{"id":92,"date":"2026-08-09T14:00:00","date_gmt":"2026-08-09T11:00:00","guid":{"rendered":"https:\/\/haberizlegi.com\/index.php\/yapay-zeka-arastirma-laboratuvarlarini-nasil-degistiriyor\/"},"modified":"2026-08-09T14:00:00","modified_gmt":"2026-08-09T11:00:00","slug":"yapay-zeka-arastirma-laboratuvarlarini-nasil-degistiriyor","status":"publish","type":"post","link":"https:\/\/haberizlegi.com\/index.php\/yapay-zeka-arastirma-laboratuvarlarini-nasil-degistiriyor\/","title":{"rendered":"Yapay zek\u00e2 ara\u015ft\u0131rma laboratuvarlar\u0131n\u0131 nas\u0131l de\u011fi\u015ftiriyor?"},"content":{"rendered":"<p>Yapay zek\u00e2 bilimsel ara\u015ft\u0131rmada literat\u00fcr taramas\u0131ndan g\u00f6r\u00fcnt\u00fc analizine kadar bir\u00e7ok a\u015famada yard\u0131mc\u0131 ara\u00e7 olarak kullan\u0131l\u0131yor. B\u00fcy\u00fck veri k\u00fcmelerinde \u00f6r\u00fcnt\u00fc bulma kapasitesi baz\u0131 alanlarda ara\u015ft\u0131rmac\u0131n\u0131n zaman\u0131n\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde azaltabilir.<\/p>\n<h2>H\u0131z, do\u011fruluk anlam\u0131na gelir mi?<\/h2>\n<p>Hay\u0131r. Modelin \u00f6nerdi\u011fi ili\u015fki bilimsel kan\u0131t de\u011fildir. E\u011fitim verisindeki yanl\u0131l\u0131k, \u00f6l\u00e7\u00fcm hatalar\u0131 veya yanl\u0131\u015f etiketler sonucu etkileyebilir. Bulgular\u0131n ba\u011f\u0131ms\u0131z y\u00f6ntemlerle do\u011frulanmas\u0131 gerekir.<\/p>\n<h2>E\u011fitim nas\u0131l de\u011fi\u015fiyor?<\/h2>\n<p>Ara\u015ft\u0131rmac\u0131lar\u0131n yaln\u0131z alan bilgisine de\u011fil, veri okuryazarl\u0131\u011f\u0131na ve algoritmik sonu\u00e7lar\u0131 sorgulama becerisine de ihtiyac\u0131 art\u0131yor. Sa\u011fl\u0131k gibi y\u00fcksek riskli alanlarda insan denetimi daha da kritik hale geliyor.<\/p>\n<p>Haber \u0130zle\u011fi, yapay zek\u00e2n\u0131n bilimdeki rol\u00fcn\u00fc h\u0131z s\u00f6yleminin \u00f6tesinde; do\u011frulama, e\u011fitim, sa\u011fl\u0131k ve ya\u015fam etkileriyle birlikte izliyor.<\/p>\n<p><small>G\u00f6rsel: Ousa Chea \/ Unsplash.<\/small><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Yapay zek\u00e2 veri tarama, g\u00f6r\u00fcnt\u00fc analizi ve hipotez geli\u015ftirme s\u00fcre\u00e7lerini h\u0131zland\u0131r\u0131rken sonu\u00e7lar\u0131n do\u011frulanmas\u0131 ve model yanl\u0131l\u0131\u011f\u0131n\u0131n kontrol\u00fc kritik \u00f6nem ta\u015f\u0131yor.<\/p>\n","protected":false},"author":1,"featured_media":68,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8,13,9,7,11],"tags":[],"class_list":["post-92","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bilim","category-egitim","category-saglik","category-teknoloji","category-yasam"],"blocksy_meta":{"styles_descriptor":{"styles":{"desktop":"","tablet":"","mobile":""},"google_fonts":[],"version":7}},"_links":{"self":[{"href":"https:\/\/haberizlegi.com\/index.php\/wp-json\/wp\/v2\/posts\/92","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/haberizlegi.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/haberizlegi.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/haberizlegi.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/haberizlegi.com\/index.php\/wp-json\/wp\/v2\/comments?post=92"}],"version-history":[{"count":0,"href":"https:\/\/haberizlegi.com\/index.php\/wp-json\/wp\/v2\/posts\/92\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/haberizlegi.com\/index.php\/wp-json\/wp\/v2\/media\/68"}],"wp:attachment":[{"href":"https:\/\/haberizlegi.com\/index.php\/wp-json\/wp\/v2\/media?parent=92"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/haberizlegi.com\/index.php\/wp-json\/wp\/v2\/categories?post=92"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/haberizlegi.com\/index.php\/wp-json\/wp\/v2\/tags?post=92"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}