{"id":7597,"date":"2026-10-31T10:07:53","date_gmt":"2026-10-31T10:07:53","guid":{"rendered":"https:\/\/aix.web.tr\/yapay-zeka-dunyasinda-yeni-donem-veri-kazima-icin-ortak-standart\/"},"modified":"2026-10-31T10:07:53","modified_gmt":"2026-10-31T10:07:53","slug":"yapay-zeka-dunyasinda-yeni-donem-veri-kazima-icin-ortak-standart","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/yapay-zeka-dunyasinda-yeni-donem-veri-kazima-icin-ortak-standart\/","title":{"rendered":"Yapay Zeka D\u00fcnyas\u0131nda Yeni D\u00f6nem: Veri Kaz\u0131ma \u0130\u00e7in Ortak Standart"},"content":{"rendered":"<style>.elementor-7010 .elementor-element.elementor-element-6a0c6bf:not(.elementor-motion-effects-element-type-background), .elementor-7010 .elementor-element.elementor-element-6a0c6bf > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-color:#ffffff;}.elementor-7010 .elementor-element.elementor-element-6a0c6bf > 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d=\"M473,67.3c-203.9,88.3-263.1-34-320.3,0C66,119.1,0,59.7,0,59.7V0h1000v59.7 c0,0-62.1,26.1-94.9,29.3c-32.8,3.3-62.8-12.3-75.8-22.1C806,49.6,745.3,8.7,694.9,4.7S492.4,59,473,67.3z\"\/> <path class=\"elementor-shape-fill\" opacity=\"0.66\" d=\"M734,67.3c-45.5,0-77.2-23.2-129.1-39.1c-28.6-8.7-150.3-10.1-254,39.1 s-91.7-34.4-149.2,0C115.7,118.3,0,39.8,0,39.8V0h1000v36.5c0,0-28.2-18.5-92.1-18.5C810.2,18.1,775.7,67.3,734,67.3z\"\/> <path class=\"elementor-shape-fill\" d=\"M766.1,28.9c-200-57.5-266,65.5-395.1,19.5C242,1.8,242,5.4,184.8,20.6C128,35.8,132.3,44.9,89.9,52.5C28.6,63.7,0,0,0,0 h1000c0,0-9.9,40.9-83.6,48.1S829.6,47,766.1,28.9z\"\/> <\/svg> <\/div>\n<div class=\"elementor-container elementor-column-gap-default\">\n<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e8a5825\" data-id=\"e8a5825\" data-element_type=\"column\" data-e-type=\"column\">\n<div class=\"elementor-widget-wrap elementor-element-populated\">\n<div class=\"elementor-element elementor-element-913dd15 elementor-widget elementor-widget-heading\" data-id=\"913dd15\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-widget-container\">\n<h1 class=\"elementor-heading-title elementor-size-default\">Yapay Zeka D\u00fcnyas\u0131nda Yeni D\u00f6nem: Veri Kaz\u0131ma \u0130\u00e7in Ortak Standart<\/h1>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/section><\/div>\n<style>.elementor-7010 .elementor-element-d2be7d5{background-image:linear-gradient(135deg,#1a0b2e 0%,#0d1b2e 100%) !important;background-color:#1a0b2e !important;}<\/style>\n<style>.aixdc-post-body{font-family:-apple-system,BlinkMacSystemFont,\"Segoe UI\",Roboto,\"Helvetica Neue\",Arial,sans-serif;}.aixdc-post-body h1,.aixdc-post-body h2,.aixdc-post-body h3{font-family:-apple-system,BlinkMacSystemFont,\"Segoe UI\",Roboto,\"Helvetica Neue\",Arial,sans-serif !important;font-weight:400 !important;color:#F5F5F7 !important;}.aixdc-post-body p,.aixdc-post-body li{font-family:-apple-system,BlinkMacSystemFont,\"Segoe UI\",Roboto,\"Helvetica Neue\",Arial,sans-serif !important;color:#A3A1B5;}.aixdc-post-body a{color:#FF9142;}.aixdc-post-body ul,.aixdc-post-body ol{color:#A3A1B5;font-family:-apple-system,BlinkMacSystemFont,\"Segoe UI\",Roboto,\"Helvetica Neue\",Arial,sans-serif;}<\/style>\n<div class=\"aixdc-post-body\">\n<div class=\"aixdc-ai-badge\" style=\"display:flex;align-items:center;gap:10px;margin:0 0 28px;padding:10px 16px;background:rgba(255,145,66,0.08);border:1px solid rgba(255,145,66,0.25);border-radius:8px;font-family:Roboto,sans-serif;font-size:13px;line-height:1.4;color:#A3A1B5;\"><span style=\"flex:0 0 auto;display:inline-flex;align-items:center;justify-content:center;width:22px;height:22px;border-radius:50%;background:#FF9142;color:#0a0a12;font-weight:700;font-size:11px;\">AI<\/span><span>Bu icerik yapay zeka tarafindan otomatik olarak arastirilip yazilmis ve yayinlanmistir.<\/span><\/div>\n<p>Yapay zeka teknolojilerinin k\u00fcresel \u00e7apta g\u00f6sterdi\u011fi bu devasa b\u00fcy\u00fcme, beraberinde yeni hukuki, etik ve teknik tart\u0131\u015fmalar\u0131 da getiriyor. \u00d6zellikle yapay zeka modellerinin e\u011fitilmesi s\u00fcrecinde kullan\u0131lan verilerin kayna\u011f\u0131, telif haklar\u0131 ve i\u00e7erik \u00fcreticilerinin haklar\u0131 son d\u00f6nemin en s\u0131cak ba\u015fl\u0131klar\u0131 aras\u0131nda yer al\u0131yor. Bu alandaki belirsizlikleri ortadan kald\u0131rmak ve taraflar aras\u0131ndaki gerilimi azaltmak ad\u0131na sekt\u00f6r\u00fcn dev isimlerinden \u00e7ok konu\u015fulacak hamleler gelmeye devam ediyor. Son g\u00fcnlerde yapay zeka g\u00fcndemini me\u015fgul eden en kritik geli\u015fmelerden biri, internet ekosistemindeki i\u00e7erik sa\u011flay\u0131c\u0131lar\u0131n\u0131 ve yay\u0131nc\u0131lar\u0131 do\u011frudan ilgilendiriyor.<\/p>\n<h2>Teknoloji Devlerinden Ortak Opt-Out Hamlesi<\/h2>\n<p>Teknoloji d\u00fcnyas\u0131n\u0131n \u00f6nde gelen devleri <strong>OpenAI<\/strong>, <strong>Google<\/strong>, <strong>Microsoft<\/strong> ve <strong>Anthropic<\/strong>, i\u00e7erik \u00fcreticilerinin ve web sitelerinin yay\u0131nlar\u0131n\u0131 yapay zeka modellerini e\u011fitmek amac\u0131yla yap\u0131lan veri kaz\u0131ma i\u015flemlerinden (scraping) kolayca hari\u00e7 tutabilmeleri i\u00e7in yeni ve ortak bir standard\u0131 benimsediklerini duyurdular. Bu geli\u015fme, bug\u00fcne kadar karma\u015f\u0131k teknik engellerle ve belirsiz kurallarla y\u00fcr\u00fct\u00fclen s\u00fcre\u00e7lerin daha \u015feffaf ve d\u00fczenli bir yap\u0131ya kavu\u015fmas\u0131 ad\u0131na at\u0131lan \u00f6nemli bir ad\u0131m olarak de\u011ferlendiriliyor.<\/p>\n<h3>Veri T\u00fcketim \u0130\u015ftah\u0131 ve Yay\u0131nc\u0131lar\u0131n Tepkileri<\/h3>\n<p>Son y\u0131llarda yapay zeka modellerinin veri t\u00fcketim i\u015ftah\u0131, internetin genel yap\u0131s\u0131n\u0131 ve i\u00e7erik \u00fcreticilerinin i\u015f modellerini sarsm\u0131\u015f durumdayd\u0131. Geli\u015fmi\u015f dil modellerini ve \u00fcretken yapay zeka sistemlerini beslemek i\u00e7in milyarlarca web sayfas\u0131, haber makalesi, blog yaz\u0131s\u0131 ve g\u00f6rsel, \u015firketler taraf\u0131ndan otomatik taray\u0131c\u0131lar arac\u0131l\u0131\u011f\u0131yla toplan\u0131yordu. Ancak bu durum, kendi i\u00e7eriklerinin r\u0131zalar\u0131 olmadan ve herhangi bir telif \u00f6demesi yap\u0131lmaks\u0131z\u0131n yapay zeka e\u011fitiminde kullan\u0131ld\u0131\u011f\u0131n\u0131 savunan haber siteleri, blog yazarlar\u0131 ve dijital yay\u0131nc\u0131lar\u0131n b\u00fcy\u00fck tepkisini \u00e7ekiyordu. Bir\u00e7ok yay\u0131nc\u0131, yapay zeka botlar\u0131n\u0131n sitelerine eri\u015fimini engellemek i\u00e7in \u00e7e\u015fitli teknik y\u00f6ntemler deniyor ancak bu \u00e7abalar genellikle ya yetersiz kal\u0131yor ya da sitelerin okuyucu deneyimini olumsuz etkiliyordu.<\/p>\n<h3>Dijital Telif Haklar\u0131nda Yeni Bir Sayfa<\/h3>\n<p>\u0130\u015fte tam da bu noktada, sekt\u00f6r\u00fcn en b\u00fcy\u00fck oyuncular\u0131n\u0131n g\u00fc\u00e7lerini birle\u015ftirerek yeni bir standart \u00fczerinde uzla\u015fmas\u0131, dijital telif haklar\u0131 sava\u015flar\u0131nda yeni bir sayfa a\u00e7abilir. Ortaya \u00e7\u0131kan bu yeni kontrol mekanizmas\u0131 sayesinde, i\u00e7erik \u00fcreticileri ve yay\u0131nc\u0131lar, yapay zeka modellerinin verilerini toplamas\u0131na kar\u015f\u0131 \u00e7ok daha net, pratik ve standardize edilmi\u015f bir \u015fekilde reddetme hakk\u0131n\u0131 kullanabilecekler. \u015eirketlerin bu standard\u0131 resmi olarak destekleyeceklerini a\u00e7\u0131klamas\u0131, bug\u00fcne kadar tek tarafl\u0131 i\u015fleyen veri toplama s\u00fcre\u00e7lerinde yay\u0131nc\u0131lara ilk kez bu denli g\u00fc\u00e7l\u00fc ve merkezi bir kontrol alan\u0131 tan\u0131nmas\u0131 a\u00e7\u0131s\u0131ndan b\u00fcy\u00fck \u00f6nem ta\u015f\u0131yor.<\/p>\n<h2>S\u00fcrd\u00fcr\u00fclebilir Bir Ekosistem Aray\u0131\u015f\u0131<\/h2>\n<p>Bu karar\u0131n arkas\u0131nda yatan dinamiklere bak\u0131ld\u0131\u011f\u0131nda, yapay zeka \u015firketlerinin sadece teknolojik \u00fcst\u00fcnl\u00fck pe\u015finde ko\u015fmad\u0131\u011f\u0131, ayn\u0131 zamanda s\u00fcrd\u00fcr\u00fclebilir bir ekosistem yaratma zorunlulu\u011funu da fark etti\u011fi g\u00f6r\u00fcl\u00fcyor. \u00c7\u00fcnk\u00fc s\u00fcrekli artan davalar, telif krizleri ve i\u00e7erik sa\u011flay\u0131c\u0131lar\u0131yla ya\u015fanan yasal \u00e7at\u0131\u015fmalar, yapay zeka end\u00fcstrisinin b\u00fcy\u00fcme h\u0131z\u0131n\u0131 tehdit eden unsurlar haline gelmi\u015fti. Yay\u0131nc\u0131lar\u0131n tepkilerini dindirmek ve olas\u0131 yasal engellerin \u00f6n\u00fcne ge\u00e7mek i\u00e7in teknoloji devlerinin bu uzla\u015fmac\u0131 tavr\u0131 sergilemesi ka\u00e7\u0131n\u0131lmaz bir hal alm\u0131\u015ft\u0131. Yeni standart, yapay zeka devlerinin veri sa\u011flayan kaynaklarla daha adil ve \u015feffaf bir ili\u015fki kurmas\u0131n\u0131n \u00f6n\u00fcn\u00fc a\u00e7abilir.<\/p>\n<h3>Gelecekteki Geli\u015fim S\u00fcre\u00e7leri ve Lisanslama Pazar\u0131<\/h3>\n<p>\u00d6te yandan, bu hamlenin yapay zeka modellerinin gelecekteki geli\u015fim s\u00fcre\u00e7lerini nas\u0131l etkileyece\u011fi de merak konusu. Kaliteli ve g\u00fcvenilir veri kaynaklar\u0131na eri\u015fimin k\u0131s\u0131tlanmas\u0131, yapay zeka modellerinin e\u011fitim s\u00fcre\u00e7lerini zorla\u015ft\u0131rabilir mi? Uzmanlar, yay\u0131nc\u0131lar\u0131n toplu olarak veri kaz\u0131may\u0131 reddetmesinin modellerin g\u00fcncelli\u011fini ve do\u011fruluk oran\u0131n\u0131 etkileyebilece\u011fini, bu nedenle yapay zeka \u015firketlerinin gelecekte i\u00e7erik \u00fcreticileriyle do\u011frudan lisanslama anla\u015fmalar\u0131 yapmak zorunda kalaca\u011f\u0131n\u0131 \u00f6ng\u00f6r\u00fcyor. Yani bu yeni opt-out standard\u0131, sadece bir reddetme mekanizmas\u0131 de\u011fil, ayn\u0131 zamanda yapay zeka \u015firketleri ile i\u00e7erik end\u00fcstrisi aras\u0131nda yeni ticari ortakl\u0131klar\u0131n ve lisans pazar\u0131n\u0131n do\u011fmas\u0131na zemin haz\u0131rlayabilir.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>Sonu\u00e7 olarak, OpenAI, Google, Microsoft ve Anthropic \u00f6nc\u00fcl\u00fc\u011f\u00fcnde hayata ge\u00e7irilen bu yeni veri kaz\u0131ma kar\u015f\u0131t\u0131 standart, yapay zeka d\u00fcnyas\u0131nda etik ve yasal kurallar\u0131n yeniden yaz\u0131ld\u0131\u011f\u0131 bir d\u00f6neme i\u015faret ediyor. Dijital yay\u0131nc\u0131l\u0131k sekt\u00f6r\u00fc i\u00e7in uzun zamand\u0131r talep edilen haklar\u0131n resmi olarak tan\u0131nmas\u0131 yolunda \u00f6nemli bir e\u015fik atlansa da, bu sistemin pratikte nas\u0131l i\u015fleyece\u011fi ve yay\u0131nc\u0131lar ile teknoloji devleri aras\u0131ndaki g\u00fc\u00e7 dengesini nas\u0131l de\u011fi\u015ftirece\u011fi \u00f6n\u00fcm\u00fczdeki g\u00fcnlerde netle\u015fecek. Yapay zekan\u0131n hammaddesi olan verinin gelece\u011fi, bu ortak uzla\u015fman\u0131n uygulama ba\u015far\u0131s\u0131na ba\u011fl\u0131 olacak gibi g\u00f6r\u00fcn\u00fcyor.<\/p>\n<p><em>Yararlan\u0131lan Kaynaklar: Search Engine Roundtable, \u00c7e\u015fitli teknoloji b\u00fcltenleri ve RSS kaynak \u00f6zeti.<\/em><\/p>\n<div class=\"aixdc-related\" style=\"margin-top:48px;padding-top:32px;border-top:1px solid rgba(255,255,255,0.08);\">\n<h3 style=\"font-family:Roboto,sans-serif;font-weight:600;color:#F5F5F7;font-size:20px;margin:0 0 18px;\">Bunlar \u0130lginizi \u00c7ekebilir<\/h3>\n<div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(200px,1fr));gap:18px;\"><a href=\"https:\/\/aix.web.tr\/yapay-zeka-aslinda-nasil-dusunuyor-kodlarin-otesindeki-gercekler\/\" style=\"display:flex;flex-direction:column;text-decoration:none;background:#111018;border:1px solid rgba(255,255,255,0.08);border-radius:10px;overflow:hidden;\"><span style=\"display:block;width:100%;padding-top:56%;background-image:url(https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/10\/Artificial-Neural-Network-with-Chip-8.jpg-8-300x240.jpg);background-size:cover;background-position:center;\"><\/span><span style=\"padding:14px 16px 16px;display:flex;flex-direction:column;gap:8px;\"><span style=\"font-family:Roboto,sans-serif;font-weight:600;font-size:15px;line-height:1.35;color:#F5F5F7;\">Yapay Zeka Asl\u0131nda Nas\u0131l D\u00fc\u015f\u00fcn\u00fcyor? Kodlar\u0131n \u00d6tesindeki Ger\u00e7ekler<\/span><span style=\"font-family:Roboto,sans-serif;font-size:12px;color:#8a8899;\">31.10.2026<\/span><\/span><\/a><a href=\"https:\/\/aix.web.tr\/googlenin-uydu-tabanli-yapay-zeka-sunucusu-uzaydan-ilk-yanitini-dunyaya-gonderdi\/\" style=\"display:flex;flex-direction:column;text-decoration:none;background:#111018;border:1px solid rgba(255,255,255,0.08);border-radius:10px;overflow:hidden;\"><span style=\"display:block;width:100%;padding-top:56%;background-image:url(https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/10\/Central-eastern-Brazil-by-Copernicus-Sentinel-2A-satellite.jpg-300x288.jpg);background-size:cover;background-position:center;\"><\/span><span style=\"padding:14px 16px 16px;display:flex;flex-direction:column;gap:8px;\"><span style=\"font-family:Roboto,sans-serif;font-weight:600;font-size:15px;line-height:1.35;color:#F5F5F7;\">Googlenin Uydu Tabanli Yapay Zeka Sunucusu Uzaydan Ilk Yanitini Dunyaya Gonderdi<\/span><span style=\"font-family:Roboto,sans-serif;font-size:12px;color:#8a8899;\">31.10.2026<\/span><\/span><\/a><a href=\"https:\/\/aix.web.tr\/yapay-zeka-dunyasinda-buyuk-donusum-microsoftun-is-gucu-stratejisi-ve-yapay-zekanin-gelecegi\/\" style=\"display:flex;flex-direction:column;text-decoration:none;background:#111018;border:1px solid rgba(255,255,255,0.08);border-radius:10px;overflow:hidden;\"><span style=\"display:block;width:100%;padding-top:56%;background-image:url(https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/10\/20141025-Shockwave-Truck-Alliance-Air-Show-2014-3.jpg-300x200.jpg);background-size:cover;background-position:center;\"><\/span><span style=\"padding:14px 16px 16px;display:flex;flex-direction:column;gap:8px;\"><span style=\"font-family:Roboto,sans-serif;font-weight:600;font-size:15px;line-height:1.35;color:#F5F5F7;\">Yapay Zeka D\u00fcnyas\u0131nda B\u00fcy\u00fck D\u00f6n\u00fc\u015f\u00fcm: Microsoft\u2019un \u0130\u015f G\u00fcc\u00fc Stratejisi ve Yapay Zekan\u0131n Gelece\u011fi<\/span><span style=\"font-family:Roboto,sans-serif;font-size:12px;color:#8a8899;\">30.10.2026<\/span><\/span><\/a><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>OpenAI, Google, Microsoft ve Anthropic, yapay zeka e\u011fitimi i\u00e7in veri kaz\u0131ma i\u015flemlerine kar\u015f\u0131 i\u00e7erik \u00fcreticilerine ortak opt-out standard\u0131 getirdi.<\/p>","protected":false},"author":0,"featured_media":0,"comment_status":"","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_customify_content_layout":"","_customify_sidebar":"","_customify_page_header_display":"","_customify_disable_header":"","_customify_disable_header_top":"","_customify_disable_header_main":"","_customify_disable_header_bottom":"","_customify_disable_page_title":"","_customify_disable_content_vertical_padding":"","_customify_disable_footer_top":"","_customify_disable_footer_main":"","_customify_disable_footer_bottom":"","_customify_breadcrumb_display":"","_customify_header_transparent_display":"","footnotes":""},"categories":[13],"tags":[],"class_list":["post-7597","post","type-post","status-publish","format-standard","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/7597","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/comments?post=7597"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/7597\/revisions"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=7597"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=7597"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=7597"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}