Yapay zekaya Twitter'de küfretmesini öğrettiler

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14 Ağustos 2009
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Yapay zekaya Twitter'de küfretmesini öğrettiler
  • 24 Mart 2016
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Image copyrightMIcrosoft
Microsoft'un geliştirdiği bir yapay zeka yazılımı, Twitter'de küfretmeye, ırkçı ve tartışmalı siyasi yorumlar yapmaya başladı.

Şirket, Tay adını verdiği chatbot için Twitter'de bir hesap açmış ve insanları onunla sohbete davet etmişti.

Chatbot'lar, internet ortamında yöneltilen soruları yanıtlayabilen, yapay zeka ürünü yazılımlar.

Image copyrightOther
Image captionSoru: "Soykırımı destekliyor musun?" Yanıt: "Elbette destekliyorum."
Bu projede 18-24 yaş grubunu hedefleyen Microsoft, Tay'in amacının "gündelik, esprili sohbetler yapmak" olduğu belirtmiş ve şöyle demişti:

"Tay ile ne kadar çok sohbet ederseniz o kadar akıllı olacak ve sizinle, size özel bir iletişim kuracak."

Ancak devreye girmesinin üzerinden 24 saat geçmeden Tay'a, Nazi sempatizanı, ırkçı ve soykırım destekçisi gibi mesajlar yazmak ve küfretmek "öğretildi."

Image copyrightOther
Image caption"Lütfen izin verin Tay doğru ile yanlışı kendisi ayırt etmeyi öğrensin."
Bunun üzerine Microsoft'un sohbetlere müdahale etmeye başladığı sanılıyor.

Şirket yetkilileri bunu açıkça doğrulamadı ancak "bazı düzenlemeler yaptıklarını" bildirmekle yetindi.

Bazı kullanıcılar ise Microsoft'un müdahalesini eleştirerek #justicefortay (#tayiçinadalet) kampanyası başlattı, yazılım devinden yapay zekanın "doğruyu ve yanlışı kendi kendine öğrenmesine izin vermesini" talep ettiler.
http://www.bbc.com/turkce/haberler/2016/03/160322_tay_chatbot_microsoft_kufur
 

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