\n
\n\tDijital adli t\u0131p otoritesi olarak kabul edilen Kaliforniya \u00dcniversitesi Berkeley Profes\u00f6r\u00fc Hany Farid, yapay zeka taraf\u0131ndan \u00fcretilen ses ve videolar\u0131 ger\u00e7e\u011finden ay\u0131rt edemedi\u011fini a\u00e7\u0131klad\u0131.<\/p>\n
\n\tFarid, normal insanlar\u0131n yapay zeka seslerini ay\u0131rt etme oran\u0131n\u0131n y\u00fczde 60 civar\u0131nda kald\u0131\u011f\u0131n\u0131, bunun da yaz\u0131 tura atmaktan farks\u0131z oldu\u011funu belirtti.<\/p>\n
\n\tK\u00fcresel doland\u0131r\u0131c\u0131l\u0131k zarar\u0131 442 milyar dolara ula\u015ft\u0131<\/h2>\n
\n\tINTERPOL taraf\u0131ndan yay\u0131mlanan K\u00fcresel Finansal Doland\u0131r\u0131c\u0131l\u0131k Tehdit De\u011ferlendirmesi raporuna g\u00f6re, 2025 y\u0131l\u0131nda k\u00fcresel finansal doland\u0131r\u0131c\u0131l\u0131k zarar\u0131 442 milyar dolara ula\u015ft\u0131. Kurum, genel risk seviyesini “Y\u00fcksek” olarak belirlerken, \u00f6n\u00fcm\u00fczdeki 3 ila 5 y\u0131l i\u00e7inde bu durumun ciddi \u015fekilde t\u0131rmanaca\u011f\u0131n\u0131 \u00f6ng\u00f6r\u00fcyor.<\/p>\n
\n\tABD’de FBI’\u0131n yay\u0131mlad\u0131\u011f\u0131 \u0130nternet Su\u00e7lar\u0131 \u015eikayet Merkezi Y\u0131ll\u0131k Raporu’nda siber su\u00e7 kay\u0131plar\u0131 20,9 milyar dolar olarak kaydedildi. FBI, rapor tarihinde ilk kez yapay zeka kaynakl\u0131 \u015fikayetleri ayr\u0131 bir su\u00e7 kategorisi olarak ele ald\u0131 ve 893 milyon dolar\u0131 a\u015fan zarar bildiren 22 binden fazla \u015fikayeti kay\u0131tlara ge\u00e7irdi. \u0130ngiltere’de ise kurbanlar\u0131n kendi elleriyle para g\u00f6ndermesini sa\u011flayan doland\u0131r\u0131c\u0131l\u0131k t\u00fcr\u00fc y\u00fczde 19 artarak 576,4 milyon sterline y\u00fckseldi.<\/p>\n
\n\tSes klonlama ve derin kurgu doland\u0131r\u0131c\u0131l\u0131\u011f\u0131 nas\u0131l i\u015fliyor?<\/h2>\n
\n\tG\u00fcn\u00fcm\u00fcz teknolojisinde bir sesin klonlanmas\u0131 i\u00e7in sosyal medya videosundan, podcast yay\u0131n\u0131ndan veya telesekreter mesaj\u0131ndan al\u0131nan 3 saniyelik bir ses kayd\u0131 yeterli oluyor. S\u00fcre\u00e7 \u00fc\u00e7 a\u015famal\u0131 bir mekanizmayla i\u015fliyor:<\/p>\n
\n\tBir konu\u015fmac\u0131 kodlay\u0131c\u0131 a\u011f\u0131, ses \u00f6rne\u011finden frekans, t\u0131n\u0131 ve ritmi yakalayan say\u0131sal bir g\u00f6mme vekt\u00f6r\u00fc \u00e7\u0131kar\u0131yor.<\/p>\n
\n\tMicrosoft’un VALL-E veya Tacotron 2 gibi mimarileri \u00fczerine kurulu akustik model, yeni metni bu ses \u00f6zellikleriyle e\u015fle\u015ftiriyor.<\/p>\n
\n\tHiFi-GAN gibi bir sinirsel ses sentezleyici, bu \u00f6zellikleri ham ses dalgas\u0131na d\u00f6n\u00fc\u015ft\u00fcr\u00fcyor.<\/p>\n
\n\t\u00d6nceden binlerce konu\u015fmac\u0131 \u00fczerinde e\u011fitilen modern modeller, ki\u015fi \u00f6zelinde ince ayar yapma ihtiyac\u0131n\u0131 ortadan kald\u0131r\u0131yor. Ger\u00e7ek zamanl\u0131 ses d\u00f6n\u00fc\u015ft\u00fcrme sistemleri 100 milisaniyenin alt\u0131ndaki gecikme s\u00fcreleriyle \u00e7al\u0131\u015f\u0131yor ve bu da canl\u0131 telefon g\u00f6r\u00fc\u015fmelerinde derin kurgu ses kullan\u0131m\u0131n\u0131 m\u00fcmk\u00fcn k\u0131l\u0131yor.<\/p>\n
\n\tYapay zeka ajanlar\u0131 doland\u0131r\u0131c\u0131l\u0131\u011f\u0131 otomatikle\u015ftiriyor<\/h2>\n
\n\tDoland\u0131r\u0131c\u0131l\u0131k faaliyetlerinin end\u00fcstrile\u015fmesi, insan m\u00fcdahalesi olmadan g\u00f6revleri planlay\u0131p y\u00fcr\u00fctebilen yapay zeka ajanlar\u0131 ile yeni bir boyuta ta\u015f\u0131nd\u0131. Yapay zeka destekli doland\u0131r\u0131c\u0131l\u0131\u011f\u0131n geleneksel y\u00f6ntemlere g\u00f6re 4,5 kat daha karl\u0131 oldu\u011fu belirtiliyor.<\/p>\n
\n\tBu sistemler, ba\u015far\u0131s\u0131z olduklar\u0131 giri\u015fimlerden ders \u00e7\u0131kararak modellerini g\u00fcncelliyor ve bir sonraki denemede yakla\u015f\u0131mlar\u0131n\u0131 de\u011fi\u015ftiriyor.<\/p>\n
\n\tYap\u0131lan ara\u015ft\u0131rmalar, otonom yapay zeka ajanlar\u0131n\u0131n kurbanlar\u0131n tepkilerine uyum sa\u011flayan, g\u00fcvenlik engellerini a\u015fan ve haf\u0131za ile konu\u015fma sentezini kullanarak u\u00e7tan uca doland\u0131r\u0131c\u0131l\u0131k yapabilen \u00e7ok a\u015famal\u0131 aramalar ger\u00e7ekle\u015ftirdi\u011fini g\u00f6steriyor.<\/p>\n
\n\tAyr\u0131ca karanl\u0131k webde ayl\u0131k 50 dolar gibi \u00fccretlerle sunulan “hizmet olarak doland\u0131r\u0131c\u0131l\u0131k” (FaaS) platformlar\u0131, ses klonlay\u0131c\u0131lar ve sahte belge kitleri i\u00e7eren yaz\u0131l\u0131mlar\u0131 herkesin eri\u015fimine a\u00e7\u0131yor.<\/p>\n
\n\tEn yayg\u0131n be\u015f yapay zeka doland\u0131r\u0131c\u0131l\u0131k t\u00fcr\u00fc<\/h2>\n
\n\tAile acil durum doland\u0131r\u0131c\u0131l\u0131\u011f\u0131: Sosyal medyadan al\u0131nan seslerle aile bireylerinin sesi taklit ediliyor ve acil para talebiyle kurbanlar a\u011fa d\u00fc\u015f\u00fcr\u00fcl\u00fcyor.<\/p>\n
\n\t\u015eirket e-postalar\u0131n\u0131n ele ge\u00e7irilmesi ve sahte g\u00f6r\u00fcnt\u00fcl\u00fc aramalar: \u015eirket \u00e7al\u0131\u015fanlar\u0131, \u00fcst d\u00fczey y\u00f6neticilerin yapay zeka ile \u00fcretilmi\u015f ses ve g\u00f6r\u00fcnt\u00fcleri kullan\u0131larak sahte video konferans toplant\u0131lar\u0131yla kand\u0131r\u0131l\u0131yor ve milyonlarca dolarl\u0131k transferler yapt\u0131r\u0131l\u0131yor.<\/p>\n
\n\tRomantik yat\u0131r\u0131m doland\u0131r\u0131c\u0131l\u0131\u011f\u0131 (Pig butchering): LinkedIn veya arkada\u015fl\u0131k uygulamalar\u0131nda haftalarca s\u00fcren sahte ili\u015fkiler kuruluyor, ard\u0131ndan kurbanlar sahte kripto para platformlar\u0131na yat\u0131r\u0131m yapmaya ikna ediliyor.<\/p>\n
\n\tSentetik kimlik doland\u0131r\u0131c\u0131l\u0131\u011f\u0131: Ger\u00e7ek bir kimlik numaras\u0131n\u0131n sahte isim ve adreslerle birle\u015ftirilmesiyle hayali ki\u015filikler olu\u015fturuluyor ve bu kimliklerle kredi hesaplar\u0131 a\u00e7\u0131l\u0131yor.<\/p>\n
\n\tYapay zeka ile geli\u015ftirilmi\u015f oltalama: Yapay zeka taraf\u0131ndan yaz\u0131lan, dil bilgisi hatas\u0131 bar\u0131nd\u0131rmayan ve sosyal medyadan toplanan verilerle ki\u015fiselle\u015ftirilen e-posta veya k\u0131sa mesajlarla kullan\u0131c\u0131lar hedef al\u0131n\u0131yor.<\/p>\n
\n\tYapay zeka doland\u0131r\u0131c\u0131l\u0131\u011f\u0131na kar\u015f\u0131 al\u0131nabilecek \u00f6nlemler<\/h2>\n
\n\tUzmanlar, sesin veya g\u00f6r\u00fcnt\u00fcn\u00fcn kendisine g\u00fcvenmek yerine gelen talebin niteli\u011fine odaklan\u0131lmas\u0131 gerekti\u011fini vurguluyor. G\u00fcvenli\u011fi sa\u011flamak ad\u0131na \u015fu ad\u0131mlar\u0131n izlenmesi \u00f6neriliyor:<\/p>\n
\n\tAile i\u00e7inde yaln\u0131zca bireylerin bilebilece\u011fi gizli bir parola belirlenmesi gerekiyor. Acil durum iddialar\u0131nda bu parolan\u0131n sorulmas\u0131 \u00f6nem ta\u015f\u0131yor.<\/p>\n
\n\tKredi sicilinin proaktif olarak dondurulmas\u0131, doland\u0131r\u0131c\u0131lar\u0131n ele ge\u00e7irilen bilgilerle yeni hesap a\u00e7mas\u0131n\u0131 engelliyor.<\/p>\n
\n\tFinansal hesaplarda ve e-postalarda SMS yerine kimlik do\u011frulama uygulamalar\u0131 kullan\u0131larak \u00e7ok a\u015famal\u0131 do\u011frulaman\u0131n etkinle\u015ftirilmesi gerekiyor.<\/p>\n
\n\tBask\u0131 ve aciliyet hissettiren durumlarda sakin kalarak i\u015flemlerin yava\u015flat\u0131lmas\u0131, geri d\u00f6n\u00fc\u015f\u00fc olmayan kripto veya havale transferlerinden ka\u00e7\u0131n\u0131lmas\u0131 \u00f6nem arz ediyor.<\/p>\n
\n\tArayan kimli\u011fi bilgisine veya g\u00f6r\u00fcnt\u00fcl\u00fc aramalara tam olarak g\u00fcvenilmemesi, \u015f\u00fcphe durumunda kapat\u0131l\u0131p resmi kanallardan geri d\u00f6n\u00fc\u015f yap\u0131lmas\u0131 gerekiyor.<\/p>\n
\n\t\u0130nternetteki kamuya a\u00e7\u0131k ses ve video izlerinin s\u0131n\u0131rland\u0131r\u0131lmas\u0131, ses klonlama riskini azalt\u0131yor.<\/p>\n
\n\tTan\u0131nmayan ki\u015filerden gelen yat\u0131r\u0131m tavsiyelerinin ba\u011f\u0131ms\u0131z finansal denetim mekanizmalar\u0131 \u00fczerinden kontrol edilmesi gerekiyor.<\/p>\n
\n\tSistem d\u00fczeyinde m\u00fccadele ihtiyac\u0131<\/h2>\n
\n\tBireysel \u00f6nlemlerin end\u00fcstrile\u015fmi\u015f su\u00e7 ekosistemine kar\u015f\u0131 tek ba\u015f\u0131na yeterli olamayaca\u011f\u0131 ifade ediliyor.<\/p>\n
\n\t\u0130ngiltere’de y\u00fcr\u00fcrl\u00fc\u011fe giren zorunlu banka iade d\u00fczenlemesi, 2025 y\u0131l\u0131nda kurbanlara milyonlarca sterlin geri \u00f6denmesini sa\u011flasa da toplam doland\u0131r\u0131c\u0131l\u0131k kay\u0131plar\u0131n\u0131n art\u0131\u015f\u0131n\u0131 engelleyemedi.<\/p>\n
\n\tABD’de de deepfake i\u00e7eriklerin kald\u0131r\u0131lmas\u0131n\u0131 zorunlu k\u0131lan yasal ad\u0131mlar at\u0131lmaya ba\u015fland\u0131 ancak finansal kurumlar\u0131n yapay zeka tabanl\u0131 tespit sistemlerini ve platform sorumlulu\u011funu art\u0131rmamas\u0131 halinde, \u00fclkedeki yapay zeka kaynakl\u0131 doland\u0131r\u0131c\u0131l\u0131k kay\u0131plar\u0131n\u0131n 2027 y\u0131l\u0131na kadar 40 milyar dolara ula\u015faca\u011f\u0131 tahmin ediliyor.<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"
Dijital adli t\u0131p otoritesi olarak kabul edilen Kaliforniya \u00dcniversitesi Berkeley Profes\u00f6r\u00fc Hany Farid, yapay zeka taraf\u0131ndan \u00fcretilen ses ve videolar\u0131 ger\u00e7e\u011finden ay\u0131rt edemedi\u011fini a\u00e7\u0131klad\u0131.
Farid, normal insanlar\u0131n yapay zeka seslerini ay\u0131rt etme oran\u0131n\u0131n y\u00fczde 60 civar\u0131nda kald\u0131\u011f\u0131n\u0131, bunun da yaz\u0131 tura atmaktan farks\u0131z oldu\u011funu belirtti.
K\u00fcresel doland\u0131r\u0131c\u0131l\u0131k zarar\u0131 442 milyar dolara ula\u015ft\u0131 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jnews-multi-image_gallery":[],"jnews_single_post":[],"jnews_primary_category":[],"footnotes":""},"categories":[2],"tags":[],"class_list":["post-42315","post","type-post","status-publish","format-standard","hentry","category-dunya"],"yoast_head":"\n
Yapay zeka doland\u0131r\u0131c\u0131l\u0131\u011f\u0131 ge\u00e7en y\u0131l d\u00fcnyaya 442 milyar dolar kaybettirdi - Haber Kuzey<\/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:\/\/haberkuzey.com\/index.php\/2026\/06\/17\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay zeka doland\u0131r\u0131c\u0131l\u0131\u011f\u0131 ge\u00e7en y\u0131l d\u00fcnyaya 442 milyar dolar kaybettirdi - Haber Kuzey\" \/>\n<meta property=\"og:description\" content=\"
Dijital adli t\u0131p otoritesi olarak kabul edilen Kaliforniya \u00dcniversitesi Berkeley Profes\u00f6r\u00fc Hany Farid, yapay zeka taraf\u0131ndan \u00fcretilen ses ve videolar\u0131 ger\u00e7e\u011finden ay\u0131rt edemedi\u011fini a\u00e7\u0131klad\u0131.
Farid, normal insanlar\u0131n yapay zeka seslerini ay\u0131rt etme oran\u0131n\u0131n y\u00fczde 60 civar\u0131nda kald\u0131\u011f\u0131n\u0131, bunun da yaz\u0131 tura atmaktan farks\u0131z oldu\u011funu belirtti.
K\u00fcresel doland\u0131r\u0131c\u0131l\u0131k zarar\u0131 442 milyar dolara ula\u015ft\u0131 […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/haberkuzey.com\/index.php\/2026\/06\/17\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\/\" \/>\n<meta property=\"og:site_name\" content=\"Haber Kuzey\" \/>\n<meta property=\"article:published_time\" content=\"2026-06-17T06:56:18+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/trthaberstatic.cdn.wp.trt.com.tr\/resimler\/2430000\/yapay-zeka-2431565.jpg\" \/>\n<meta name=\"author\" content=\"haberkuzey\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"haberkuzey\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/haberkuzey.com\\\/index.php\\\/2026\\\/06\\\/17\\\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/haberkuzey.com\\\/index.php\\\/2026\\\/06\\\/17\\\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\\\/\"},\"author\":{\"name\":\"haberkuzey\",\"@id\":\"https:\\\/\\\/haberkuzey.com\\\/#\\\/schema\\\/person\\\/3372109ec735f9333f4fa47ebb9605ca\"},\"headline\":\"Yapay zeka doland\u0131r\u0131c\u0131l\u0131\u011f\u0131 ge\u00e7en y\u0131l d\u00fcnyaya 442 milyar dolar kaybettirdi\",\"datePublished\":\"2026-06-17T06:56:18+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/haberkuzey.com\\\/index.php\\\/2026\\\/06\\\/17\\\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\\\/\"},\"wordCount\":1083,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/haberkuzey.com\\\/index.php\\\/2026\\\/06\\\/17\\\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/trthaberstatic.cdn.wp.trt.com.tr\\\/resimler\\\/2430000\\\/yapay-zeka-2431565.jpg\",\"articleSection\":[\"D\u00fcnya\"],\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/haberkuzey.com\\\/index.php\\\/2026\\\/06\\\/17\\\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/haberkuzey.com\\\/index.php\\\/2026\\\/06\\\/17\\\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\\\/\",\"url\":\"https:\\\/\\\/haberkuzey.com\\\/index.php\\\/2026\\\/06\\\/17\\\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\\\/\",\"name\":\"Yapay zeka doland\u0131r\u0131c\u0131l\u0131\u011f\u0131 ge\u00e7en y\u0131l d\u00fcnyaya 442 milyar dolar kaybettirdi - Haber Kuzey\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/haberkuzey.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/haberkuzey.com\\\/index.php\\\/2026\\\/06\\\/17\\\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/haberkuzey.com\\\/index.php\\\/2026\\\/06\\\/17\\\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/trthaberstatic.cdn.wp.trt.com.tr\\\/resimler\\\/2430000\\\/yapay-zeka-2431565.jpg\",\"datePublished\":\"2026-06-17T06:56:18+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/haberkuzey.com\\\/#\\\/schema\\\/person\\\/3372109ec735f9333f4fa47ebb9605ca\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/haberkuzey.com\\\/index.php\\\/2026\\\/06\\\/17\\\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\\\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/haberkuzey.com\\\/index.php\\\/2026\\\/06\\\/17\\\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\\\/\\\/haberkuzey.com\\\/index.php\\\/2026\\\/06\\\/17\\\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\\\/#primaryimage\",\"url\":\"https:\\\/\\\/trthaberstatic.cdn.wp.trt.com.tr\\\/resimler\\\/2430000\\\/yapay-zeka-2431565.jpg\",\"contentUrl\":\"https:\\\/\\\/trthaberstatic.cdn.wp.trt.com.tr\\\/resimler\\\/2430000\\\/yapay-zeka-2431565.jpg\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/haberkuzey.com\\\/index.php\\\/2026\\\/06\\\/17\\\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"https:\\\/\\\/haberkuzey.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Yapay zeka doland\u0131r\u0131c\u0131l\u0131\u011f\u0131 ge\u00e7en y\u0131l d\u00fcnyaya 442 milyar dolar kaybettirdi\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/haberkuzey.com\\\/#website\",\"url\":\"https:\\\/\\\/haberkuzey.com\\\/\",\"name\":\"Haber Kuzey\",\"description\":\"Do\u011fru Haberin Adresi\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/haberkuzey.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/haberkuzey.com\\\/#\\\/schema\\\/person\\\/3372109ec735f9333f4fa47ebb9605ca\",\"name\":\"haberkuzey\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/f5fc875574b1575324358c3b9e6a32b8227aa5b74f3fa22e3cadb63e26fcc39c?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/f5fc875574b1575324358c3b9e6a32b8227aa5b74f3fa22e3cadb63e26fcc39c?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/f5fc875574b1575324358c3b9e6a32b8227aa5b74f3fa22e3cadb63e26fcc39c?s=96&d=mm&r=g\",\"caption\":\"haberkuzey\"},\"sameAs\":[\"https:\\\/\\\/haberkuzey.com\"],\"url\":\"https:\\\/\\\/haberkuzey.com\\\/index.php\\\/author\\\/haberkuzey\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Yapay zeka doland\u0131r\u0131c\u0131l\u0131\u011f\u0131 ge\u00e7en y\u0131l d\u00fcnyaya 442 milyar dolar kaybettirdi - Haber Kuzey","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/haberkuzey.com\/index.php\/2026\/06\/17\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\/","og_locale":"tr_TR","og_type":"article","og_title":"Yapay zeka doland\u0131r\u0131c\u0131l\u0131\u011f\u0131 ge\u00e7en y\u0131l d\u00fcnyaya 442 milyar dolar kaybettirdi - Haber Kuzey","og_description":"
Dijital adli t\u0131p otoritesi olarak kabul edilen Kaliforniya \u00dcniversitesi Berkeley Profes\u00f6r\u00fc Hany Farid, yapay zeka taraf\u0131ndan \u00fcretilen ses ve videolar\u0131 ger\u00e7e\u011finden ay\u0131rt edemedi\u011fini a\u00e7\u0131klad\u0131.
Farid, normal insanlar\u0131n yapay zeka seslerini ay\u0131rt etme oran\u0131n\u0131n y\u00fczde 60 civar\u0131nda kald\u0131\u011f\u0131n\u0131, bunun da yaz\u0131 tura atmaktan farks\u0131z oldu\u011funu belirtti.
K\u00fcresel doland\u0131r\u0131c\u0131l\u0131k zarar\u0131 442 milyar dolara ula\u015ft\u0131 […]","og_url":"https:\/\/haberkuzey.com\/index.php\/2026\/06\/17\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\/","og_site_name":"Haber Kuzey","article_published_time":"2026-06-17T06:56:18+00:00","og_image":[{"url":"https:\/\/trthaberstatic.cdn.wp.trt.com.tr\/resimler\/2430000\/yapay-zeka-2431565.jpg","type":"","width":"","height":""}],"author":"haberkuzey","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"haberkuzey","Tahmini okuma s\u00fcresi":"5 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/haberkuzey.com\/index.php\/2026\/06\/17\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\/#article","isPartOf":{"@id":"https:\/\/haberkuzey.com\/index.php\/2026\/06\/17\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\/"},"author":{"name":"haberkuzey","@id":"https:\/\/haberkuzey.com\/#\/schema\/person\/3372109ec735f9333f4fa47ebb9605ca"},"headline":"Yapay zeka doland\u0131r\u0131c\u0131l\u0131\u011f\u0131 ge\u00e7en y\u0131l d\u00fcnyaya 442 milyar dolar kaybettirdi","datePublished":"2026-06-17T06:56:18+00:00","mainEntityOfPage":{"@id":"https:\/\/haberkuzey.com\/index.php\/2026\/06\/17\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\/"},"wordCount":1083,"commentCount":0,"image":{"@id":"https:\/\/haberkuzey.com\/index.php\/2026\/06\/17\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\/#primaryimage"},"thumbnailUrl":"https:\/\/trthaberstatic.cdn.wp.trt.com.tr\/resimler\/2430000\/yapay-zeka-2431565.jpg","articleSection":["D\u00fcnya"],"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/haberkuzey.com\/index.php\/2026\/06\/17\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/haberkuzey.com\/index.php\/2026\/06\/17\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\/","url":"https:\/\/haberkuzey.com\/index.php\/2026\/06\/17\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\/","name":"Yapay zeka doland\u0131r\u0131c\u0131l\u0131\u011f\u0131 ge\u00e7en y\u0131l d\u00fcnyaya 442 milyar dolar kaybettirdi - Haber Kuzey","isPartOf":{"@id":"https:\/\/haberkuzey.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/haberkuzey.com\/index.php\/2026\/06\/17\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\/#primaryimage"},"image":{"@id":"https:\/\/haberkuzey.com\/index.php\/2026\/06\/17\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\/#primaryimage"},"thumbnailUrl":"https:\/\/trthaberstatic.cdn.wp.trt.com.tr\/resimler\/2430000\/yapay-zeka-2431565.jpg","datePublished":"2026-06-17T06:56:18+00:00","author":{"@id":"https:\/\/haberkuzey.com\/#\/schema\/person\/3372109ec735f9333f4fa47ebb9605ca"},"breadcrumb":{"@id":"https:\/\/haberkuzey.com\/index.php\/2026\/06\/17\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/haberkuzey.com\/index.php\/2026\/06\/17\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\/"]}]},{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/haberkuzey.com\/index.php\/2026\/06\/17\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\/#primaryimage","url":"https:\/\/trthaberstatic.cdn.wp.trt.com.tr\/resimler\/2430000\/yapay-zeka-2431565.jpg","contentUrl":"https:\/\/trthaberstatic.cdn.wp.trt.com.tr\/resimler\/2430000\/yapay-zeka-2431565.jpg"},{"@type":"BreadcrumbList","@id":"https:\/\/haberkuzey.com\/index.php\/2026\/06\/17\/yapay-zeka-dolandiriciligi-gecen-yil-dunyaya-442-milyar-dolar-kaybettirdi\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Anasayfa","item":"https:\/\/haberkuzey.com\/"},{"@type":"ListItem","position":2,"name":"Yapay zeka doland\u0131r\u0131c\u0131l\u0131\u011f\u0131 ge\u00e7en y\u0131l d\u00fcnyaya 442 milyar dolar kaybettirdi"}]},{"@type":"WebSite","@id":"https:\/\/haberkuzey.com\/#website","url":"https:\/\/haberkuzey.com\/","name":"Haber Kuzey","description":"Do\u011fru Haberin Adresi","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/haberkuzey.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":"Person","@id":"https:\/\/haberkuzey.com\/#\/schema\/person\/3372109ec735f9333f4fa47ebb9605ca","name":"haberkuzey","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/secure.gravatar.com\/avatar\/f5fc875574b1575324358c3b9e6a32b8227aa5b74f3fa22e3cadb63e26fcc39c?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/f5fc875574b1575324358c3b9e6a32b8227aa5b74f3fa22e3cadb63e26fcc39c?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/f5fc875574b1575324358c3b9e6a32b8227aa5b74f3fa22e3cadb63e26fcc39c?s=96&d=mm&r=g","caption":"haberkuzey"},"sameAs":["https:\/\/haberkuzey.com"],"url":"https:\/\/haberkuzey.com\/index.php\/author\/haberkuzey\/"}]}},"_links":{"self":[{"href":"https:\/\/haberkuzey.com\/index.php\/wp-json\/wp\/v2\/posts\/42315","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/haberkuzey.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/haberkuzey.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/haberkuzey.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/haberkuzey.com\/index.php\/wp-json\/wp\/v2\/comments?post=42315"}],"version-history":[{"count":0,"href":"https:\/\/haberkuzey.com\/index.php\/wp-json\/wp\/v2\/posts\/42315\/revisions"}],"wp:attachment":[{"href":"https:\/\/haberkuzey.com\/index.php\/wp-json\/wp\/v2\/media?parent=42315"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/haberkuzey.com\/index.php\/wp-json\/wp\/v2\/categories?post=42315"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/haberkuzey.com\/index.php\/wp-json\/wp\/v2\/tags?post=42315"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}![](\"https:\/\/trthaberstatic.cdn.wp.trt.com.tr\/resimler\/2430000\/yapay-zeka-2431565.jpg\")
<\/p>\n