{"id":1688,"date":"2026-04-17T12:35:57","date_gmt":"2026-04-17T09:35:57","guid":{"rendered":"https:\/\/aion.batuhandelice.com\/?page_id=1688"},"modified":"2026-04-17T12:38:37","modified_gmt":"2026-04-17T09:38:37","slug":"yapay-zekada-insan-gozetimi-human-oversight-nasil-kurulur","status":"publish","type":"page","link":"https:\/\/aion.batuhandelice.com\/index.php\/yapay-zekada-insan-gozetimi-human-oversight-nasil-kurulur\/","title":{"rendered":"Yapay Zek\u00e2da “\u0130nsan G\u00f6zetimi” (Human Oversight) Nas\u0131l Kurulur?"},"content":{"rendered":"\t\t
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Yapay Zekan\u0131n\u0131 G\u00fcc\u00fc \u0130nsan G\u00f6zetiminde<\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Yapay zek\u00e2da “insan g\u00f6zetimi” (human oversight), yapay zek\u00e2 sistemlerinin sorumlu, etik ve \u015feffaf bir \u015fekilde kullan\u0131lmas\u0131n\u0131 g\u00fcvence alt\u0131na almak i\u00e7in kurgulanan kritik bir mekanizmad\u0131r. ISO\/IEC 42001 Yapay Zek\u00e2 Y\u00f6netim Sistemi standard\u0131 ve Avrupa Birli\u011fi Yapay Zek\u00e2 Yasas\u0131 (EU AI Act) gibi \u00e7er\u00e7eveler; hesap verebilirlik ve \u015feffafl\u0131k beklentilerini kar\u015f\u0131lamak ad\u0131na insan g\u00f6zetimini temel bir \u015fart olarak konumland\u0131r\u0131r.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Etki De\u011ferlendirmesi ile G\u00f6zetim \u0130htiyac\u0131n\u0131n Belirlenmesi<\/div>
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\u0130nsan g\u00f6zetimi hedeflerinin, yapay zek\u00e2 sisteminin ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fcn hangi a\u015famalar\u0131nda devreye al\u0131naca\u011f\u0131 \u00f6nceden planlanmal\u0131d\u0131r. \u0130htiya\u00e7 duyulan g\u00f6zetimin seviyesi, yap\u0131lacak Yapay Zek\u00e2 Sistemi Etki De\u011ferlendirmesi (AI System Impact Assessment) sonu\u00e7lar\u0131na g\u00f6re belirlenmelidir. \u00d6zellikle sistemin ger\u00e7ek ki\u015filer \u00fczerinde olas\u0131 bir etkisi varsa insan g\u00f6zetimi gereksinimleri (s\u00fcre\u00e7ler ve ara\u00e7lar d\u00e2hil) mutlaka tan\u0131mlanmal\u0131d\u0131r.<\/div><\/div>
Kararlara M\u00fcdahale Edebilen \u0130nsan \u0130ncelemeciler Atanmas\u0131<\/div>
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Sisteme entegre edilecek insan g\u00f6zetmenler, yapay zek\u00e2n\u0131n \u00fcretti\u011fi \u00e7\u0131kt\u0131lar\u0131 sadece izlemekle kalmamal\u0131d\u0131r. Bu ki\u015filere, yapay zek\u00e2 taraf\u0131ndan al\u0131nan kararlar\u0131 ge\u00e7ersiz k\u0131lma (override) yetkisi verilmelidir.<\/div><\/div>
Personel E\u011fitimi ve Yetkinlik Sa\u011flanmas\u0131<\/div>
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\u0130nsan g\u00f6zetimi faaliyetlerinde g\u00f6rev alacak personelin yetkinli\u011fi hayati \u00f6nem ta\u015f\u0131r. Bu personelin; sistemin talimatlar\u0131, dok\u00fcmantasyonu ve insan g\u00f6zetimi hedeflerini kar\u015f\u0131lamak i\u00e7in y\u00fcr\u00fctecekleri spesifik g\u00f6revler hakk\u0131nda bilgilendirilmesi, e\u011fitilmesi ve s\u00fcreci tam olarak anlamas\u0131 sa\u011flanmal\u0131d\u0131r.<\/div><\/div>
Performans \u0130zleme ve Geri Bildirim Mekanizmalar\u0131<\/div>
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\u0130nsan g\u00f6zetimi, yapay zek\u00e2 \u00e7\u0131kt\u0131lar\u0131n\u0131n do\u011frulu\u011fu da d\u00e2hil olmak \u00fczere sistem performans\u0131n\u0131n s\u00fcrekli olarak izlenmesini i\u00e7erir. G\u00f6zetmenlerin, sistem \u00e7\u0131kt\u0131lar\u0131n\u0131n ilgili taraflara etkileri veya sistemin performans\u0131ndaki sapmalar hakk\u0131nda endi\u015felerini raporlayabilecekleri \u015feffaf bir mekanizma kurulmal\u0131d\u0131r.<\/div><\/div>
Tam Otomasyonun Sorgulanmas\u0131 ve Uygunluk Kontrol\u00fc<\/div>
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Her s\u00fcrecin tamamen yapay zek\u00e2ya devredilmesi do\u011fru olmayabilir. Tamamen otomatik karar alma mekanizmas\u0131n\u0131n, sistemin kullan\u0131m amac\u0131na ve sorumlu yapay zek\u00e2 kullan\u0131m ilkelerine uygun olup olmad\u0131\u011f\u0131 dikkatlice de\u011ferlendirilmeli, gerekti\u011finde manuel kontrol ad\u0131mlar\u0131 s\u00fcre\u00e7te tutulmal\u0131d\u0131r. Ayr\u0131ca sistemin, kullan\u0131m talimatlar\u0131na g\u00f6re \"kabul edilebilir kullan\u0131m\" i\u00e7in gerektirdi\u011fi insan g\u00f6zetimi standartlar\u0131na sahip oldu\u011fu garanti edilmelidir.<\/div><\/div>
What Can Image Generator AI Be Used For?<\/div>
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Image generator AI is a specific type of AI that is focused on creating images, whereas other types of AI may be focused on tasks like natural language processing, decision-making, or pattern recognition.<\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Yapay Zekan\u0131n\u0131 G\u00fcc\u00fc \u0130nsan G\u00f6zetiminde Yapay zek\u00e2da “insan g\u00f6zetimi” (human oversight), yapay zek\u00e2 sistemlerinin sorumlu, etik ve \u015feffaf bir \u015fekilde kullan\u0131lmas\u0131n\u0131 g\u00fcvence alt\u0131na almak i\u00e7in kurgulanan kritik bir mekanizmad\u0131r. ISO\/IEC 42001 Yapay Zek\u00e2 Y\u00f6netim Sistemi standard\u0131 ve Avrupa Birli\u011fi Yapay Zek\u00e2 Yasas\u0131 (EU AI Act) gibi \u00e7er\u00e7eveler; hesap verebilirlik ve \u015feffafl\u0131k beklentilerini kar\u015f\u0131lamak ad\u0131na insan […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1688","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/aion.batuhandelice.com\/index.php\/wp-json\/wp\/v2\/pages\/1688","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aion.batuhandelice.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/aion.batuhandelice.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/aion.batuhandelice.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aion.batuhandelice.com\/index.php\/wp-json\/wp\/v2\/comments?post=1688"}],"version-history":[{"count":4,"href":"https:\/\/aion.batuhandelice.com\/index.php\/wp-json\/wp\/v2\/pages\/1688\/revisions"}],"predecessor-version":[{"id":1692,"href":"https:\/\/aion.batuhandelice.com\/index.php\/wp-json\/wp\/v2\/pages\/1688\/revisions\/1692"}],"wp:attachment":[{"href":"https:\/\/aion.batuhandelice.com\/index.php\/wp-json\/wp\/v2\/media?parent=1688"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}