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Let's take a look at how artificial intelligence is transforming the world of visual...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2925823/75234bb2cfed1d2365680488eb00cc61/564x318_1"},"target":"_self","position":"12","reqid":"1769415576963989-7628238247274939997-balancer-l7leveler-kubr-yp-klg-166-BAL","summary":{"isFull":true,"fullTextUrl":"/video/result?ask_summarization=1&numdoc=1&noreask=1&nomisspell=1&parent-reqid=1769415576963989-7628238247274939997-balancer-l7leveler-kubr-yp-klg-166-BAL&text=videoid:17352899564294594995","teaser":[{"list":{"type":"unordered","items":["Bu video, bir konuşmacının yapay zeka teknolojisi hakkında bilgi ve deneyimlerini paylaştığı bir sunum formatındadır. Konuşmacı, kendi kanalında içerik ürettiğini ve yapay zeka teknolojilerini kullandığını belirtmektedir.","Video, yapay zeka teknolojisinin sanat üretimi, metin oluşturma ve görselleştirme yeteneklerini ele alarak başlıyor, ardından yapay zekanın etik kullanımı, insan yaratıcılığı ile yapay zeka arasındaki farklar ve duygusal zeka konusundaki sınırlamaları inceliyor. Konuşmacı, yapay zekanın henüz yaratıcılığı tam olarak kopyalayamadığını, sadece bir araç olduğunu ve etik ve sorumlu bir şekilde kullanılması gerektiğini vurguluyor.","Videoda ayrıca Elon Musk, bilgisayar bilimleri profesörü Fay F. Lee gibi uzmanların yapay zeka hakkındaki görüşleri, Massachusetts Teknoloji Enstitüsü ve Stanford Üniversitesi'nin yapay zeka çalışmaları, YouTube'un yapay zeka ile oluşturulan içerikleri tespit etme önlemleri ve yapay zekanın gelecekte duygu kazanması durumunda ortaya çıkabilecek ahlaki sorunlar gibi konular da ele alınmaktadır."]},"endTime":1631,"title":"Yapay Zeka ve İnsan Yaratıcılığı Üzerine Bir Sunum","beginTime":0}],"fullResult":[{"index":0,"title":"Giriş ve Konu Tanıtımı","list":{"type":"unordered","items":["Sunucu, izleyicilere önemli bir konu ve açıklama anlatacağını belirtiyor.","Dünya ve özellikle görsel içerikler dünyası büyük bir devrimin eşiğine geldiğini ifade ediyor.","Yakın zamanda bağımsız bir şekilde çok şeyin değişeceğini 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etti."]},"beginTime":269,"endTime":356,"href":"/video/preview/17352899564294594995?parent-reqid=1769415576963989-7628238247274939997-balancer-l7leveler-kubr-yp-klg-166-BAL&text=Digital+Transformed&t=269&ask_summarization=1"},{"index":3,"title":"Yapay Zeka'nın Sınırları","list":{"type":"unordered","items":["Yapay zeka uzun metinler konusunda başarısız olmasına rağmen kurgu oluşturma konusunda çok iyi, belgesel, sinema filmi veya korku filmi gibi kurguları çok güzel kurabiliyor.","Program, büyük metinler yapamıyor, yaptığı her metni aynı şablon üzerinden yapıyor ve detay için zorlandığında daha fazla tekrarlamaya başlıyor.","Konuşmacı, bu durumun muhtemelen etik sebeplerle bilerek tasarlandığını ve bu işe yıllarını vermiş insanların haksızlık olmaması için yapıldığını 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kullanılabilir."]},"beginTime":426,"endTime":528,"href":"/video/preview/17352899564294594995?parent-reqid=1769415576963989-7628238247274939997-balancer-l7leveler-kubr-yp-klg-166-BAL&text=Digital+Transformed&t=426&ask_summarization=1"},{"index":5,"title":"Yapay Zeka'nın Görselleştirme Sorunları","list":{"type":"unordered","items":["Yapay zeka görselleştirmede de benzer şablonlar kullanıyor, örneğin 16. yüzyıla ait dünyanın büyük altı şehri ile ilgili ayrıntılı bilgiler sunduğunda, yapılar aynı olmasa da o şehrin belirli motiflerini taşısa da bütün şehirleri aynı kalıp üzerinden görselleştiriyor.","Anlatımlı görselleştirme her program için geçerli değil, bazen ne kadar ayrıntı verilirse verin bir noktada saçmalık yapıyor.","Konuşmacı, Caligula, Timur, Ortaçağ meydan savaşı ve Timur döneminin mutfağı gibi konuları görselleştirmeye çalışırken, programların beklenmedik ve gerçekçi olmayan görseller oluşturduğunu 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esastır."]},"beginTime":690,"endTime":818,"href":"/video/preview/17352899564294594995?parent-reqid=1769415576963989-7628238247274939997-balancer-l7leveler-kubr-yp-klg-166-BAL&text=Digital+Transformed&t=690&ask_summarization=1"},{"index":7,"title":"Yapay Zeka'nın Etik ve Yasal Sınırları","list":{"type":"unordered","items":["Bazı uzmanların yapay zeka konusunda endişeleri var ve konuşmacı da ilerisine yönelik bazı kaygılar taşıyor.","Yapay zeka konusunun en öncü isimlerinden biri olan Jeffrey Hinton'a göre yapay zeka ileride insanların yapabileceği her şeyi yapacak.","Yapay zeka'nın etik ve yasal sınırlar içinde kontrol altında tutulması gerekiyor, çünkü çizgiyi aşmamaları bize bağlıdır."]},"beginTime":818,"endTime":846,"href":"/video/preview/17352899564294594995?parent-reqid=1769415576963989-7628238247274939997-balancer-l7leveler-kubr-yp-klg-166-BAL&text=Digital+Transformed&t=818&ask_summarization=1"},{"index":8,"title":"Yapay Zeka Hakkında Endişeler ve Araştırmalar","list":{"type":"unordered","items":["Elon Musk, yapay zeka teknolojisini medeniyet için en büyük risklerden biri olarak tanımlıyor ve düzenleyici kurumların teknolojinin gelişimini yakından izlemesi gerektiğini vurgulamaktadır.","Bilgisayar bilimleri profesörü Fay F. Lee, yapay zekanın gelişiminin insan merkezli olması gerektiğini ve teknolojiyi geliştirirken insan ihtiyaçlarının önceliklendirilmesi gerektiğini savunuyor.","Massachusetts Teknoloji Enstitüsü'ne göre yapay zekanın karar verme süreçlerinde insanlara göre daha hızlı ve hatasız sonuçlar verebildiği ancak bu sistemlerin nasıl karar verdiğinin tam olarak anlaşılamadığı ve \"kara kutu problemi\" olarak adlandırıldığı belirtilmektedir."]},"beginTime":853,"endTime":925,"href":"/video/preview/17352899564294594995?parent-reqid=1769415576963989-7628238247274939997-balancer-l7leveler-kubr-yp-klg-166-BAL&text=Digital+Transformed&t=853&ask_summarization=1"},{"index":9,"title":"Yapay Zekanın Gelişimi ve Etik Sorunları","list":{"type":"unordered","items":["Stanford Üniversitesi'nin hazırladığı AI Index raporuna göre yapay zekanın performansı son yıllarda önemli ölçüde artmış, ancak bu gelişmeler iş güvenliği, gizlilik ve bireysel özgürlükler gibi alanlarda sorunlar yaratabilir.","Yapay zekanın etik kullanımı için rehberler geliştirilmiş ve bu teknolojilerin insan refahını artırma potansiyelini maksimize etmeye odaklanmışlardır.","Uluslararası çapta ve Avrupa Birliği tarafından belirli etik kurallar seti oluşturulmuş durumda ve bu ilkelerin içinde şeffaflık ve hesap verilebilirlik ilkeleri de yer almaktadır."]},"beginTime":925,"endTime":993,"href":"/video/preview/17352899564294594995?parent-reqid=1769415576963989-7628238247274939997-balancer-l7leveler-kubr-yp-klg-166-BAL&text=Digital+Transformed&t=925&ask_summarization=1"},{"index":10,"title":"YouTube'un Yapay Zeka ile İlgili Önlemleri","list":{"type":"unordered","items":["YouTube, yapay zeka araçları kullanarak oluşturulan veya değiştirilen içeriğin yapay zeka aracılığıyla tespit edilip etiketlenmesini sağlayacak.","İzleyiciler genellikle yapay zeka ile oluşturulmuş görselleri gerçeğinden ayırt edemezler, bu nedenle YouTube bu tür içerikleri gerçeğinden ayırt edilemeyen içeriklerde yapay zeka kullanıldığını açıklamayı zorunlu kıldı.","Yapay zeka ile oluşturulmuş sahte görseller ve sesler, haksız rekabete ve insanların haklarına girmeye neden olabilir, bu nedenle YouTube bu konuda gerekli önlemleri almaya devam edecektir."]},"beginTime":993,"endTime":1113,"href":"/video/preview/17352899564294594995?parent-reqid=1769415576963989-7628238247274939997-balancer-l7leveler-kubr-yp-klg-166-BAL&text=Digital+Transformed&t=993&ask_summarization=1"},{"index":11,"title":"Yapay Zekanın İnsan Haklarına Saygı Göstermesi","list":{"type":"unordered","items":["Elektrik ve Elektronik Mühendisleri Enstitüsü, yapay zekanın insan haklarına saygı göstermesi ve tüm kullanıcıların faydasına olacak şekilde tasarlanması gerektiğini belirten etik bir kod yayınlamıştır.","Teknolojinin hızlı gelişmesine rağmen insan yaratıcılığı ve duygusallığı gibi özellikler yapay zekanın tam anlamıyla taklit edemediği ve yerine geçemediği unsurlardır.","Yapay zeka belirli parametreler ve önceden tanımlanmış veri setleri doğrultusunda çalışır, bu süreçler belirli bir dereceye kadar yaratıcılık gösterebilir gibi görünse de, insanların sergilediği spontane, esnek ve sınırsız yaratıcılık seviyesine ulaşamıyorlar."]},"beginTime":1113,"endTime":1189,"href":"/video/preview/17352899564294594995?parent-reqid=1769415576963989-7628238247274939997-balancer-l7leveler-kubr-yp-klg-166-BAL&text=Digital+Transformed&t=1113&ask_summarization=1"},{"index":12,"title":"Yapay Zekanın Duygusal Yetenekleri","list":{"type":"unordered","items":["İnsanlar duygusal zeka sayesinde duygularını anlama, ifade etme, ilişkilerini yönetme ve çözüm üretme için kullanma kapasitesine sahiptir.","Yapay zeka uygulamaları duygusal tepkileri taklit edebilir veya insan duygusal durumlarını analiz edebilir, ancak bu tepkileri gerçek anlamda hissedemez.","İnsanı insan yapan özellikler empati ve anlayıştır; insanlar başka insanların duygularını anlayabilme ve kendini onun yerine koyabilme yeteneğine sahiptir, ancak yapay zeka bu tür duygusal bağlantıları 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