{"id":61136,"date":"2023-12-04T11:16:40","date_gmt":"2023-12-04T02:16:40","guid":{"rendered":"https:\/\/monolith.law\/tr\/?p=61136"},"modified":"2024-06-12T17:55:38","modified_gmt":"2024-06-12T08:55:38","slug":"copyright-machine-learning","status":"publish","type":"post","link":"https:\/\/monolith.law\/tr\/it\/copyright-machine-learning","title":{"rendered":"\u0130nternet \u00dczerindeki G\u00f6r\u00fcnt\u00fclerin Taramas\u0131 Telif Hakk\u0131 Yasas\u0131n\u0131 \u0130hlal Mi? Makine \u00d6\u011frenmesinin Hukuki Sorunlar\u0131n\u0131 A\u00e7\u0131kl\u0131yoruz"},"content":{"rendered":"\n<p>Son y\u0131llarda, AI (Yapay Zeka) teknolojisi h\u0131zla ilerlemekte ve &#8220;Stable Diffusion&#8221;, &#8220;Midjourney&#8221; gibi g\u00f6r\u00fcnt\u00fc olu\u015fturan AI&#8217;lar ve metinler olu\u015fturan &#8220;ChatGPT&#8221; gibi \u00e7e\u015fitli AI&#8217;lar dikkat \u00e7ekmektedir. \u0130nternet \u00fczerindeki verileri tarayarak AI&#8217;ye \u00f6\u011fretmek, AI&#8217;yi kullanarak \u00e7e\u015fitli i\u015flemlerin ger\u00e7ekle\u015ftirilmesini m\u00fcmk\u00fcn k\u0131lar. Makine \u00f6\u011frenmesinin do\u011frulu\u011fu artarken, telif hakk\u0131 ihlali riski de belirtilmektedir.<\/p>\n\n\n\n<p>\u0130nternet \u00fczerinde yay\u0131nlanan g\u00f6r\u00fcnt\u00fc, ill\u00fcstrasyon gibi \u00e7e\u015fitli verileri izinsiz olarak toplay\u0131p i\u015fleyerek AI&#8217;nin makine \u00f6\u011frenmesinde kullanmak, telif hakk\u0131 ihlaline neden olur mu?<\/p>\n\n\n\n<p>Bu makalede, internet \u00fczerinde yay\u0131nlanan g\u00f6r\u00fcnt\u00fc ve ill\u00fcstrasyonlar\u0131n makine \u00f6\u011frenmesinde kullan\u0131lmas\u0131n\u0131n hukuki sorunlar\u0131 hakk\u0131nda a\u00e7\u0131klama yapaca\u011f\u0131z.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_53 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/monolith.law\/tr\/it\/copyright-machine-learning\/#Makine_Ogrenmesi_Nedir\" title=\"Makine \u00d6\u011frenmesi Nedir?\">Makine \u00d6\u011frenmesi Nedir?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/monolith.law\/tr\/it\/copyright-machine-learning\/#Makine_Ogrenmesinde_Telif_Hakki_Yasasi_Uzerine_Sorunlar\" title=\"Makine \u00d6\u011frenmesinde Telif Hakk\u0131 Yasas\u0131 \u00dczerine Sorunlar\">Makine \u00d6\u011frenmesinde Telif Hakk\u0131 Yasas\u0131 \u00dczerine Sorunlar<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/monolith.law\/tr\/it\/copyright-machine-learning\/#Heisei_30_2018_Telif_Hakki_Yasasi_Degisikligi%E2%80%99nin_Arka_Plani\" title=\"Heisei 30 (2018) Telif Hakk\u0131 Yasas\u0131 De\u011fi\u015fikli\u011fi&#8217;nin Arka Plan\u0131\">Heisei 30 (2018) Telif Hakk\u0131 Yasas\u0131 De\u011fi\u015fikli\u011fi&#8217;nin Arka Plan\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/monolith.law\/tr\/it\/copyright-machine-learning\/#Telif_Hakki_Yasasi%E2%80%99nin_304_Maddesinde_Kabul_Edilen_Kullanim_Yontemleri\" title=\"Telif Hakk\u0131 Yasas\u0131&#8217;n\u0131n 30.4 Maddesinde Kabul Edilen Kullan\u0131m Y\u00f6ntemleri\">Telif Hakk\u0131 Yasas\u0131&#8217;n\u0131n 30.4 Maddesinde Kabul Edilen Kullan\u0131m Y\u00f6ntemleri<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/monolith.law\/tr\/it\/copyright-machine-learning\/#Makine_Ogrenmesi_ve_Telif_Hakki_Ihlali_Olasiligi\" title=\"Makine \u00d6\u011frenmesi ve Telif Hakk\u0131 \u0130hlali Olas\u0131l\u0131\u011f\u0131\">Makine \u00d6\u011frenmesi ve Telif Hakk\u0131 \u0130hlali Olas\u0131l\u0131\u011f\u0131<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/monolith.law\/tr\/it\/copyright-machine-learning\/#Telif_Hakki_Sahibinin_Cikarlarini_Haksiz_Yere_Zarara_Ugratan_Durumlar\" title=\"Telif Hakk\u0131 Sahibinin \u00c7\u0131karlar\u0131n\u0131 Haks\u0131z Yere Zarara U\u011fratan Durumlar\">Telif Hakk\u0131 Sahibinin \u00c7\u0131karlar\u0131n\u0131 Haks\u0131z Yere Zarara U\u011fratan Durumlar<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/monolith.law\/tr\/it\/copyright-machine-learning\/#Telif_Hakki_Yasasi_Hukumlerinden_Farkli_Bir_Anlasma_Yapildiginda\" title=\"Telif Hakk\u0131 Yasas\u0131 H\u00fck\u00fcmlerinden Farkl\u0131 Bir Anla\u015fma Yap\u0131ld\u0131\u011f\u0131nda\">Telif Hakk\u0131 Yasas\u0131 H\u00fck\u00fcmlerinden Farkl\u0131 Bir Anla\u015fma Yap\u0131ld\u0131\u011f\u0131nda<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/monolith.law\/tr\/it\/copyright-machine-learning\/#Makine_Ogrenmesi_ile_Sentezlenen_Goruntuler_Telif_Hakki_Ihlali_mi\" title=\"Makine \u00d6\u011frenmesi ile Sentezlenen G\u00f6r\u00fcnt\u00fcler Telif Hakk\u0131 \u0130hlali mi?\">Makine \u00d6\u011frenmesi ile Sentezlenen G\u00f6r\u00fcnt\u00fcler Telif Hakk\u0131 \u0130hlali mi?<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/monolith.law\/tr\/it\/copyright-machine-learning\/#Makine_Ogrenmesi_ile_Goruntu_Olusturmanin_Isleyisi\" title=\"Makine \u00d6\u011frenmesi ile G\u00f6r\u00fcnt\u00fc Olu\u015fturman\u0131n \u0130\u015fleyi\u015fi\">Makine \u00d6\u011frenmesi ile G\u00f6r\u00fcnt\u00fc Olu\u015fturman\u0131n \u0130\u015fleyi\u015fi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/monolith.law\/tr\/it\/copyright-machine-learning\/#AI_Makine_Ogrenmesi_ile_Olusturulan_Goruntulerin_Telif_Hakkini_Ihlal_Eder_mi\" title=\"AI, Makine \u00d6\u011frenmesi ile Olu\u015fturulan G\u00f6r\u00fcnt\u00fclerin Telif Hakk\u0131n\u0131 \u0130hlal Eder mi?\">AI, Makine \u00d6\u011frenmesi ile Olu\u015fturulan G\u00f6r\u00fcnt\u00fclerin Telif Hakk\u0131n\u0131 \u0130hlal Eder mi?<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/monolith.law\/tr\/it\/copyright-machine-learning\/#Sonuc_AI_Makine_Ogrenmesi_ve_Telif_Hakki_Sorunlari_Icin_Bir_Avukata_Danisin\" title=\"Sonu\u00e7: AI Makine \u00d6\u011frenmesi ve Telif Hakk\u0131 Sorunlar\u0131 \u0130\u00e7in Bir Avukata Dan\u0131\u015f\u0131n\">Sonu\u00e7: AI Makine \u00d6\u011frenmesi ve Telif Hakk\u0131 Sorunlar\u0131 \u0130\u00e7in Bir Avukata Dan\u0131\u015f\u0131n<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/monolith.law\/tr\/it\/copyright-machine-learning\/#Hukuk_Buromuzun_Sundugu_Cozumler\" title=\"Hukuk B\u00fcromuzun Sundu\u011fu \u00c7\u00f6z\u00fcmler\">Hukuk B\u00fcromuzun Sundu\u011fu \u00c7\u00f6z\u00fcmler<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Makine_Ogrenmesi_Nedir\"><\/span>Makine \u00d6\u011frenmesi Nedir?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/monolith.law\/wp-content\/uploads\/2022\/08\/shutterstock_2189855463.png\" alt=\"Makine \u00d6\u011frenmesi Nedir?\" class=\"wp-image-50091\"\/><\/figure>\n\n\n\n<p>Makine \u00d6\u011frenmesi (ML: Machine Learning), insanlar\u0131n deneyimlerden \u00f6\u011frenmesi gibi, makinelerin verilerden \u00f6\u011frenmesini ifade eder. Makine \u00f6\u011frenmesi s\u00fcrecinde, veriler toplan\u0131r, bu veriler se\u00e7ilir ve i\u015flenir ve bir \u00f6\u011frenme veri seti olu\u015fturulmas\u0131 gereklidir.<\/p>\n\n\n\n<p>Crawling, crawler olarak adland\u0131r\u0131lan bir program\u0131n web sitelerini gezerek, web sayfalar\u0131ndaki metin, resim vb. bilgileri kopyalay\u0131p saklamas\u0131n\u0131 ifade eder.<\/p>\n\n\n\n<p>\u0130lgili Makale: <a href=\"https:\/\/monolith.law\/corporate\/scraping-datacollection-law\" target=\"_blank\" rel=\"noreferrer noopener\">Web Scraping Nedir? Dikkat \u00e7eken kullan\u0131\u015fl\u0131 veri toplama y\u00f6nteminin hukuki sorunlar\u0131n\u0131 a\u00e7\u0131kl\u0131yoruz[ja]<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Makine_Ogrenmesinde_Telif_Hakki_Yasasi_Uzerine_Sorunlar\"><\/span>Makine \u00d6\u011frenmesinde Telif Hakk\u0131 Yasas\u0131 \u00dczerine Sorunlar<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>&#8220;Telif hakk\u0131&#8221;, basit\u00e7e, eserleri yasal olarak koruma hakk\u0131n\u0131 ifade eder. Korunan &#8220;eserler&#8221; hakk\u0131nda, Japon Telif Hakk\u0131 Yasas\u0131&#8217;n\u0131n 2. maddesinin 1. f\u0131kras\u0131nda \u015fu \u015fekilde h\u00fck\u00fcm bulunmaktad\u0131r:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p>(Tan\u0131m)<\/p>\n\n\n\n<p>Madde 2 Bu yasada, a\u015fa\u011f\u0131daki maddelerde belirtilen terimlerin anlam\u0131, ilgili maddede belirtildi\u011fi \u015fekildedir.<\/p>\n\n\n\n<p>Birinci madde: Eserler &#8211; Yarat\u0131c\u0131 bir \u015fekilde ifade edilen d\u00fc\u015f\u00fcnceler veya duygular\u0131, edebiyat, bilim, sanat veya m\u00fczik alan\u0131na ait olanlar\u0131 ifade eder.<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Heisei_30_2018_Telif_Hakki_Yasasi_Degisikligi%E2%80%99nin_Arka_Plani\"><\/span>Heisei 30 (2018) Telif Hakk\u0131 Yasas\u0131 De\u011fi\u015fikli\u011fi&#8217;nin Arka Plan\u0131<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>2018 y\u0131l\u0131nda (Heisei 30), de\u011fi\u015fiklikli Telif Hakk\u0131 Yasas\u0131 kabul edildi ve 2019 y\u0131l\u0131nda (Heisei 31) 1 Ocak&#8217;tan itibaren y\u00fcr\u00fcrl\u00fc\u011fe girdi.<\/p>\n\n\n\n<p>IoT, b\u00fcy\u00fck veri, AI (yapay zeka) gibi teknolojilerin kullan\u0131labilmesi i\u00e7in, eserler dahil olmak \u00fczere b\u00fcy\u00fck miktarda bilginin birikimi, kombinasyonu ve analizi gibi i\u015flemlerin m\u00fcmk\u00fcn olmas\u0131 gerekmektedir. Bu nedenle, bu de\u011fi\u015fiklikle, belirli durumlarda eserlerin kullan\u0131m\u0131na izin veren h\u00fck\u00fcmler getirilmi\u015ftir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Telif_Hakki_Yasasi%E2%80%99nin_304_Maddesinde_Kabul_Edilen_Kullanim_Yontemleri\"><\/span>Telif Hakk\u0131 Yasas\u0131&#8217;n\u0131n 30.4 Maddesinde Kabul Edilen Kullan\u0131m Y\u00f6ntemleri<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>2018&#8217;de de\u011fi\u015ftirilen Telif Hakk\u0131 Yasas\u0131&#8217;n\u0131n 30.4 maddesinde, &#8220;eserde ifade edilen d\u00fc\u015f\u00fcncelerin veya duygular\u0131n zevkini ama\u00e7lamayan kullan\u0131m&#8221; hakk\u0131nda, gerekti\u011fi kabul edilen \u00f6l\u00e7\u00fcde, y\u00f6ntemine bak\u0131lmaks\u0131z\u0131n, eserlerin kullan\u0131lmas\u0131na izin verilmi\u015ftir.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p>(Eserde ifade edilen d\u00fc\u015f\u00fcncelerin veya duygular\u0131n zevkini ama\u00e7lamayan kullan\u0131m)<\/p>\n\n\n\n<p>Madde 30.4 Eserler, a\u015fa\u011f\u0131da belirtilen durumlar ve di\u011fer durumlar d\u0131\u015f\u0131nda, eserde ifade edilen d\u00fc\u015f\u00fcncelerin veya duygular\u0131n zevkini kendisi veya ba\u015fkalar\u0131 taraf\u0131ndan almay\u0131 ama\u00e7lamayan durumlarda, gerekti\u011fi kabul edilen \u00f6l\u00e7\u00fcde, y\u00f6ntemine bak\u0131lmaks\u0131z\u0131n, kullan\u0131labilir. Ancak, eserin t\u00fcr\u00fc ve kullan\u0131m\u0131 ile kullan\u0131m\u0131n \u015fekli g\u00f6z \u00f6n\u00fcne al\u0131nd\u0131\u011f\u0131nda, telif hakk\u0131 sahibinin \u00e7\u0131karlar\u0131n\u0131 haks\u0131z yere zarara u\u011fratmas\u0131 durumunda, bu durum ge\u00e7erli olmayacakt\u0131r.<\/p>\n\n\n\n<p>Birinci madde: Eserlerin kaydedilmesi, kay\u0131t alt\u0131na al\u0131nmas\u0131 veya di\u011fer kullan\u0131mlarla ilgili teknolojinin geli\u015ftirilmesi veya uygulanmas\u0131 i\u00e7in deneme ama\u00e7l\u0131 kullan\u0131m durumlar\u0131<\/p>\n\n\n\n<p>\u0130kinci madde: Bilgi analizi durumlar\u0131 (bir\u00e7ok eser veya di\u011fer b\u00fcy\u00fck miktarda bilgiden, dil, ses, g\u00f6r\u00fcnt\u00fc veya di\u011fer unsurlara ili\u015fkin bilgileri \u00e7\u0131karmak, kar\u015f\u0131la\u015ft\u0131rmak, s\u0131n\u0131fland\u0131rmak veya di\u011fer analizleri yapmak anlam\u0131na gelir. Madde 47.5&#8217;in birinci f\u0131kras\u0131n\u0131n ikinci maddesinde ayn\u0131d\u0131r.)<\/p>\n\n\n\n<p>\u00dc\u00e7\u00fcnc\u00fc madde: \u0130nsanlar\u0131n alg\u0131lamas\u0131yla eserin ifadesini tan\u0131ma durumlar\u0131 d\u0131\u015f\u0131nda, eserin elektronik hesaplama s\u00fcrecinde veya di\u011fer kullan\u0131mlarda (program eserleri i\u00e7in, eserin elektronik hesaplamada uygulanmas\u0131 hari\u00e7) kullan\u0131lmas\u0131 durumlar\u0131<\/p>\n<\/blockquote>\n\n\n\n<p>\u00d6zellikle, a\u015fa\u011f\u0131daki gibi durumlarda, eserlerin kullan\u0131m\u0131na izin verilir:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p>&#8211; Sanat eserlerinin kopyalar\u0131n\u0131 yapmak i\u00e7in uygun kameralar veya yaz\u0131c\u0131lar geli\u015ftirmek i\u00e7in sanat eserlerini deneme ama\u00e7l\u0131 kopyalama eylemleri<\/p>\n\n\n\n<p>&#8211; Yapay zeka geli\u015ftirmek i\u00e7in eserleri \u00f6\u011frenme verisi olarak toplama ve kullanma veya toplanan \u00f6\u011frenme verilerini yapay zeka geli\u015ftirme amac\u0131yla \u00fc\u00e7\u00fcnc\u00fc taraflara sa\u011flama (devretme veya halka a\u00e7\u0131k iletim vb.) eylemleri<\/p>\n\n\n\n<p>&#8211; Bilgisayar\u0131n bilgi i\u015flem s\u00fcrecinde, arka planda eserleri kopyalayarak, bu verileri insanlar\u0131n hi\u00e7 alg\u0131lamadan kullanma eylemleri<\/p>\n\n\n\n<p>&#8211; Program\u0131n ara\u015ft\u0131rma analizi amac\u0131yla program eserlerini kullanma eylemleri (s\u00f6zde &#8220;tersine m\u00fchendislik&#8221;)<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh5.googleusercontent.com\/KZodeDIs8mE9TgnCIQ_kmaAQs9T6cDzqrEvXYWmyCk4STZHBgd3cfemyAuAtuAic91hh69qnnd2O7v71dQShzTi1WVZWlABpounSjfBGtq0mdPAbF7HEtRCBQY8NHIgHVi9lUS2lQXsVeS6Prw\" alt=\"\"\/><\/figure>\n\n\n\n<p>Al\u0131nt\u0131: <a href=\"https:\/\/www.bunka.go.jp\/seisaku\/chosakuken\/hokaisei\/h30_hokaisei\/\" target=\"_blank\" rel=\"noreferrer noopener\">K\u00fclt\u00fcr Ajans\u0131 | Telif Hakk\u0131 Yasas\u0131&#8217;n\u0131n bir k\u0131sm\u0131n\u0131 de\u011fi\u015ftiren yasa (Heisei 30 Y\u0131l\u0131 Kanunu No. 30) hakk\u0131nda[ja]<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Makine_Ogrenmesi_ve_Telif_Hakki_Ihlali_Olasiligi\"><\/span>Makine \u00d6\u011frenmesi ve Telif Hakk\u0131 \u0130hlali Olas\u0131l\u0131\u011f\u0131<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/monolith.law\/wp-content\/uploads\/2022\/08\/shutterstock_1920918290.png\" alt=\"Makine \u00f6\u011frenmesi ve telif hakk\u0131 ihlali olas\u0131l\u0131\u011f\u0131\" class=\"wp-image-50094\"\/><\/figure>\n\n\n\n<p>Makine \u00f6\u011frenmesi i\u00e7in g\u00f6r\u00fcnt\u00fcleri (telif hakk\u0131 olan eserleri) toplamak, i\u015flemek ve kullanmak, hatta toplanan \u00f6\u011frenme verilerini \u00fc\u00e7\u00fcnc\u00fc taraflara sa\u011flamak (satmak, devretmek vb.) Japon Telif Hakk\u0131 Yasas\u0131&#8217;n\u0131n 30. maddesinin 4. f\u0131kras\u0131n\u0131n 2. bendinde kabul edilmi\u015ftir. Ancak, bu t\u00fcr bir eserin kullan\u0131m\u0131 hukuki sorunlara yol a\u00e7abilir.<\/p>\n\n\n\n<p>Burada, internet \u00fczerinde yay\u0131nlanan g\u00f6r\u00fcnt\u00fcleri toplay\u0131p makine \u00f6\u011frenmesi i\u00e7in kullanman\u0131n hukuki sorunlara yol a\u00e7abilece\u011fi durumlar\u0131 ele alaca\u011f\u0131z.<\/p>\n\n\n\n<p>\u0130lgili makale: <a href=\"https:\/\/monolith.law\/corporate\/internet-information-available-copyright\" target=\"_blank\" rel=\"noreferrer noopener\">\u0130nternet \u00fczerindeki bilgiler ne kadar kullan\u0131labilir? \u0130nternet \u00fczerindeki telif haklar\u0131 hakk\u0131nda a\u00e7\u0131klama[ja]<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Telif_Hakki_Sahibinin_Cikarlarini_Haksiz_Yere_Zarara_Ugratan_Durumlar\"><\/span>Telif Hakk\u0131 Sahibinin \u00c7\u0131karlar\u0131n\u0131 Haks\u0131z Yere Zarara U\u011fratan Durumlar<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Japon Telif Hakk\u0131 Yasas\u0131&#8217;n\u0131n 30. maddesinin 4. f\u0131kras\u0131, &#8220;eserde ifade edilen d\u00fc\u015f\u00fcnce veya duygular\u0131n tad\u0131n\u0131 \u00e7\u0131karmay\u0131 ama\u00e7lamayan kullan\u0131m\u0131&#8221; kabul ederken, bu kullan\u0131m\u0131n telif hakk\u0131 sahibinin \u00e7\u0131karlar\u0131n\u0131 haks\u0131z yere zarara u\u011fratmas\u0131 durumunda eserin kullan\u0131m\u0131n\u0131 kabul etmemektedir.<\/p>\n\n\n\n<p>Peki, hangi durumlar bu t\u00fcr bir durumu olu\u015fturabilir? Japon K\u00fclt\u00fcr Ajans\u0131&#8217;n\u0131n Q&amp;A&#8217;s\u0131na g\u00f6re, a\u015fa\u011f\u0131daki durumlar &#8220;telif hakk\u0131 sahibinin \u00e7\u0131karlar\u0131n\u0131 haks\u0131z yere zarara u\u011fratan durumlar&#8221; olarak kabul edilir.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p>\u00d6zel bir karar\u0131n sonu\u00e7ta yarg\u0131 yerinde verilece\u011fi, ancak \u00f6rne\u011fin, b\u00fcy\u00fck miktarda bilgiyi kolayca bilgi analizi i\u00e7in kullan\u0131labilir bir \u015fekilde d\u00fczenlenmi\u015f bir veritaban\u0131n\u0131n telif hakk\u0131 olan eserinin sat\u0131\u015fa sunuldu\u011fu durumlarda, s\u00f6z konusu veritaban\u0131n\u0131 bilgi analizi amac\u0131yla \u00e7o\u011faltma eylemi, s\u00f6z konusu veritaban\u0131n\u0131n sat\u0131\u015f\u0131yla ilgili pazarla \u00e7at\u0131\u015fan bir durum olu\u015fturur ve &#8220;telif hakk\u0131 sahibinin \u00e7\u0131karlar\u0131n\u0131 haks\u0131z yere zarara u\u011fratan durumlar&#8221; olarak kabul edilir.<\/p>\n<\/blockquote>\n\n\n\n<p>Al\u0131nt\u0131: Japon K\u00fclt\u00fcr Ajans\u0131 Telif Hakk\u0131 B\u00f6l\u00fcm\u00fc | <a href=\"https:\/\/www.bunka.go.jp\/seisaku\/chosakuken\/hokaisei\/h30_hokaisei\/pdf\/r1406693_17.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">&#8220;Dijitalle\u015fme ve A\u011fla\u015fman\u0131n \u0130lerlemesine Yan\u0131t Olarak Esnek Hak K\u0131s\u0131tlama H\u00fck\u00fcmleri Hakk\u0131nda Temel D\u00fc\u015f\u00fcnceler&#8221;[ja]<\/a>&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Telif_Hakki_Yasasi_Hukumlerinden_Farkli_Bir_Anlasma_Yapildiginda\"><\/span>Telif Hakk\u0131 Yasas\u0131 H\u00fck\u00fcmlerinden Farkl\u0131 Bir Anla\u015fma Yap\u0131ld\u0131\u011f\u0131nda<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Japon Telif Hakk\u0131 Yasas\u0131, makine \u00f6\u011frenmesi i\u00e7in telif hakk\u0131 olan eserlerin kullan\u0131lmas\u0131n\u0131 kabul ederken, taraflar aras\u0131nda bu h\u00fck\u00fcmlerden farkl\u0131 bir anla\u015fma yap\u0131labilir. Bu t\u00fcr bir anla\u015fma yap\u0131ld\u0131\u011f\u0131nda, anla\u015fmaya ayk\u0131r\u0131 hareket edilmesi durumunda tazminat sorumlulu\u011fu gibi yasal yapt\u0131r\u0131mlarla kar\u015f\u0131la\u015f\u0131labilir.<\/p>\n\n\n\n<p>\u00d6rne\u011fin, web sitesi kullan\u0131m \u015fartlar\u0131 veya lisans s\u00f6zle\u015fmelerinde, makine \u00f6\u011frenmesi veya bilgi analizi i\u00e7in veri toplama ve \u00e7\u0131karma a\u00e7\u0131k\u00e7a yasaklanm\u0131\u015f olabilir. Veri toplarken, site kullan\u0131m \u015fartlar\u0131n\u0131 ve lisans s\u00f6zle\u015fmesini kontrol etmeniz gerekmektedir.<\/p>\n\n\n\n<p>Genellikle, site kullan\u0131m \u015fartlar\u0131na &#8220;anla\u015fma&#8221; yapmak i\u00e7in belirli bir eylem gereklidir. \u00d6rne\u011fin, &#8220;Bir hesap olu\u015fturarak, kullan\u0131m \u015fartlar\u0131 ve gizlilik politikas\u0131n\u0131 kabul etmi\u015f say\u0131l\u0131rs\u0131n\u0131z&#8221; gibi bir ifade ile kay\u0131t veya onay butonuna basma talep edilir. Kay\u0131t veya onay butonuna t\u0131klama eylemi ile &#8220;anla\u015fma&#8221; ger\u00e7ekle\u015fmi\u015f olur.<\/p>\n\n\n\n<p>\u00d6te yandan, sadece veri toplama ve \u00e7\u0131karmay\u0131 yasaklayan kullan\u0131m \u015fartlar\u0131n\u0131 site i\u00e7indeki indirme sayfas\u0131ndan farkl\u0131 bir sayfada g\u00f6steren ve bu \u015fartlar\u0131 kabul etmeden de g\u00f6r\u00fcnt\u00fc indirme olana\u011f\u0131 sa\u011flayan durumlarda, &#8220;anla\u015fma&#8221; ger\u00e7ekle\u015fmemi\u015f say\u0131l\u0131r. Bu durumda, Japon Telif Hakk\u0131 Yasas\u0131 h\u00fck\u00fcmleri uygulan\u0131r ve telif hakk\u0131 olan eserlerin kullan\u0131lmas\u0131na izin verilir.<\/p>\n\n\n\n<p>Yine de, sorunlar\u0131 \u00f6nlemek i\u00e7in, kullan\u0131m \u015fartlar\u0131nda a\u00e7\u0131k\u00e7a veri toplama ve \u00e7\u0131karmay\u0131 yasaklayan sitelerden veri toplamaktan ka\u00e7\u0131nman\u0131z daha iyidir.<\/p>\n\n\n\n<p>\u0130lgili makale: <a href=\"https:\/\/monolith.law\/corporate\/scraping-datacollection-law\" target=\"_blank\" rel=\"noreferrer noopener\">Web scraping nedir? Dikkat \u00e7eken kullan\u0131\u015fl\u0131 veri toplama y\u00f6nteminin hukuki sorunlar\u0131 hakk\u0131nda a\u00e7\u0131klama[ja]<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Makine_Ogrenmesi_ile_Sentezlenen_Goruntuler_Telif_Hakki_Ihlali_mi\"><\/span>Makine \u00d6\u011frenmesi ile Sentezlenen G\u00f6r\u00fcnt\u00fcler Telif Hakk\u0131 \u0130hlali mi?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/monolith.law\/wp-content\/uploads\/2022\/08\/shutterstock_457613128.png\" alt=\"Makine \u00d6\u011frenmesi ile Sentezlenen G\u00f6r\u00fcnt\u00fcler Telif Hakk\u0131 \u0130hlali mi?\" class=\"wp-image-50092\"\/><\/figure>\n\n\n\n<p>\u015eimdiye kadar, eserlerin makine \u00f6\u011frenmesinde kullan\u0131lmas\u0131n\u0131n Japon Telif Hakk\u0131 Yasas\u0131&#8217;na g\u00f6re kabul edildi\u011fini a\u00e7\u0131klad\u0131k. Peki, AI&#8217;n\u0131n makine \u00f6\u011frenmesi yaparak sentezlenmi\u015f g\u00f6r\u00fcnt\u00fcler olu\u015fturmas\u0131, \u00f6\u011frenmenin temelini olu\u015fturan g\u00f6r\u00fcnt\u00fclerin (foto\u011fraf, ill\u00fcstrasyon, resim vb.) telif hakk\u0131n\u0131 ihlal ediyor mu?<\/p>\n\n\n\n<p>Burada, AI&#8217;n\u0131n GAN (Generative Adversarial Networks: D\u00fc\u015fmanca \u00dcretici A\u011flar) ile g\u00f6r\u00fcnt\u00fc olu\u015fturma durumunu \u00f6rnek olarak a\u00e7\u0131klayaca\u011f\u0131z.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Makine_Ogrenmesi_ile_Goruntu_Olusturmanin_Isleyisi\"><\/span>Makine \u00d6\u011frenmesi ile G\u00f6r\u00fcnt\u00fc Olu\u015fturman\u0131n \u0130\u015fleyi\u015fi<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>GAN (Generative Adversarial Networks: D\u00fc\u015fmanca \u00dcretici A\u011flar), bir t\u00fcr \u00fcretici model olup, verilerden \u00f6zellikler \u00f6\u011frenerek var olmayan verileri olu\u015fturabilir veya mevcut verilerin \u00f6zelliklerine g\u00f6re d\u00f6n\u00fc\u015ft\u00fcrebilir. Bu GAN ile g\u00f6r\u00fcnt\u00fc olu\u015fturma mekanizmas\u0131, \u00f6rne\u011fin, ger\u00e7ek bir oda foto\u011fraf\u0131n\u0131 veya resmini analiz ederek, b\u00fct\u00e7eye veya oda boyutuna uygun mobilyalar\u0131n ger\u00e7ekten orada oldu\u011fu gibi g\u00f6r\u00fcnen bir g\u00f6r\u00fcnt\u00fc olu\u015fturma hizmeti gibi hizmetlerde de kullan\u0131l\u0131r.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"AI_Makine_Ogrenmesi_ile_Olusturulan_Goruntulerin_Telif_Hakkini_Ihlal_Eder_mi\"><\/span>AI, Makine \u00d6\u011frenmesi ile Olu\u015fturulan G\u00f6r\u00fcnt\u00fclerin Telif Hakk\u0131n\u0131 \u0130hlal Eder mi?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>GAN, \u00dcretici (Generator) ve Ay\u0131rt Edici (Discriminator) olmak \u00fczere iki sinir a\u011f\u0131ndan olu\u015fur. Bu ikisinden \u00dcretici, temel g\u00f6r\u00fcnt\u00fcn\u00fcn \u00f6zelliklerini say\u0131salla\u015ft\u0131rarak okur ve belirli bir de\u011fi\u015fkeni girdi olarak kullan\u0131r, bu de\u011fi\u015fkenle ayarlanm\u0131\u015f say\u0131sal de\u011ferleri \u00e7\u0131kt\u0131 olarak verir ve sentezlenmi\u015f bir g\u00f6r\u00fcnt\u00fc olu\u015fturur.<\/p>\n\n\n\n<p>Yani, sentezlenmi\u015f g\u00f6r\u00fcnt\u00fcler, sentez s\u00fcrecinde bir fonksiyona de\u011fi\u015fkenlerin girdi olarak verilmesi sonucu yeni olu\u015fturulan g\u00f6r\u00fcnt\u00fclerdir, bu nedenle temel g\u00f6r\u00fcnt\u00fc verileri (foto\u011fraf, ill\u00fcstrasyon, resim vb.) ile tamamen farkl\u0131d\u0131r. Makine \u00f6\u011frenmesinin sonucu olarak, orijinal g\u00f6r\u00fcnt\u00fcye benzer bir g\u00f6r\u00fcnt\u00fc sentezlense bile, bu, orijinal \u00f6\u011frenme verilerinin kopyas\u0131, \u00e7evirisi veya de\u011fi\u015fikli\u011fi olarak kabul edilmez.<\/p>\n\n\n\n<p>Dolay\u0131s\u0131yla, AI&#8217;n\u0131n bu \u015fekilde makine \u00f6\u011frenmesi ile olu\u015fturdu\u011fu sentezlenmi\u015f g\u00f6r\u00fcnt\u00fcler, makine \u00f6\u011frenmesinin temel g\u00f6r\u00fcnt\u00fclerinin telif hakk\u0131n\u0131 ihlal etmiyor diyebiliriz.<\/p>\n\n\n\n<p>\u0130lgili Makale: <a href=\"https:\/\/monolith.law\/corporate\/ai-intellectual-property\" target=\"_blank\" rel=\"noreferrer noopener\">AI geli\u015ftirme ve fikri m\u00fclkiyet haklar\u0131 nas\u0131l korunur? Telif hakk\u0131, patent haklar\u0131 \u00fczerine bir tart\u0131\u015fma[ja]<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Sonuc_AI_Makine_Ogrenmesi_ve_Telif_Hakki_Sorunlari_Icin_Bir_Avukata_Danisin\"><\/span>Sonu\u00e7: AI Makine \u00d6\u011frenmesi ve Telif Hakk\u0131 Sorunlar\u0131 \u0130\u00e7in Bir Avukata Dan\u0131\u015f\u0131n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Bu makalede, internet \u00fczerinde yay\u0131nlanan g\u00f6r\u00fcnt\u00fclerin AI makine \u00f6\u011frenmesinde kullan\u0131lmas\u0131n\u0131n telif hakk\u0131 hukuku a\u00e7\u0131s\u0131ndan sorunlar\u0131 ele al\u0131nd\u0131.<\/p>\n\n\n\n<p>Eserlerin makine \u00f6\u011frenmesinde kullan\u0131lmas\u0131 Japon telif hakk\u0131 yasas\u0131 taraf\u0131ndan kabul edilmektedir (Japon Telif Hakk\u0131 Yasas\u0131 Madde 30-4). Ancak, istisnai olarak, telif hakk\u0131 sahibinin \u00e7\u0131karlar\u0131n\u0131 haks\u0131z yere zarar verme durumlar\u0131 veya taraflar aras\u0131nda telif hakk\u0131 yasas\u0131n\u0131n h\u00fck\u00fcmlerinden farkl\u0131 bir anla\u015fma yap\u0131ld\u0131\u011f\u0131 durumlarda, eserlerin kullan\u0131lmas\u0131na izin verilmeyebilir.<\/p>\n\n\n\n<p>&#8216;Midjourney&#8217;, &#8216;Stable Diffusion&#8217;, &#8216;ChatGPT&#8217; gibi AI&#8217;lar dikkat \u00e7ekiyor ve daha fazla AI geli\u015ftirmeye ba\u015flayan \u015firketler h\u0131zla art\u0131yor. Eserlerin, AI geli\u015ftirmede vazge\u00e7ilmez olan \u00f6\u011frenme verisi olarak kullan\u0131l\u0131p kullan\u0131lamayaca\u011f\u0131 konusu bazen zor olabilir. Bu nedenle, AI ve makine \u00f6\u011frenmesini i\u015finizde kullanmay\u0131 d\u00fc\u015f\u00fcn\u00fcyorsan\u0131z, IT alan\u0131nda deneyimli bir avukata dan\u0131\u015fman\u0131z\u0131 \u00f6neririz.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Hukuk_Buromuzun_Sundugu_Cozumler\"><\/span>Hukuk B\u00fcromuzun Sundu\u011fu \u00c7\u00f6z\u00fcmler<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Monolith Hukuk B\u00fcrosu, \u00f6zellikle internet ve hukuk alanlar\u0131nda geni\u015f deneyime sahip bir hukuk firmas\u0131d\u0131r.<\/p>\n\n\n\n<p>AI i\u015fletmeleri bir\u00e7ok hukuki riski beraberinde getirir ve AI ile ilgili hukuki sorunlarda uzman avukat deste\u011fi hayati \u00f6nem ta\u015f\u0131r. B\u00fcromuz, AI konusunda uzman avukatlar ve m\u00fchendislerden olu\u015fan bir ekip ile, ChatGPT dahil olmak \u00fczere AI i\u015fletmelerine, s\u00f6zle\u015fme haz\u0131rlama, i\u015f modelinin yasall\u0131\u011f\u0131n\u0131n incelenmesi, fikri m\u00fclkiyet haklar\u0131n\u0131n korunmas\u0131, gizlilikle ilgili konular gibi karma\u015f\u0131k hukuki destek sa\u011flamaktad\u0131r. Ayr\u0131nt\u0131lar\u0131 a\u015fa\u011f\u0131daki makalede bulabilirsiniz.<\/p>\n\n\n\n<p>Monolith Hukuk B\u00fcrosu&#8217;nun hizmet verdi\u011fi alanlar: <a href=\"https:\/\/monolith.law\/artificial-intelligence\" target=\"_blank\" rel=\"noreferrer noopener\">AI (ChatGPT vb.) Hukuku[ja]<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Son y\u0131llarda, AI (Yapay Zeka) teknolojisi h\u0131zla ilerlemekte ve &#8220;Stable Diffusion&#8221;, &#8220;Midjourney&#8221; gibi g\u00f6r\u00fcnt\u00fc olu\u015fturan AI&#8217;lar ve metinler olu\u015fturan &#8220;ChatGPT&#8221;  [&hellip;]<\/p>\n","protected":false},"author":32,"featured_media":64692,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[34,19],"acf":[],"_links":{"self":[{"href":"https:\/\/monolith.law\/tr\/wp-json\/wp\/v2\/posts\/61136"}],"collection":[{"href":"https:\/\/monolith.law\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/monolith.law\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/monolith.law\/tr\/wp-json\/wp\/v2\/users\/32"}],"replies":[{"embeddable":true,"href":"https:\/\/monolith.law\/tr\/wp-json\/wp\/v2\/comments?post=61136"}],"version-history":[{"count":5,"href":"https:\/\/monolith.law\/tr\/wp-json\/wp\/v2\/posts\/61136\/revisions"}],"predecessor-version":[{"id":71973,"href":"https:\/\/monolith.law\/tr\/wp-json\/wp\/v2\/posts\/61136\/revisions\/71973"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/monolith.law\/tr\/wp-json\/wp\/v2\/media\/64692"}],"wp:attachment":[{"href":"https:\/\/monolith.law\/tr\/wp-json\/wp\/v2\/media?parent=61136"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/monolith.law\/tr\/wp-json\/wp\/v2\/categories?post=61136"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/monolith.law\/tr\/wp-json\/wp\/v2\/tags?post=61136"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}