{"id":38829,"date":"2026-05-12T07:47:32","date_gmt":"2026-05-12T04:47:32","guid":{"rendered":"https:\/\/kuzeyinsesi.org\/index.php\/2026\/05\/12\/yapay-zeka-bilmiyorum-demeyi-ogreniyor\/"},"modified":"2026-05-12T07:47:32","modified_gmt":"2026-05-12T04:47:32","slug":"yapay-zeka-bilmiyorum-demeyi-ogreniyor","status":"publish","type":"post","link":"https:\/\/kuzeyinsesi.org\/index.php\/2026\/05\/12\/yapay-zeka-bilmiyorum-demeyi-ogreniyor\/","title":{"rendered":"Yapay zeka "bilmiyorum" demeyi \u00f6\u011freniyor"},"content":{"rendered":"

<\/p>\n

\n


\n\tG\u00fcney Koreli bilim insanlar\u0131, yapay zekan\u0131n \u201cbilmedi\u011fini kabul etmesini\u201d sa\u011flayabilecek yeni bir e\u011fitim<\/a> y\u00f6ntemi geli\u015ftirdi. Ara\u015ft\u0131rmac\u0131lar, bu yakla\u015f\u0131m\u0131n yapay zekan\u0131n yanl\u0131\u015f bilgi \u00fcretme yani \u201chal\u00fcsinasyon\u201d sorununu azaltabilece\u011fini s\u00f6yl\u00fcyor.<\/p>\n


\n\t\u00c7al\u0131\u015fma, Kore \u0130leri Bilim ve Teknoloji Enstit\u00fcs\u00fc (KAIST) ara\u015ft\u0131rmac\u0131lar\u0131 taraf\u0131ndan y\u00fcr\u00fct\u00fcld\u00fc. Bulgular, akademik dergi Nature Machine Intelligence\u2019ta yay\u0131mland\u0131.<\/p>\n


\n\tYapay zekan\u0131n en b\u00fcy\u00fck sorunlar\u0131ndan biri<\/h2>\n


\n\tUzmanlara g\u00f6re yapay zekan\u0131n en b\u00fcy\u00fck problemlerinden biri \u201ca\u015f\u0131r\u0131 \u00f6zg\u00fcven.\u201d \u00d6zellikle sa\u011fl\u0131k gibi kritik alanlarda kullan\u0131lan sistemler, emin olmad\u0131klar\u0131 konularda bile kesin cevaplar verebiliyor.<\/p>\n


\n\tOpenAI\u2019\u0131n geli\u015ftirdi\u011fi ChatGPT<\/a> gibi modellerin, bazen do\u011fru olmayan bilgileri ger\u00e7ekmi\u015f gibi sunabildi\u011fi daha \u00f6nce yap\u0131lan ara\u015ft\u0131rmalarda ortaya konmu\u015ftu.<\/p>\n


\n\tBu durum teknoloji d\u00fcnyas\u0131nda \u201chal\u00fcsinasyon\u201d olarak adland\u0131r\u0131l\u0131yor.<\/p>\n


\n\t\u0130nsan beyninden ilham ald\u0131lar<\/h2>\n


\n\tAra\u015ft\u0131rmac\u0131lar, sorunu \u00e7\u00f6zmek i\u00e7in insan beyninin \u00e7al\u0131\u015fma bi\u00e7iminden ilham ald\u0131.<\/p>\n


\n\tBilim insanlar\u0131na g\u00f6re insan beyni, do\u011fumdan \u00f6nce bile d\u0131\u015f uyaran olmadan sinyaller \u00fcretebiliyor. Ara\u015ft\u0131rma<\/a> ekibi de benzer bir yakla\u015f\u0131m\u0131 yapay zekaya uygulad\u0131.<\/p>\n


\n\tYeni y\u00f6ntemde yapay zeka<\/a> modeli, ger\u00e7ek verilerle e\u011fitilmeden \u00f6nce rastgele \u201cg\u00fcr\u00fclt\u00fc\u201d verileriyle k\u0131sa bir \u00f6n e\u011fitim s\u00fcrecinden ge\u00e7iriliyor.<\/p>\n


\n\tBu s\u00fcre\u00e7 sayesinde model, daha \u00f6\u011frenmeye ba\u015flamadan \u00f6nce kendi belirsizli\u011fini tan\u0131may\u0131 \u00f6\u011freniyor.<\/p>\n


\n\t\u201cHen\u00fcz hi\u00e7bir \u015fey bilmiyorum\u201d a\u015famas\u0131<\/h2>\n


\n\tAra\u015ft\u0131rmac\u0131lar, y\u00f6ntemin yapay zekan\u0131n ba\u015flang\u0131\u00e7taki a\u015f\u0131r\u0131 g\u00fcvenini azaltarak \u201cHen\u00fcz hi\u00e7bir \u015fey bilmiyorum\u201d durumunu \u00f6\u011frenmesini sa\u011flad\u0131\u011f\u0131n\u0131 belirtiyor.<\/p>\n


\n\tB\u00f6ylece sistemler, e\u011fitim s\u0131ras\u0131nda kar\u015f\u0131la\u015fmad\u0131klar\u0131 konularda yanl\u0131\u015f cevap vermek yerine daha d\u00fc\u015f\u00fck g\u00fcven d\u00fczeyiyle yan\u0131t \u00fcretmeye ba\u015fl\u0131yor.<\/p>\n


\n\tAra\u015ft\u0131rma ekibi, yeni y\u00f6ntemin yapay zekan\u0131n \u201cbildikleriyle bilmediklerini ay\u0131rt etme\u201d becerisini geli\u015ftirdi\u011fini ifade ediyor.<\/p>\n


\n\tKritik alanlarda kullan\u0131labilir<\/h2>\n


\n\tBilim insanlar\u0131, y\u00f6ntemin \u00f6zellikle otonom ara\u00e7lar, t\u0131bbi te\u015fhis sistemleri ve karar destek teknolojileri gibi hata pay\u0131n\u0131n d\u00fc\u015f\u00fck olmas\u0131 gereken alanlarda \u00f6nemli katk\u0131 sa\u011flayabilece\u011fini d\u00fc\u015f\u00fcn\u00fcyor.<\/p>\n


\n\t\u00c7al\u0131\u015fman\u0131n yazarlar\u0131ndan Se-Bum Paik, \u201cBu \u00e7al\u0131\u015fma, yapay zekan\u0131n kendi bilgi durumunu insanlara daha benzer \u015fekilde tan\u0131yabilece\u011fini g\u00f6steriyor\u201d dedi.<\/p>\n


\n\tAra\u015ft\u0131rmac\u0131lara g\u00f6re hedef yaln\u0131zca yapay zekan\u0131n daha fazla do\u011fru cevap vermesi de\u011fil, ayn\u0131 zamanda ne zaman emin olmad\u0131\u011f\u0131n\u0131 da anlayabilmesi.<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"

G\u00fcney Koreli bilim insanlar\u0131, yapay zekan\u0131n \u201cbilmedi\u011fini kabul etmesini\u201d sa\u011flayabilecek yeni bir e\u011fitim y\u00f6ntemi geli\u015ftirdi. Ara\u015ft\u0131rmac\u0131lar, bu yakla\u015f\u0131m\u0131n yapay zekan\u0131n yanl\u0131\u015f bilgi \u00fcretme yani \u201chal\u00fcsinasyon\u201d sorununu azaltabilece\u011fini s\u00f6yl\u00fcyor. \u00c7al\u0131\u015fma, Kore \u0130leri Bilim ve Teknoloji Enstit\u00fcs\u00fc (KAIST) ara\u015ft\u0131rmac\u0131lar\u0131 taraf\u0131ndan y\u00fcr\u00fct\u00fcld\u00fc. Bulgular, akademik dergi Nature Machine Intelligence\u2019ta yay\u0131mland\u0131. Yapay zekan\u0131n en b\u00fcy\u00fck sorunlar\u0131ndan biri […]<\/p>\n","protected":false},"author":1,"featured_media":37142,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jnews-multi-image_gallery":[],"jnews_single_post":[],"jnews_primary_category":[],"jnews_social_meta":[],"jnews_override_counter":[],"footnotes":""},"categories":[2],"tags":[],"class_list":["post-38829","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dunya"],"yoast_head":"\nYapay zeka "bilmiyorum" demeyi \u00f6\u011freniyor - Kuzeyin Sesi<\/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:\/\/kuzeyinsesi.org\/index.php\/2026\/05\/12\/yapay-zeka-bilmiyorum-demeyi-ogreniyor\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay zeka "bilmiyorum" demeyi \u00f6\u011freniyor - Kuzeyin Sesi\" \/>\n<meta property=\"og:description\" content=\" G\u00fcney Koreli bilim insanlar\u0131, yapay zekan\u0131n \u201cbilmedi\u011fini kabul etmesini\u201d sa\u011flayabilecek yeni bir e\u011fitim y\u00f6ntemi geli\u015ftirdi. 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Ara\u015ft\u0131rmac\u0131lar, bu yakla\u015f\u0131m\u0131n yapay zekan\u0131n yanl\u0131\u015f bilgi \u00fcretme yani \u201chal\u00fcsinasyon\u201d sorununu azaltabilece\u011fini s\u00f6yl\u00fcyor. \u00c7al\u0131\u015fma, Kore \u0130leri Bilim ve Teknoloji Enstit\u00fcs\u00fc (KAIST) ara\u015ft\u0131rmac\u0131lar\u0131 taraf\u0131ndan y\u00fcr\u00fct\u00fcld\u00fc. Bulgular, akademik dergi Nature Machine Intelligence\u2019ta yay\u0131mland\u0131. Yapay zekan\u0131n en b\u00fcy\u00fck sorunlar\u0131ndan biri […]","og_url":"https:\/\/kuzeyinsesi.org\/index.php\/2026\/05\/12\/yapay-zeka-bilmiyorum-demeyi-ogreniyor\/","og_site_name":"Kuzeyin Sesi","article_publisher":"https:\/\/www.facebook.com\/kuzeyinsesii","article_published_time":"2026-05-12T04:47:32+00:00","og_image":[{"url":"https:\/\/trthaberstatic.cdn.wp.trt.com.tr\/resimler\/2430000\/yapay-zeka-2431565.jpg","type":"","width":"","height":""}],"author":"Kuzeyin Sesi","twitter_card":"summary_large_image","twitter_creator":"@kuzeyinsesii","twitter_site":"@kuzeyinsesii","twitter_misc":{"Yazan:":"Kuzeyin Sesi","Tahmini okuma s\u00fcresi":"2 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/kuzeyinsesi.org\/index.php\/2026\/05\/12\/yapay-zeka-bilmiyorum-demeyi-ogreniyor\/#article","isPartOf":{"@id":"https:\/\/kuzeyinsesi.org\/index.php\/2026\/05\/12\/yapay-zeka-bilmiyorum-demeyi-ogreniyor\/"},"author":{"name":"Kuzeyin Sesi","@id":"https:\/\/kuzeyinsesi.org\/#\/schema\/person\/9f859689cdf01485597712386e37f5aa"},"headline":"Yapay zeka "bilmiyorum" demeyi \u00f6\u011freniyor","datePublished":"2026-05-12T04:47:32+00:00","mainEntityOfPage":{"@id":"https:\/\/kuzeyinsesi.org\/index.php\/2026\/05\/12\/yapay-zeka-bilmiyorum-demeyi-ogreniyor\/"},"wordCount":440,"commentCount":0,"image":{"@id":"https:\/\/kuzeyinsesi.org\/index.php\/2026\/05\/12\/yapay-zeka-bilmiyorum-demeyi-ogreniyor\/#primaryimage"},"thumbnailUrl":"https:\/\/kuzeyinsesi.org\/wp-content\/uploads\/2026\/04\/yapay-zeka-2431565.jpg","articleSection":["D\u00fcnya"],"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/kuzeyinsesi.org\/index.php\/2026\/05\/12\/yapay-zeka-bilmiyorum-demeyi-ogreniyor\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/kuzeyinsesi.org\/index.php\/2026\/05\/12\/yapay-zeka-bilmiyorum-demeyi-ogreniyor\/","url":"https:\/\/kuzeyinsesi.org\/index.php\/2026\/05\/12\/yapay-zeka-bilmiyorum-demeyi-ogreniyor\/","name":"Yapay zeka "bilmiyorum" demeyi \u00f6\u011freniyor - 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