{"status":true,"post":{"id":56480,"user_id":27,"status":1,"type":1,"orde":null,"notification_type":3,"static_post":0,"published_at":"2024-10-21 07:36:00","created_at":"2024-10-21T04:36:00.000000Z","updated_at":"2024-10-21T04:36:00.000000Z","edited_at":"2024-12-17 22:35:21","source_id":null,"post_id":56480,"is_featured":0,"title":"Kendi kendine \u00f6\u011frenen otonom ajanlar","slider_title":null,"slider_title_2":null,"slider_spot_title":null,"slider_spot_title_2":null,"home_title":null,"sub_title":null,"category_id":73,"description":"DO\u00c7. DR. ADNAN ERTEMEL","content":"<p id=\"isPasted\" style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>Dijital d\u00fcnyan\u0131n bir sonraki b\u00fcy\u00fck s\u0131\u00e7ramas\u0131, kendi kendine \u00f6\u011frenen yapay zeka ajanlar\u0131n\u0131n devreye girmesiyle ger\u00e7ekle\u015fiyor. Bu ajanlar, klasik yapay zeka uygulamalar\u0131n\u0131n aksine, insan m\u00fcdahalesine gerek duymadan geli\u015febiliyor. Yani, insan\u0131n besledi\u011fi verilerle de\u011fil, otonom olarak \u00f6\u011frenme ve evrim ge\u00e7irme kabiliyetine sahipler. Bu de\u011fi\u015fim, teknoloji, sa\u011fl\u0131k, finans gibi bir\u00e7ok sekt\u00f6rde b\u00fcy\u00fck bir devrim yaratma potansiyeline sahip.<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>\u00a0<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>Kendi kendine \u00f6\u011frenen yapay zeka nas\u0131l \u00e7al\u0131\u015f\u0131r?<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>\u00a0<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>Bu ajanlar\u0131n en \u00f6nemli \u00f6zelli\u011fi, beyin yap\u0131s\u0131na benzer \u015fekilde \u00f6\u011frenebilmesi. Sinir a\u011flar\u0131 ve derin \u00f6\u011frenme algoritmalar\u0131, deneyimlerden ders \u00e7\u0131karma yetisi kazand\u0131r\u0131yor. Ayr\u0131ca, takviye \u00f6\u011frenme ad\u0131 verilen bir s\u00fcre\u00e7le, ajanlar deneme-yan\u0131lma y\u00f6ntemiyle performanslar\u0131n\u0131 s\u00fcrekli iyile\u015ftiriyor. Evrimsel algoritmalar da ajanlar\u0131n do\u011fal seleksiyon gibi en verimli stratejileri zamanla se\u00e7mesine olanak tan\u0131yor.<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>\u00a0<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><strong><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>OTONOM YAPAY ZEKA \u0130LE \u0130NSAN \u0130\u015eB\u0130RL\u0130\u011e\u0130<\/span><\/strong><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>\u00a0<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>Bu yeni yapay zeka nesli, yaln\u0131zca g\u00f6revleri yerine getirmekle kalm\u0131yor; ayn\u0131 zamanda insanlarla birlikte \u00e7al\u0131\u015farak, yeni \u00e7evrelere ve zorluklara uyum sa\u011flayabiliyor. Bu ajanlar, veri analizi ve karar verme s\u00fcre\u00e7lerinde insan girdisine daha az ihtiya\u00e7 duyarak i\u015fletmelere zaman ve kaynak tasarrufu sa\u011fl\u0131yor.<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>\u00a0<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>Bu teknoloji sayesinde m\u00fc\u015fteri hizmetlerinde kullan\u0131lan chatbotlar da etkile\u015fimler yoluyla kendilerini geli\u015ftirerek daha etkili ve verimli hale getirecek. Ayr\u0131ca, ak\u0131ll\u0131 \u015fehirler ve enerji y\u00f6netimi gibi alanlarda ger\u00e7ek zamanl\u0131 veri analizlerine dayal\u0131 iyile\u015ftirmeler yapmalar\u0131 m\u00fcmk\u00fcn hale geliyor.<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>\u00a0<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>Kendi kendine \u00f6\u011frenen yapay zeka ajanlar\u0131 sayesinde m\u00fczik, sanat ve edebiyat gibi yarat\u0131c\u0131 alanlarda izleyici geri bildirimlerine g\u00f6re evrilen eserler \u00fcretebilecek. Ki\u015fisel asistanlar ise kullan\u0131c\u0131lar\u0131n\u0131n tercihlerini \u00f6\u011frenerek, onlar\u0131 bir ad\u0131m \u00f6nceden tahmin edebilecek. Bu teknolojilerin ba\u011f\u0131ms\u0131z geli\u015fme yetenekleri, sorumluluk ve etikle ilgili bir\u00e7ok soruyu da beraberinde getiriyor. Otonom yapay zekan\u0131n yanl\u0131\u015f kararlar\u0131 kimin sorumlulu\u011funda olacak? Yapay zekan\u0131n edindi\u011fi \u00f6nyarg\u0131lar nas\u0131l kontrol edilecek? Ayr\u0131ca, bu ajanlar\u0131n i\u015f d\u00fcnyas\u0131nda insanlar\u0131 yerinden etme potansiyeli nas\u0131l y\u00f6netilmeli?<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>\u00a0<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>Kendi kendine \u00f6\u011frenen yapay zeka ajanlar\u0131n\u0131n insan zekas\u0131n\u0131 belirli alanlarda a\u015fma potansiyeli olduk\u00e7a heyecan verici. Ancak, bu geli\u015fimin insan de\u011ferleri ve toplumsal hedeflerle uyumlu ilerlemesi i\u00e7in denetim mekanizmalar\u0131n\u0131n kurulmas\u0131 gerekiyor. Yapay zeka, her ne kadar ba\u011f\u0131ms\u0131z bir geli\u015fim g\u00f6sterebilse de gelece\u011fin insan ve yapay zeka i\u015fbirli\u011finde \u015fekillenece\u011fi a\u00e7\u0131k.<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>\u00a0<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>Bu yeni yapay zeka \u00e7a\u011f\u0131, teknolojinin s\u0131n\u0131rlar\u0131n\u0131 yeniden belirlerken, insan yarat\u0131c\u0131l\u0131\u011f\u0131 ile yapay zekan\u0131n hesaplama g\u00fcc\u00fc aras\u0131ndaki i\u015fbirli\u011fi, dijital d\u00fcnyada b\u00fcy\u00fck d\u00f6n\u00fc\u015f\u00fcmlere neden olacak.<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><br><\/p><p id=\"isPasted\" style=\"margin: 0cm 0cm 0.0001pt; line-height: normal; font-size: 15px; font-family: Calibri, sans-serif; text-align: right;\"><strong><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>adnan.ertemel@gmail.com<\/span><\/strong><\/p>","slug":"kendi-kendine-ogrenen-otonom-ajanlar","tags":null,"meta_title":"Kendi kendine \u00f6\u011frenen otonom ajanlar","meta_description":null,"meta_keywords":null,"news_cover_min":"\/front\/uploads\/blog\/thumbnail\/1729458000WznN1HFpLQ0HyeK.webp","news_cover":null,"news_video_min":null,"news_video":null,"view_count":4229,"cropped_1200x675":null,"user":{"id":27,"name":"ADNAN VEYSEL","surname":"ERTEMEL","email":"doc-dr-adnan-veysel-ertemel@gmail.com","slug":"doc-dr-adnan-veysel-ertemel","avatar":"\/front\/uploads\/avatar\/17336916001r1LpO2XUqa1CPY.webp","status":1,"role":1,"email_verified_at":null,"orde":null,"created_at":"2022-10-24T10:50:02.000000Z","updated_at":"2024-12-18T09:48:24.000000Z","seo_title":null,"seo_description":null},"translations":[{"id":56606,"is_featured":0,"is_amp":0,"is_ads":0,"ads_link":null,"post_id":56480,"locale":"tr","category_id":73,"title":"Kendi kendine \u00f6\u011frenen otonom ajanlar","home_title":null,"sub_title":null,"slider_title":null,"slider_title_2":null,"slider_spot_title":null,"slider_spot_title_2":null,"subtitleuse":0,"description":"DO\u00c7. DR. ADNAN ERTEMEL","content":"<p id=\"isPasted\" style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>Dijital d\u00fcnyan\u0131n bir sonraki b\u00fcy\u00fck s\u0131\u00e7ramas\u0131, kendi kendine \u00f6\u011frenen yapay zeka ajanlar\u0131n\u0131n devreye girmesiyle ger\u00e7ekle\u015fiyor. Bu ajanlar, klasik yapay zeka uygulamalar\u0131n\u0131n aksine, insan m\u00fcdahalesine gerek duymadan geli\u015febiliyor. Yani, insan\u0131n besledi\u011fi verilerle de\u011fil, otonom olarak \u00f6\u011frenme ve evrim ge\u00e7irme kabiliyetine sahipler. Bu de\u011fi\u015fim, teknoloji, sa\u011fl\u0131k, finans gibi bir\u00e7ok sekt\u00f6rde b\u00fcy\u00fck bir devrim yaratma potansiyeline sahip.<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>\u00a0<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>Kendi kendine \u00f6\u011frenen yapay zeka nas\u0131l \u00e7al\u0131\u015f\u0131r?<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>\u00a0<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>Bu ajanlar\u0131n en \u00f6nemli \u00f6zelli\u011fi, beyin yap\u0131s\u0131na benzer \u015fekilde \u00f6\u011frenebilmesi. Sinir a\u011flar\u0131 ve derin \u00f6\u011frenme algoritmalar\u0131, deneyimlerden ders \u00e7\u0131karma yetisi kazand\u0131r\u0131yor. Ayr\u0131ca, takviye \u00f6\u011frenme ad\u0131 verilen bir s\u00fcre\u00e7le, ajanlar deneme-yan\u0131lma y\u00f6ntemiyle performanslar\u0131n\u0131 s\u00fcrekli iyile\u015ftiriyor. Evrimsel algoritmalar da ajanlar\u0131n do\u011fal seleksiyon gibi en verimli stratejileri zamanla se\u00e7mesine olanak tan\u0131yor.<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>\u00a0<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><strong><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>OTONOM YAPAY ZEKA \u0130LE \u0130NSAN \u0130\u015eB\u0130RL\u0130\u011e\u0130<\/span><\/strong><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>\u00a0<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>Bu yeni yapay zeka nesli, yaln\u0131zca g\u00f6revleri yerine getirmekle kalm\u0131yor; ayn\u0131 zamanda insanlarla birlikte \u00e7al\u0131\u015farak, yeni \u00e7evrelere ve zorluklara uyum sa\u011flayabiliyor. Bu ajanlar, veri analizi ve karar verme s\u00fcre\u00e7lerinde insan girdisine daha az ihtiya\u00e7 duyarak i\u015fletmelere zaman ve kaynak tasarrufu sa\u011fl\u0131yor.<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>\u00a0<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>Bu teknoloji sayesinde m\u00fc\u015fteri hizmetlerinde kullan\u0131lan chatbotlar da etkile\u015fimler yoluyla kendilerini geli\u015ftirerek daha etkili ve verimli hale getirecek. Ayr\u0131ca, ak\u0131ll\u0131 \u015fehirler ve enerji y\u00f6netimi gibi alanlarda ger\u00e7ek zamanl\u0131 veri analizlerine dayal\u0131 iyile\u015ftirmeler yapmalar\u0131 m\u00fcmk\u00fcn hale geliyor.<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>\u00a0<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>Kendi kendine \u00f6\u011frenen yapay zeka ajanlar\u0131 sayesinde m\u00fczik, sanat ve edebiyat gibi yarat\u0131c\u0131 alanlarda izleyici geri bildirimlerine g\u00f6re evrilen eserler \u00fcretebilecek. Ki\u015fisel asistanlar ise kullan\u0131c\u0131lar\u0131n\u0131n tercihlerini \u00f6\u011frenerek, onlar\u0131 bir ad\u0131m \u00f6nceden tahmin edebilecek. Bu teknolojilerin ba\u011f\u0131ms\u0131z geli\u015fme yetenekleri, sorumluluk ve etikle ilgili bir\u00e7ok soruyu da beraberinde getiriyor. Otonom yapay zekan\u0131n yanl\u0131\u015f kararlar\u0131 kimin sorumlulu\u011funda olacak? Yapay zekan\u0131n edindi\u011fi \u00f6nyarg\u0131lar nas\u0131l kontrol edilecek? Ayr\u0131ca, bu ajanlar\u0131n i\u015f d\u00fcnyas\u0131nda insanlar\u0131 yerinden etme potansiyeli nas\u0131l y\u00f6netilmeli?<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>\u00a0<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>Kendi kendine \u00f6\u011frenen yapay zeka ajanlar\u0131n\u0131n insan zekas\u0131n\u0131 belirli alanlarda a\u015fma potansiyeli olduk\u00e7a heyecan verici. Ancak, bu geli\u015fimin insan de\u011ferleri ve toplumsal hedeflerle uyumlu ilerlemesi i\u00e7in denetim mekanizmalar\u0131n\u0131n kurulmas\u0131 gerekiyor. Yapay zeka, her ne kadar ba\u011f\u0131ms\u0131z bir geli\u015fim g\u00f6sterebilse de gelece\u011fin insan ve yapay zeka i\u015fbirli\u011finde \u015fekillenece\u011fi a\u00e7\u0131k.<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>\u00a0<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>Bu yeni yapay zeka \u00e7a\u011f\u0131, teknolojinin s\u0131n\u0131rlar\u0131n\u0131 yeniden belirlerken, insan yarat\u0131c\u0131l\u0131\u011f\u0131 ile yapay zekan\u0131n hesaplama g\u00fcc\u00fc aras\u0131ndaki i\u015fbirli\u011fi, dijital d\u00fcnyada b\u00fcy\u00fck d\u00f6n\u00fc\u015f\u00fcmlere neden olacak.<\/span><\/p><p style='margin-top:0cm;margin-right:0cm;margin-bottom:.0001pt;margin-left:0cm;line-height:normal;font-size:15px;font-family:\"Calibri\",sans-serif;'><br><\/p><p id=\"isPasted\" style=\"margin: 0cm 0cm 0.0001pt; line-height: normal; font-size: 15px; font-family: Calibri, sans-serif; text-align: right;\"><strong><span style='font-size:16px;font-family:\"Helvetica\",sans-serif;'>adnan.ertemel@gmail.com<\/span><\/strong><\/p>","slug":"kendi-kendine-ogrenen-otonom-ajanlar","orjinalimage":"\/front\/uploads\/blog\/thumbnail\/1729458000WznN1HFpLQ0HyeK.webp","news_cover_min":"\/front\/uploads\/blog\/thumbnail\/1729458000WznN1HFpLQ0HyeK.webp","news_cover":null,"news_video_min":null,"news_video":null,"cropped_638x552":null,"cropped_310x208":null,"cropped_416x247":null,"cropped_197x247":null,"cropped_416x600":null,"cropped_1200x675":null,"tags":null,"meta_title":"Kendi kendine \u00f6\u011frenen otonom ajanlar","meta_description":null,"meta_keywords":null,"view_count":4229,"yt":0,"ytid":"","ytimage":null,"imgdate":"2024-11-20 06:42:00","cuff_cover":null,"cropped_358x214":null,"cropped_842x474":null}]}}