{"id":464,"date":"2025-01-31T20:16:12","date_gmt":"2025-01-31T17:16:12","guid":{"rendered":"https:\/\/bernakaya.com.tr\/blog\/?p=464"},"modified":"2025-01-31T23:30:57","modified_gmt":"2025-01-31T20:30:57","slug":"makinenin-tuvali-yapay-zeka-ve-sanatin-yeni-cagi","status":"publish","type":"post","link":"https:\/\/bernakaya.com.tr\/blog\/makinenin-tuvali-yapay-zeka-ve-sanatin-yeni-cagi\/","title":{"rendered":"Makinenin Tuvali: Yapay Zeka ve Sanat\u0131n Yeni \u00c7a\u011f\u0131"},"content":{"rendered":"\n<p>Algoritmalar\u0131n elinden \u00e7\u0131kan eserler, estetik ve yarat\u0131c\u0131l\u0131\u011fa dair ezberleri bozuyor. \u0130nsan ile makine aras\u0131ndaki bu sanatsal diyalog, sanat\u0131n gelece\u011fine \u0131\u015f\u0131k tutuyor.<\/p>\n\n\n\n<p>Sanat dedi\u011fimiz \u015fey insana \u00f6zg\u00fc de\u011fil miydi?<br>Bir sanat\u00e7\u0131, y\u0131llar\u0131n\u0131 vererek geli\u015ftirdi\u011fi tekni\u011fiyle bir eser yarat\u0131r. F\u0131r\u00e7a darbeleri, heykelin \u015fekilleni\u015fi, bir m\u00fczisyenin notalara katt\u0131\u011f\u0131 duygu\u2026 Sanat\u0131n \u00f6z\u00fcnde insan\u0131n hikayesi ve duygular\u0131 yok muydu?<\/p>\n\n\n\n<p>Ama \u015fimdi, yapay zeka tuvali devral\u0131yor. Kod sat\u0131rlar\u0131, algoritmalar ve b\u00fcy\u00fck veri k\u00fcmeleriyle sanat \u00fcretmeye ba\u015flad\u0131. Ve bu eserler yaln\u0131zca ilgin\u00e7 de\u011fil, ayn\u0131 zamanda sat\u0131l\u0131yor, \u00f6d\u00fcl kazan\u0131yor ve b\u00fcy\u00fck tart\u0131\u015fmalara yol a\u00e7\u0131yor.<\/p>\n\n\n\n<p>Sanat\u0131n \u00f6z\u00fc de\u011fi\u015fiyor mu, yoksa sanat\u00e7\u0131lar m\u0131 sahneden \u00e7ekiliyor?<\/p>\n\n\n\n<p>Edmond Belamy ve Yapay Zeka Sanat\u0131<\/p>\n\n\n\n<p>2018 y\u0131l\u0131nda a\u00e7\u0131k art\u0131rmada 432.500 dolara sat\u0131lan Edmond Belamy\u2019nin Portresi, Paris merkezli Obvious kolektifi taraf\u0131ndan yapay zeka algoritmalar\u0131 kullan\u0131larak yarat\u0131ld\u0131.<\/p>\n\n\n\n<p>Hugo Caselles-Dupr\u00e9, Pierre Fautrel ve Gauthier Vernier\u2019den olu\u015fan ekip, \u00dcretken \u00c7eki\u015fmeli A\u011flar (GAN) metodunu kullanarak bu portreyi olu\u015fturdu. GAN, iki yapay sinir a\u011f\u0131n\u0131n birbiriyle rekabet ederek daha ger\u00e7ek\u00e7i sonu\u00e7lar \u00fcretti\u011fi bir y\u00f6ntem. Algoritma, 14. ve 20. y\u00fczy\u0131l aras\u0131nda yarat\u0131lm\u0131\u015f binlerce portreden \u00f6\u011frenerek bir sanat eseri ortaya koydu.<\/p>\n\n\n\n<p>Ancak bu eser, sadece bir portre olmaktan \u00f6te, sanat\u0131n do\u011fas\u0131na dair derin bir tart\u0131\u015fmay\u0131 da beraberinde getiriyor:<\/p>\n\n\n\n<p>Sanat yaln\u0131zca insan yarat\u0131c\u0131l\u0131\u011f\u0131na m\u0131 dayanmal\u0131, yoksa makineler de sanat\u00e7\u0131 olabilir mi?<\/p>\n\n\n\n<p>Sanatta Yarat\u0131c\u0131l\u0131k, Algoritmalar ve Piyasa Dinamikleri<\/p>\n\n\n\n<p>Edmond Belamy\u2019nin Portresi, sanat\u0131n yaln\u0131zca yarat\u0131c\u0131n\u0131n niyetine ba\u011fl\u0131 olup olmad\u0131\u011f\u0131n\u0131 sorgulat\u0131yor.<\/p>\n\n\n\n<p>Yapay zeka, insan yarat\u0131c\u0131l\u0131\u011f\u0131n\u0131 taklit ederek eserler \u00fcretebilir. Ancak bu eserler bir anlam ya da duygu ta\u015f\u0131yor mu?<\/p>\n\n\n\n<p>GAN gibi algoritmalar, ge\u00e7mi\u015f verilerden \u00f6\u011frenerek yeni kombinasyonlar olu\u015fturabilir. Bu s\u00fcre\u00e7, sanat\u00e7\u0131n\u0131n deneyim ve bilgisinden ilham alarak eser \u00fcretmesine benzetilebilir. Ancak burada \u00f6nemli bir fark var: Yapay zeka bilin\u00e7sizdir.<\/p>\n\n\n\n<p>\u00d6te yandan, Edmond Belamy\u2019nin y\u00fcksek bir fiyatla sat\u0131lmas\u0131, yapay zeka sanat\u0131na olan ilgiyi g\u00f6zler \u00f6n\u00fcne seriyor. Ancak sanat\u0131n piyasa de\u011ferinin y\u00fckselmesi, onun maddi mi yoksa sanatsal anlam\u0131n\u0131n m\u0131 \u00f6n planda oldu\u011fu sorusunu beraberinde getiriyor.<\/p>\n\n\n\n<p>Th\u00e9\u00e2tre D\u2019Op\u00e9ra Spatial ve Yapay Zeka Sanat\u0131nda Yeni D\u00f6nem<\/p>\n\n\n\n<p>Benzer bir olay 2022\u2019de Colorado Eyalet Fuar\u0131\u2019nda ya\u015fand\u0131.<\/p>\n\n\n\n<p>Jason Allen, MidJourney adl\u0131 yapay zeka platformunu kullanarak olu\u015fturdu\u011fu \u201cTh\u00e9\u00e2tre D\u2019Op\u00e9ra Spatial\u201d adl\u0131 eserle birincilik \u00f6d\u00fcl\u00fc kazand\u0131. Ancak j\u00fcri ve di\u011fer sanat\u00e7\u0131lar, bu eserin yapay zeka taraf\u0131ndan \u00fcretildi\u011fini \u00f6\u011frendi\u011finde b\u00fcy\u00fck bir tart\u0131\u015fma ba\u015flad\u0131.<\/p>\n\n\n\n<p>Bu durum, sanat d\u00fcnyas\u0131nda etik ve estetik s\u0131n\u0131rlar\u0131n yeniden sorgulanmas\u0131na neden oldu.<\/p>\n\n\n\n<p>Yapay zeka taraf\u0131ndan \u00fcretilen bir eser, insan sanat\u00e7\u0131larla ayn\u0131 kategoride de\u011ferlendirilebilir mi?<br>Sanat\u00e7\u0131n\u0131n eme\u011fi ile algoritmalar\u0131n \u00fcretti\u011fi bir g\u00f6r\u00fcnt\u00fc aras\u0131ndaki fark nerede ba\u015fl\u0131yor?<\/p>\n\n\n\n<p>Giderek artan bu sorular, sanat\u0131n geleneksel de\u011ferleri ile dijital \u00e7a\u011f\u0131n yeni \u00fcretim bi\u00e7imleri aras\u0131ndaki gerilimi g\u00f6zler \u00f6n\u00fcne seriyor.<\/p>\n\n\n\n<p>Sanat\u00e7\u0131 Kim? Yapay Zeka, \u0130nsan Yerine Ge\u00e7ebilir mi?<\/p>\n\n\n\n<p>Sanat tarihine bakt\u0131\u011f\u0131m\u0131zda, Michelangelo, Van Gogh ya da Picasso gibi isimlerin kimlikleri, eserlerine anlam kazand\u0131ran en b\u00fcy\u00fck unsurlardan biri olmu\u015ftur.<\/p>\n\n\n\n<p>O y\u00fczden, Edmond Belamy\u2019nin k\u00f6\u015fesinde bir ressam imzas\u0131 yerine matematiksel bir form\u00fcl\u00fcn yer almas\u0131 d\u00fc\u015f\u00fcnd\u00fcr\u00fcc\u00fcd\u00fcr.<\/p>\n\n\n\n<p>Sanat, bir hik\u00e2ye anlat\u0131yorsa, yapay zeka ger\u00e7ekten bir hik\u00e2ye anlatabilir mi?<br>Sanat, deneyimlerden do\u011fuyorsa, yapay zekan\u0131n bir deneyimi var m\u0131?<\/p>\n\n\n\n<p>Sanatta Hamilik: Yapay Zekan\u0131n Patronlar\u0131<\/p>\n\n\n\n<p>Ge\u00e7mi\u015fte, sanat\u00e7\u0131lar g\u00fc\u00e7l\u00fc hamiler taraf\u0131ndan desteklenirdi. Medici ailesi Leonardo da Vinci\u2019ye, kiliseler Michelangelo\u2019ya destek verdi.<\/p>\n\n\n\n<p>Peki, bug\u00fcn bu rol\u00fc kim devrald\u0131?<br>MidJourney, Obvious gibi organizasyonlar, sanat\u0131n yeni patronlar\u0131 m\u0131 oldu?<br>Bireysel sanat\u00e7\u0131lar yerine algoritmalar m\u0131 destekleniyor?<br>Sanat art\u0131k bireysel bir yarat\u0131c\u0131l\u0131k alan\u0131 de\u011fil, b\u00fcy\u00fck veri ekonomisinin bir par\u00e7as\u0131 m\u0131?<\/p>\n\n\n\n<p>Sanat\u0131n finansal dinamikleri de\u011fi\u015firken, yapay zeka sanat\u0131n\u0131n y\u00fcksek fiyatlara sat\u0131lmas\u0131, sanat piyasas\u0131nda yeni bir d\u00f6nemi mi ba\u015flat\u0131yor?<\/p>\n\n\n\n<p>Sanat\u0131n Gelece\u011fi: \u0130nsan m\u0131, Makine mi?<\/p>\n\n\n\n<p>Sanat, tarih boyunca insan\u0131n duygu ve d\u00fc\u015f\u00fcncelerinin bir yans\u0131mas\u0131 oldu. Sanat\u00e7\u0131, sezgisiyle yarat\u0131r; eserine hikayesini, ruhunu ve eme\u011fini katar. Ancak yapay zeka ile \u00fcretilen eserler, bu s\u00fcreci yeniden tan\u0131ml\u0131yor.<\/p>\n\n\n\n<p>Edmond Belamy\u2019nin Portresi ve Th\u00e9\u00e2tre D\u2019Op\u00e9ra Spatial, sanat\u0131n d\u00f6n\u00fc\u015f\u00fcm\u00fcn\u00fc g\u00f6zler \u00f6n\u00fcne seriyor. Yapay zekan\u0131n \u00fcretti\u011fi eserler art\u0131k m\u00fczayedelerde sat\u0131l\u0131yor, \u00f6d\u00fcller kazan\u0131yor ve sanat d\u00fcnyas\u0131nda tart\u0131\u015fmalara neden oluyor. Geleneksel sanat\u0131n de\u011ferleri ile makinelerin yarat\u0131c\u0131 s\u00fcreci aras\u0131ndaki s\u0131n\u0131r giderek bulan\u0131kla\u015f\u0131yor.<\/p>\n\n\n\n<p>Sanat\u0131n \u00f6z\u00fc, yaln\u0131zca teknik bir \u00fcretim de\u011fil, insan\u0131n duygu ve niyetinin bir yans\u0131mas\u0131d\u0131r. Yapay zeka bu s\u00fcrece dahil olsa da sanat, anlam ve ruh aray\u0131\u015f\u0131n\u0131 s\u00fcrd\u00fcren bir ifade bi\u00e7imi olarak var olmaya devam edecek.<\/p>\n\n\n\n<p>Gelecekte sanat\u0131n nas\u0131l \u015fekillenece\u011fini zaman g\u00f6sterecek. Ama de\u011fi\u015fmeyecek bir \u015fey var: Sanat, ister insan yaps\u0131n ister makine, \u00f6z\u00fcnde hep bir hik\u00e2ye anlatma \u00e7abas\u0131 olacak.<\/p>\n\n\n\n<p>Bu noktada, baz\u0131 filmler de bu sorulara \u0131\u015f\u0131k tutuyor. \u0130\u015fte bu tart\u0131\u015fmaya farkl\u0131 a\u00e7\u0131lardan yakla\u015fan birka\u00e7 film \u00f6nerisi:<\/p>\n\n\n\n<p>\ud83d\udccc Ex Machina (2014) \u2013 Bir yapay zeka robotunun, insan duygular\u0131n\u0131 ve sanat anlay\u0131\u015f\u0131n\u0131 nas\u0131l manip\u00fcle edebilece\u011fini sorgulayan \u00e7arp\u0131c\u0131 bir film. Yapay zeka sanat\u00e7\u0131lar\u0131n\u0131n bilin\u00e7siz ama etkileyici eserler \u00fcretmesi gibi, filmde de AI\u2019n\u0131n insan yarat\u0131c\u0131l\u0131\u011f\u0131n\u0131 nas\u0131l taklit edebilece\u011fi tart\u0131\u015f\u0131l\u0131yor.<\/p>\n\n\n\n<p>\ud83d\udccc Her (2013) \u2013 Bir yapay zeka ile insan aras\u0131ndaki duygusal ve sanatsal etkile\u015fimi ele alan bir film. E\u011fer sanat, duygular\u0131n bir yans\u0131mas\u0131ysa, bir yapay zeka duygu \u00fcretmeden nas\u0131l sanat yapabilir? Film, bu sorunun dolayl\u0131 bir yan\u0131t\u0131n\u0131 sunuyor.<\/p>\n\n\n\n<p>\ud83d\udccc AI: Artificial Intelligence (2001) \u2013 Steven Spielberg\u2019\u00fcn y\u00f6netti\u011fi bu film, yapay zekan\u0131n insan yarat\u0131m s\u00fcre\u00e7lerine nas\u0131l dahil olabilece\u011fini dramatik bir dille ele al\u0131yor. Sanat, an\u0131lar ve duygular \u00fczerine d\u00fc\u015f\u00fcnd\u00fcr\u00fcc\u00fc bir yap\u0131m.<\/p>\n\n\n\n<p>Sanat\u0131n gelece\u011fi belki de tam burada, bu filmlerin sordu\u011fu sorular\u0131n i\u00e7inde gizli.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" data-id=\"465\" src=\"https:\/\/bernakaya.com.tr\/blog\/wp-content\/uploads\/2025\/01\/153A125C-126F-4240-9868-F803872B4F78.png\" alt=\"\" class=\"wp-image-465\" srcset=\"https:\/\/bernakaya.com.tr\/blog\/wp-content\/uploads\/2025\/01\/153A125C-126F-4240-9868-F803872B4F78.png 1024w, https:\/\/bernakaya.com.tr\/blog\/wp-content\/uploads\/2025\/01\/153A125C-126F-4240-9868-F803872B4F78-300x300.png 300w, https:\/\/bernakaya.com.tr\/blog\/wp-content\/uploads\/2025\/01\/153A125C-126F-4240-9868-F803872B4F78-150x150.png 150w, https:\/\/bernakaya.com.tr\/blog\/wp-content\/uploads\/2025\/01\/153A125C-126F-4240-9868-F803872B4F78-768x768.png 768w, https:\/\/bernakaya.com.tr\/blog\/wp-content\/uploads\/2025\/01\/153A125C-126F-4240-9868-F803872B4F78-400x400.png 400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Algoritmalar\u0131n elinden \u00e7\u0131kan eserler, estetik ve yarat\u0131c\u0131l\u0131\u011fa dair ezberleri bozuyor. \u0130nsan ile makine aras\u0131ndaki bu sanatsal diyalog, sanat\u0131n gelece\u011fine \u0131\u015f\u0131k tutuyor. Sanat dedi\u011fimiz \u015fey insana [&#8230;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-464","post","type-post","status-publish","format-standard","hentry","category-her-gun-yeniden-baslarim"],"_links":{"self":[{"href":"https:\/\/bernakaya.com.tr\/blog\/wp-json\/wp\/v2\/posts\/464","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bernakaya.com.tr\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bernakaya.com.tr\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bernakaya.com.tr\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bernakaya.com.tr\/blog\/wp-json\/wp\/v2\/comments?post=464"}],"version-history":[{"count":4,"href":"https:\/\/bernakaya.com.tr\/blog\/wp-json\/wp\/v2\/posts\/464\/revisions"}],"predecessor-version":[{"id":470,"href":"https:\/\/bernakaya.com.tr\/blog\/wp-json\/wp\/v2\/posts\/464\/revisions\/470"}],"wp:attachment":[{"href":"https:\/\/bernakaya.com.tr\/blog\/wp-json\/wp\/v2\/media?parent=464"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bernakaya.com.tr\/blog\/wp-json\/wp\/v2\/categories?post=464"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bernakaya.com.tr\/blog\/wp-json\/wp\/v2\/tags?post=464"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}