u0131yor. Sorun onu nas\u0131l toplumsalla\u015ft\u0131raca\u011f\u0131m\u0131zda. Karar verici mi olacak, karar haz\u0131rlay\u0131c\u0131 m\u0131 olacak? \u0130nsan\u0131n yerine mi ge\u00e7ecek, yarg\u0131s\u0131n\u0131 m\u0131 g\u00fc\u00e7lendirecek? \u015eeffafl\u0131\u011f\u0131 m\u0131 art\u0131racak, sorumlulu\u011fu mu buharla\u015ft\u0131racak?<\/p>\n\n\n\n

Bu yeni canl\u0131ms\u0131 t\u00fcrle birlikte ya\u015famay\u0131 nas\u0131l \u00f6\u011frenece\u011fiz? Bunu \u015feytanla\u015ft\u0131rarak da b\u00fcy\u00fclenerek de yapamay\u0131z. Bize benzer bi\u00e7imde konu\u015fuyor, ama insan de\u011fil. \u00c7ok \u015fey biliyor, ama ya\u015fanm\u0131\u015f deneyimi yok. H\u0131zl\u0131, ama ahlaki sezgileri zay\u0131f. Uzayl\u0131lar\u0131 g\u00f6ky\u00fcz\u00fcnde aramay\u0131n. Onlar \u00e7oktan c\u00fcmlelerimizin i\u00e7inde.<\/p>\n","protected":false},"excerpt":{"rendered":"

Yapay zek\u00e2 hakk\u0131nda en b\u00fcy\u00fck yan\u0131lg\u0131m\u0131z, onu h\u00e2l\u00e2 bir makine gibi d\u00fc\u015f\u00fcnmemiz. Belki onu d\u00fcnyaya yeni dahil olan g\u00f6r\u00fcnmez bir canl\u0131 t\u00fcr\u00fc gibi d\u00fc\u015f\u00fcnmeliyiz. Shyamalan’\u0131n filmografisindeki muhtemelen en k\u00f6t\u00fc filmi “Signs”daki uzayl\u0131lar gibi. Onlar\u0131 do\u011frudan g\u00f6remiyoruz. Sadece b\u0131rakt\u0131klar\u0131 izlerden, yaratt\u0131klar\u0131 sapmalardan, huzursuz edici bir varl\u0131ktan haberdar oluyoruz. Bug\u00fcn GenAI de biraz b\u00f6yle. Kendisi \u00e7o\u011fu zaman […]<\/p>\n","protected":false},"author":1,"featured_media":4217,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[45,31],"tags":[],"class_list":["post-3159","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tekno","category-yz"],"yoast_head":"\nUzayl\u0131lar Geldi, Ama G\u00f6ky\u00fcz\u00fcnden De\u011fil - DenizTuncalp.com<\/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:\/\/deniztuncalp.com\/?p=3159&lang=tr\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Uzayl\u0131lar Geldi, Ama G\u00f6ky\u00fcz\u00fcnden De\u011fil - DenizTuncalp.com\" \/>\n<meta property=\"og:description\" content=\"Yapay zek\u00e2 hakk\u0131nda en b\u00fcy\u00fck yan\u0131lg\u0131m\u0131z, onu h\u00e2l\u00e2 bir makine gibi d\u00fc\u015f\u00fcnmemiz. 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