{"id":36150,"date":"2025-10-27T16:51:58","date_gmt":"2025-10-27T13:51:58","guid":{"rendered":"https:\/\/kibrisayna.com\/index.php\/2025\/10\/27\/yapay-zeka-kimin-icin-calisiyor-ntv-haber\/"},"modified":"2025-10-27T16:51:58","modified_gmt":"2025-10-27T13:51:58","slug":"yapay-zeka-kimin-icin-calisiyor-ntv-haber","status":"publish","type":"post","link":"https:\/\/kibrisayna.com\/index.php\/2025\/10\/27\/yapay-zeka-kimin-icin-calisiyor-ntv-haber\/","title":{"rendered":"Yapay zeka kimin\u00a0i\u00e7in\u00a0\u00e7al\u0131\u015f\u0131yor? | NTV Haber"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div>\n<p>San Francisco\u2019da s\u00fcr\u00fcc\u00fcs\u00fcz taksi plan\u0131na kar\u015f\u0131 \u00e7\u0131kan taksicilerin protestosu, yapay zekan\u0131n toplumdaki rol\u00fcne dair s\u00fcregelen tart\u0131\u015fmalar\u0131 bir kez daha g\u00fcndeme ta\u015f\u0131d\u0131. <\/p>\n<p>Bu tart\u0131\u015fmalar\u0131n tam ortas\u0131nda, ekonomist Maximilian Kasy\u2019nin yeni yay\u0131mlanan kitab\u0131 The Means of Prediction: How AI Really Works (and Who Benefits) (Tahminin Ara\u00e7lar\u0131: Yapay Zek\u00e2 Ger\u00e7ekte Nas\u0131l \u00c7al\u0131\u015f\u0131r ve Kim Yararlan\u0131r?) dikkat \u00e7ekiyor.<\/p>\n<p>Kasy, Chicago \u00dcniversitesi Yay\u0131nlar\u0131\u2019ndan \u00e7\u0131kan kitab\u0131nda, <a href=\"https:\/\/www.ntv.com.tr\/yapay-zeka\" target=\"_blank\" rel=\"tag\">yapay zeka<\/a> etraf\u0131nda d\u00f6nen \u00e7eli\u015fkili anlat\u0131lar\u0131n tesad\u00fcf olmad\u0131\u011f\u0131n\u0131 \u00f6ne s\u00fcr\u00fcyor. Ona g\u00f6re, \u201cYapay zeka insanl\u0131\u011f\u0131n kurtulu\u015fu\u201d s\u00f6ylemini savunan kesim, zengin yat\u0131r\u0131mc\u0131lar ve <a href=\"https:\/\/www.ntv.com.tr\/teknoloji\" target=\"_blank\" rel=\"tag\">teknoloji<\/a> devlerinin y\u00f6neticileri. Ancak s\u00f6z konusu kesim bu iyimserli\u011fin ekonomik ve politik getirilerinden faydalan\u0131yor.<\/p>\n<p>Bu gruplar, ayn\u0131 zamanda devlet denetimini de istemiyor. Kasy, bu durumu a\u00e7\u0131k bir \u201cg\u00fc\u00e7 dev\u015firme stratejisi\u201d olarak tan\u0131ml\u0131yor.<\/p>\n<p><strong>FELAKET SENARYOLARI<\/strong><\/p>\n<p>Nature\u2019da yay\u0131nlanan bir kitap incelemesine g\u00f6re ekonomist, di\u011fer tarafta yapay zekan\u0131n insanl\u0131\u011f\u0131 yok edebilece\u011fini iddia eden f\u00fct\u00fcrist filozoflar ve d\u00fc\u015f\u00fcn\u00fcrler oldu\u011funu s\u00f6yl\u00fcyor.<\/p>\n<p>Kasy\u2019ye g\u00f6re bu \u201cfelaket senaryosu\u201d s\u00f6ylemleri de \u00e7o\u011fu zaman ayn\u0131 teknoloji \u00e7evrelerinden gelen fonlarla destekleniyor. Yani iki taraf\u0131n da \u201csatacak bir hik\u00e2yesi\u201d var.<\/p>\n<p><a href=\"https:\/\/www.ntv.com.tr\/kitap\" target=\"_blank\" rel=\"tag\">Kitap<\/a>, kamuoyunun bu karma\u015f\u0131k tart\u0131\u015fmada kaybolmamas\u0131 i\u00e7in yapay zekan\u0131n nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 anlamaya y\u00f6nelik temel bir okuryazarl\u0131k geli\u015ftirmesi gerekti\u011fini savunuyor. \u00d6zellikle otomasyon nedeniyle i\u015f kay\u0131plar\u0131n\u0131n artabilece\u011fi bir gelecekte, halk\u0131n teknoloji hakk\u0131nda bilin\u00e7li olmas\u0131 hayati \u00f6nem ta\u015f\u0131yor.<\/p>\n<p>Kasy, yapay zeka sistemlerinin toplumdaki etkisini e\u015fitsizlik ve g\u00fc\u00e7 yo\u011funla\u015fmas\u0131 \u00e7er\u00e7evesinde ele al\u0131yor. Kitab\u0131n ismi de Karl Marx\u2019\u0131n \u201c\u00fcretim ara\u00e7lar\u0131n\u0131 kontrol edenler, toplumu da kontrol eder\u201d s\u00f6z\u00fcnden yola \u00e7\u0131k\u0131yor.<\/p>\n<p>Yazar, g\u00fcn\u00fcm\u00fczde \u201c\u00fcretim ara\u00e7lar\u0131n\u0131n\u201d yerini \u201ctahmin ara\u00e7lar\u0131n\u0131n\u201d (prediction engines) ald\u0131\u011f\u0131n\u0131 ve bu teknolojilerin istihdamdan sosyal medya i\u00e7eriklerine, hatta askeri hedef belirlemeye kadar bir\u00e7ok alanda karar verici hale geldi\u011fini vurguluyor.<\/p>\n<p><strong>\u201cA\u00c7IK VE ANLA\u015eILIR OLMALI\u201d<\/strong><\/p>\n<p>Ancak bu tart\u0131\u015fman\u0131n demokratik bir \u015fekilde y\u00fcr\u00fcyebilmesi i\u00e7in, Kasy\u2019ye g\u00f6re, yapay zeka sistemlerinin nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131 halka a\u00e7\u0131k ve anla\u015f\u0131l\u0131r olmal\u0131. Kitapta geni\u015f yer verilen b\u00f6l\u00fcmler, \u201cmakine \u00f6\u011frenimi\u201d ve \u201cderin \u00f6\u011frenme\u201d gibi teknik kavramlar\u0131 sade bir dille a\u00e7\u0131kl\u0131yor.<\/p>\n<p>\u201cSinir a\u011flar\u0131 yapay beyin de\u011fildir\u201d ba\u015fl\u0131kl\u0131 b\u00f6l\u00fcmde, bu sistemlerin insan beynini taklit etmedi\u011fi, yaln\u0131zca veriden \u00f6r\u00fcnt\u00fc \u00f6\u011frenen matematiksel modeller oldu\u011fu vurgulan\u0131yor.<\/p>\n<p>Kasy, teknoloji \u015firketlerinin \u201cYapay zeka insan gibi d\u00fc\u015f\u00fcn\u00fcr\u201d s\u00f6ylemini bilin\u00e7li olarak kulland\u0131\u011f\u0131n\u0131, bunun da teknolojinin s\u0131n\u0131rlar\u0131n\u0131 ve ticari do\u011fas\u0131n\u0131 gizledi\u011fini savunuyor.<\/p>\n<p>Yazar ayr\u0131ca, adalet, gizlilik ve a\u00e7\u0131klanabilirlik gibi ilkeler \u00e7er\u00e7evesinde yapay zekan\u0131n nas\u0131l d\u00fczenlenmesi gerekti\u011fini tart\u0131\u015f\u0131yor. Ancak kitab\u0131n dili yer yer akademik ve a\u011f\u0131r bulunuyor; \u00f6rnek olaylar s\u0131n\u0131rl\u0131, tart\u0131\u015fmalar ise \u00e7o\u011fu zaman teorik d\u00fczeyde kal\u0131yor.<\/p>\n<p>\u00d6rne\u011fin \u201cadalet\u201d b\u00f6l\u00fcm\u00fcnde Kasy, \u201cliyakat temelli ayr\u0131mc\u0131l\u0131k\u201d kavram\u0131n\u0131 ele al\u0131yor. Burada, verimlili\u011fi en y\u00fcksek \u00e7al\u0131\u015fanlar\u0131 se\u00e7mek \u00fczere tasarlanm\u0131\u015f bir i\u015fe al\u0131m algoritmas\u0131 \u00f6rne\u011fi veriliyor. Bu mant\u0131\u011fa g\u00f6re algoritma yaln\u0131zca k\u00e2r\u0131 maksimize etti\u011fi s\u00fcrece \u201cadil\u201d say\u0131l\u0131yor, yani adalet bile ekonomik verimlilikle \u00f6l\u00e7\u00fcl\u00fcyor.<\/p>\n<p>Sonu\u00e7 olarak The Means of Prediction, yapay zekaya dair iyimser ya da felaketvari anlat\u0131lardan \u00f6te, kimin bu teknolojiden kazan\u00e7 sa\u011flad\u0131\u011f\u0131n\u0131 sorgulayan politik bir \u00e7er\u00e7eve sunuyor.<\/p>\n<p>Kasy\u2019ye g\u00f6re as\u0131l soru \u015fu: \u201cYapay zeka ger\u00e7ekten insanl\u0131\u011f\u0131n gelece\u011fini mi \u015fekillendiriyor, yoksa yaln\u0131zca g\u00fcc\u00fc elinde tutanlar\u0131n \u00e7\u0131karlar\u0131n\u0131 m\u0131?\u201d<\/p>\n<\/div>\n<p><br \/>\n<br \/><a href=\"https:\/\/www.ntv.com.tr\/teknoloji\/yapay-zeka-kiminicincalisiyor,g8uoPzcRYkuM8IB4FAALpw\"><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>San Francisco\u2019da s\u00fcr\u00fcc\u00fcs\u00fcz taksi plan\u0131na kar\u015f\u0131 \u00e7\u0131kan taksicilerin protestosu, yapay zekan\u0131n toplumdaki rol\u00fcne dair s\u00fcregelen tart\u0131\u015fmalar\u0131 bir kez daha g\u00fcndeme ta\u015f\u0131d\u0131. Bu tart\u0131\u015fmalar\u0131n tam ortas\u0131nda, ekonomist Maximilian Kasy\u2019nin yeni yay\u0131mlanan kitab\u0131 The Means of Prediction: How AI Really Works (and Who Benefits) (Tahminin Ara\u00e7lar\u0131: Yapay Zek\u00e2 Ger\u00e7ekte Nas\u0131l \u00c7al\u0131\u015f\u0131r ve Kim Yararlan\u0131r?) dikkat \u00e7ekiyor. Kasy, [&hellip;]<\/p>\n","protected":false},"author":908,"featured_media":36151,"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-36150","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\/10\/Fa09REbECUaAEmBcee0htA.jpg","_links":{"self":[{"href":"https:\/\/kibrisayna.com\/index.php\/wp-json\/wp\/v2\/posts\/36150","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=36150"}],"version-history":[{"count":0,"href":"https:\/\/kibrisayna.com\/index.php\/wp-json\/wp\/v2\/posts\/36150\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kibrisayna.com\/index.php\/wp-json\/wp\/v2\/media\/36151"}],"wp:attachment":[{"href":"https:\/\/kibrisayna.com\/index.php\/wp-json\/wp\/v2\/media?parent=36150"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kibrisayna.com\/index.php\/wp-json\/wp\/v2\/categories?post=36150"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kibrisayna.com\/index.php\/wp-json\/wp\/v2\/tags?post=36150"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}