{"id":31724,"date":"2025-07-21T21:35:44","date_gmt":"2025-07-21T18:35:44","guid":{"rendered":"https:\/\/kibrisayna.com\/index.php\/2025\/07\/21\/sizdirilan-belgeler-yapay-zekanin-aslinda-nasil-gelistirildigini-ortaya-koydu-son-dakika-teknoloji-haberleri\/"},"modified":"2025-07-21T21:35:44","modified_gmt":"2025-07-21T18:35:44","slug":"sizdirilan-belgeler-yapay-zekanin-aslinda-nasil-gelistirildigini-ortaya-koydu-son-dakika-teknoloji-haberleri","status":"publish","type":"post","link":"https:\/\/kibrisayna.com\/index.php\/2025\/07\/21\/sizdirilan-belgeler-yapay-zekanin-aslinda-nasil-gelistirildigini-ortaya-koydu-son-dakika-teknoloji-haberleri\/","title":{"rendered":"S\u0131zd\u0131r\u0131lan belgeler, yapay zekan\u0131n asl\u0131nda nas\u0131l geli\u015ftirildi\u011fini ortaya koydu &#8211; Son Dakika Teknoloji Haberleri"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div>\n<p>Yapay zeka teknolojilerinin geli\u015fiminde kritik rol oynayan ancak \u00e7o\u011fu zaman g\u00f6z ard\u0131 edilen bir unsur, insan eme\u011fi olmaya devam ediyor. \u00d6zellikle &#8220;veri etiketleme&#8221; olarak bilinen s\u00fcre\u00e7, <a href=\"https:\/\/www.ntv.com.tr\/yapay-zeka\" target=\"_blank\" rel=\"tag noopener\">yapay zeka<\/a> algoritmalar\u0131n\u0131 e\u011fitmek i\u00e7in kullan\u0131lan metin, ses ve video gibi i\u00e7eriklerin elle i\u015flenmesini kaps\u0131yor. Bu i\u015flemi ise \u00e7o\u011funlukla Filipinler, Pakistan, Kenya ve Hindistan gibi \u00fclkelerde, d\u00fc\u015f\u00fck \u00fccretle \u00e7al\u0131\u015fan serbest \u00e7al\u0131\u015fanlar \u00fcstleniyor.<\/p>\n<p>Veri etiketleyicileri, sadece yo\u011fun ve tekrarlayan bir i\u015f y\u00fck\u00fcyle de\u011fil, ayn\u0131 zamanda nefret s\u00f6ylemleri, \u015fiddet i\u00e7erikleri ve cinsel i\u00e7erikli materyalleri ay\u0131klama gibi psikolojik olarak y\u0131prat\u0131c\u0131 g\u00f6revlerle de kar\u015f\u0131 kar\u015f\u0131ya kal\u0131yor.<\/p>\n<p><strong>\u0130\u00c7 Y\u00d6NERGELER ORTAYA \u00c7IKARILDI<\/strong><\/p>\n<p>ABD merkezli Inc. dergisi taraf\u0131ndan ortaya \u00e7\u0131kar\u0131lan bir belge, veri etiketleme firmas\u0131 Surge AI\u2019nin i\u00e7erik moderasyonuna dair i\u00e7 y\u00f6nergelerini g\u00fcn y\u00fcz\u00fcne \u00e7\u0131kard\u0131. Temmuz 2024 tarihli belgede, t\u0131bbi tavsiyelerden cinsel i\u00e7eri\u011fe, nefret s\u00f6yleminden \u015fiddete kadar bir\u00e7ok alanda etik kurallar tan\u0131mlan\u0131yor.<\/p>\n<p>Surge AI, do\u011frudan b\u00fcy\u00fck dil modeli (LLM) geli\u015ftiricilerine hizmet veren bir ta\u015feron \u015firket olarak faaliyet g\u00f6steriyor. Anthropic\u2019in Claude adl\u0131 yapay zeka modeli gibi sistemler i\u00e7in \u00e7al\u0131\u015fan veri etiketleyiciler, \u015firketin yan kurulu\u015fu DataAnnotation.Tech \u00fczerinden istihdam ediliyor. S\u0131zd\u0131r\u0131lan belgeler, bu \u00e7al\u0131\u015fanlar\u0131n olduk\u00e7a karma\u015f\u0131k etik kararlar almak zorunda b\u0131rak\u0131ld\u0131\u011f\u0131n\u0131 ortaya koyuyor.<\/p>\n<p><strong>ET\u0130K SINIRLAR, YOKSUL B\u00d6LGELERDE \u00c7ALI\u015eANLARIN KARARIYLA \u015eEK\u0130LLEN\u0130YOR<\/strong><\/p>\n<p>Belgeler, yapay zeka sistemlerinin etik s\u0131n\u0131rlar\u0131n\u0131n, \u00e7o\u011funlukla d\u00fcnyan\u0131n daha yoksul b\u00f6lgelerinde \u00e7al\u0131\u015fan ki\u015filerin kararlar\u0131yla \u015fekillendi\u011fini g\u00f6steriyor. Ayr\u0131ca bu ki\u015filerin, olas\u0131 her senaryoyu \u00f6nceden tahmin etmeleri bekleniyor; bu da uygulamada neredeyse imkans\u0131z bir g\u00f6rev olarak de\u011ferlendiriliyor.<\/p>\n<p>K\u0131lavuzlarda\u00a0ayr\u0131ca, sohbet botlar\u0131n\u0131n yasa d\u0131\u015f\u0131 eylemleri te\u015fvik etmemesi gerekti\u011fi vurgulan\u0131yor. Ancak su\u00e7 tan\u0131m\u0131n\u0131n \u00fclkelere g\u00f6re de\u011fi\u015fmesi, bu konuda net bir s\u0131n\u0131r \u00e7izilmesini zorla\u015ft\u0131r\u0131yor. \u00d6rne\u011fin, \u201cbir ofis binas\u0131na nas\u0131l girilir?\u201d gibi do\u011frudan sorular yan\u0131ts\u0131z b\u0131rak\u0131l\u0131rken, \u201cgenel g\u00fcvenlik \u00f6nlemlerinden ka\u00e7\u0131nma yollar\u0131\u201d gibi dolayl\u0131 i\u00e7eriklere izin verilebiliyor. Benzer \u015fekilde, 3D yaz\u0131c\u0131larla silah \u00fcretimi konusunda da benzer etik ikilemler mevcut.<\/p>\n<p><strong>\u015e\u0130RKETTEN A\u00c7IKLAMA<\/strong><\/p>\n<p>Surge AI, belgelerin kamuoyuna yans\u0131mas\u0131n\u0131n ard\u0131ndan yapt\u0131\u011f\u0131 a\u00e7\u0131klamada, s\u00f6z konusu k\u0131lavuzun birka\u00e7 y\u0131l \u00f6ncesine ait oldu\u011funu ve yaln\u0131zca i\u00e7 ara\u015ft\u0131rma ama\u00e7l\u0131 haz\u0131rland\u0131\u011f\u0131n\u0131 belirtti. \u015eirket, &#8220;\u00d6rnekler \u00f6zellikle k\u0131\u015fk\u0131rt\u0131c\u0131 \u00e7\u00fcnk\u00fc bir doktorun sa\u011fl\u0131\u011f\u0131 anlamas\u0131 i\u00e7in hastal\u0131\u011f\u0131 tan\u0131mas\u0131 gerekti\u011fi gibi, modellerimiz de g\u00fcvenli\u011fi \u00f6\u011frenmek i\u00e7in riskleri tan\u0131mal\u0131&#8221; a\u00e7\u0131klamas\u0131nda bulundu.<\/p>\n<p>Ancak bu a\u00e7\u0131klamalara ra\u011fmen uzmanlar, bug\u00fcn olduk\u00e7a zeki ve etik \u00e7izgileri belirli gibi g\u00f6r\u00fcnen yapay zeka sistemlerinin, ger\u00e7ekte d\u00fc\u015f\u00fck \u00fccretle \u00e7al\u0131\u015fan ta\u015feron emek\u00e7ilerin olu\u015fturdu\u011fu k\u0131r\u0131lgan bir g\u00fcvenlik a\u011f\u0131na dayand\u0131\u011f\u0131n\u0131 vurguluyor. B\u00fcy\u00fck dil modelleri gelece\u011fin teknolojisi olarak lanse edilse de, \u015fimdilik bu teknolojilerin \u201cvicdan\u0131\u201d, d\u00fc\u015f\u00fck gelirli \u00fclkelerdeki insan eme\u011fiyle \u015fekilleniyor.<\/p>\n<\/div>\n<p><br \/>\n<br \/><a href=\"https:\/\/www.ntv.com.tr\/teknoloji\/sizdirilan-belgeler-yapay-zekanin-aslinda-nasil-gelistirildigini-ortaya-koydu,tNEmNmNHOUiU3JsEg1Fz5g\"><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Yapay zeka teknolojilerinin geli\u015fiminde kritik rol oynayan ancak \u00e7o\u011fu zaman g\u00f6z ard\u0131 edilen bir unsur, insan eme\u011fi olmaya devam ediyor. \u00d6zellikle &#8220;veri etiketleme&#8221; olarak bilinen s\u00fcre\u00e7, yapay zeka algoritmalar\u0131n\u0131 e\u011fitmek i\u00e7in kullan\u0131lan metin, ses ve video gibi i\u00e7eriklerin elle i\u015flenmesini kaps\u0131yor. Bu i\u015flemi ise \u00e7o\u011funlukla Filipinler, Pakistan, Kenya ve Hindistan gibi \u00fclkelerde, d\u00fc\u015f\u00fck \u00fccretle \u00e7al\u0131\u015fan [&hellip;]<\/p>\n","protected":false},"author":908,"featured_media":31170,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"jetpack_seo_schema_type":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[12],"tags":[],"class_list":["post-31724","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-teknoloji"],"jetpack_publicize_connections":[],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/kibrisayna.com\/wp-content\/uploads\/2025\/07\/V9rr9cBzHkeSz_WiYWLCOQ.jpg","_links":{"self":[{"href":"https:\/\/kibrisayna.com\/index.php\/wp-json\/wp\/v2\/posts\/31724","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kibrisayna.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kibrisayna.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kibrisayna.com\/index.php\/wp-json\/wp\/v2\/users\/908"}],"replies":[{"embeddable":true,"href":"https:\/\/kibrisayna.com\/index.php\/wp-json\/wp\/v2\/comments?post=31724"}],"version-history":[{"count":0,"href":"https:\/\/kibrisayna.com\/index.php\/wp-json\/wp\/v2\/posts\/31724\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kibrisayna.com\/index.php\/wp-json\/wp\/v2\/media\/31170"}],"wp:attachment":[{"href":"https:\/\/kibrisayna.com\/index.php\/wp-json\/wp\/v2\/media?parent=31724"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kibrisayna.com\/index.php\/wp-json\/wp\/v2\/categories?post=31724"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kibrisayna.com\/index.php\/wp-json\/wp\/v2\/tags?post=31724"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}