{"id":5985,"date":"2026-03-19T22:02:32","date_gmt":"2026-03-19T19:02:32","guid":{"rendered":"https:\/\/neoberidhaber.kahveciyazilim.com\/?p=5985"},"modified":"2026-03-19T22:02:32","modified_gmt":"2026-03-19T19:02:32","slug":"kayip-bir-dilin-izinde-indus-yazisi-icin-dijital-bir-rosetta-tasi-araniyor","status":"publish","type":"post","link":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/2026\/03\/19\/kayip-bir-dilin-izinde-indus-yazisi-icin-dijital-bir-rosetta-tasi-araniyor\/","title":{"rendered":"Kay\u0131p Bir Dilin \u0130zinde: \u0130ndus Yaz\u0131s\u0131 \u0130\u00e7in Dijital Bir Rosetta Ta\u015f\u0131 Aran\u0131yor"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>Kozmik Bir \u015eifre Gibi: \u0130ndus Vadisi\u2019nin Dilsiz \u0130\u015faretleri<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Pakistan\u2019dan Afganistan\u2019a uzanan geni\u015f topraklarda M\u00d6 2600 ile 1900 y\u0131llar\u0131 aras\u0131nda parlayan \u0130ndus Vadisi Uygarl\u0131\u011f\u0131, sofistike \u015fehir planlamalar\u0131yla biliniyor. Ancak bu halk\u0131n en b\u00fcy\u00fck miras\u0131 olan <strong>Harappa yaz\u0131s\u0131<\/strong>, aradan ge\u00e7en binlerce y\u0131la ra\u011fmen hala &#8220;okunamaz&#8221; stat\u00fcs\u00fcn\u00fc koruyor.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Neden De\u015fifre Edilemiyor?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Wolverhampton \u00dcniversitesi&#8217;nden Michael Philip Oakes&#8217;e g\u00f6re, bu de\u015fifre s\u00fcrecinin \u00f6n\u00fcnde \u00fc\u00e7 dev engel var:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Metinlerin K\u0131sal\u0131\u011f\u0131:<\/strong> Bulunan binlerce eserdeki metinlerin ortalama uzunlu\u011fu sadece be\u015f i\u015faret. Bu, dilbilimsel bir \u00f6r\u00fcnt\u00fc yakalamay\u0131 imkans\u0131z hale getiriyor.<\/li>\n\n\n\n<li><strong>\u0130kinci Bir Dil Yok:<\/strong> M\u0131s\u0131r hiyerogliflerini \u00e7\u00f6zen Rosetta Ta\u015f\u0131 gibi, \u0130ndus yaz\u0131s\u0131n\u0131 bilinen ba\u015fka bir dille (\u00f6rne\u011fin S\u00fcmerce) yan yana sunan bir eser hen\u00fcz bulunamad\u0131.<\/li>\n\n\n\n<li><strong>Dil mi, Sembol m\u00fc?<\/strong> Baz\u0131 akademisyenler, bu i\u015faretlerin bir dili temsil etmedi\u011fini, sadece m\u00fclkiyet veya aidiyet belirten &#8220;amblemler&#8221; oldu\u011funu savunuyor.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Yapay Zeka Bir &#8220;Kurtar\u0131c\u0131&#8221; Olabilir mi?<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Nebraska-Lincoln \u00dcniversitesi&#8217;nden Peter Revesz ve Washington \u00dcniversitesi&#8217;nden Rajesh Rao gibi uzmanlar, <strong>Yapay Zeka<\/strong>&#8216;n\u0131n s\u00fcreci h\u0131zland\u0131rabilece\u011fine inan\u0131yor.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0130statistiksel Kan\u0131t:<\/strong> 2000&#8217;li y\u0131llarda yap\u0131lan AI analizleri, i\u015faretlerin rastgele olmad\u0131\u011f\u0131n\u0131 ve bir dili kodlayan istatistiksel \u00f6r\u00fcnt\u00fclere sahip oldu\u011funu kan\u0131tlad\u0131.<\/li>\n\n\n\n<li><strong>Veri Madencili\u011fi:<\/strong> Algoritmalar, hangi i\u015faretlerin yan yana gelme s\u0131kl\u0131\u011f\u0131n\u0131n y\u00fcksek oldu\u011funu belirleyerek &#8220;sanal bir s\u00f6zl\u00fck&#8221; olu\u015fturmaya \u00e7al\u0131\u015f\u0131yor.<\/li>\n\n\n\n<li><strong>Say\u0131 Sistemleri:<\/strong> Ara\u015ft\u0131rmac\u0131lar, dikey \u00e7izgilerin (\u00e7etele) say\u0131lar\u0131 temsil etti\u011fini ve bu sistemin 1, 2, 4, 8 gibi oranlara dayanan antik bir a\u011f\u0131rl\u0131k \u00f6l\u00e7\u00fcm\u00fcyle ba\u011flant\u0131l\u0131 olabilece\u011fini d\u00fc\u015f\u00fcn\u00fcyor.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u0130nsan Sezgisi vs. Makine G\u00fcc\u00fc<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Steve Bonta gibi ara\u015ft\u0131rmac\u0131lar, yaz\u0131n\u0131n asl\u0131nda k\u0131smen \u00e7\u00f6z\u00fcld\u00fc\u011f\u00fcn\u00fc ancak akademik d\u00fcnyan\u0131n bu radikal ke\u015fifleri kabul etmekte direndi\u011fini \u00f6ne s\u00fcr\u00fcyor. Ancak herkesin birle\u015fti\u011fi nokta \u015fu: Yapay zeka ne kadar g\u00fc\u00e7l\u00fc olursa olsun, nihai anlamland\u0131rma i\u00e7in <strong>insan rehberli\u011fine<\/strong> ve tercihen toprak alt\u0131ndan \u00e7\u0131kacak <strong>daha uzun metinlere<\/strong> ihtiya\u00e7 var.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Kaynak:\u00a0\u00a0<a href=\"https:\/\/evrimagaci.org\/indus-vadisinin-cozulemeyen-yazisi-yapay-zeka-ile-desifre-edilebilir-mi-22502\" data-type=\"link\" data-id=\"https:\/\/evrimagaci.org\/indus-vadisinin-cozulemeyen-yazisi-yapay-zeka-ile-desifre-edilebilir-mi-22502\">Evrim A\u011fac\u0131<\/a><\/strong><\/p>\n\n\n<div class=\"wp-block-post-author\"><div class=\"wp-block-post-author__avatar\"><img alt='' src='https:\/\/secure.gravatar.com\/avatar\/7aa2fa816019145edcb28b57f49f72b3e1caebcb19884adf0783399888b2d8e6?s=48&#038;d=mm&#038;r=g' srcset='https:\/\/secure.gravatar.com\/avatar\/7aa2fa816019145edcb28b57f49f72b3e1caebcb19884adf0783399888b2d8e6?s=96&#038;d=mm&#038;r=g 2x' class='avatar avatar-48 photo' height='48' width='48' \/><\/div><div class=\"wp-block-post-author__content\"><p class=\"wp-block-post-author__name\">Mahmut Can Yal\u00e7\u0131n<\/p><\/div><\/div>\n\n\n<p class=\"wp-block-paragraph\"><strong>G\u00fcncellenme Tarihi:<\/strong>\u00a0Mart 19, 2026 21:02<\/p>\n","protected":false},"excerpt":{"rendered":"Mezopotamya ve M\u0131s\u0131r ile \u00e7a\u011fda\u015f olan \u0130ndus Vadisi Uygarl\u0131\u011f\u0131, ard\u0131nda y\u00fczlerce karma\u015f\u0131k i\u015faret b\u0131rakt\u0131; ancak bu yaz\u0131y\u0131 okuyabilen tek bir insan bile hayatta de\u011fil. Bir &#8216;Rosetta Ta\u015f\u0131&#8217;ndan yoksun olan ara\u015ft\u0131rmac\u0131lar, \u015fimdi veri madencili\u011fi ve yapay zeka algoritmalar\u0131yla bu dilsiz i\u015faretlere ses vermeye \u00e7al\u0131\u015f\u0131yor. Peki, makineler binlerce y\u0131ll\u0131k bu kadim bilmeceyi insan sezgisinden daha iyi mi \u00e7\u00f6zecek?","protected":false},"author":6,"featured_media":5986,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_display_header_overlay":false,"csco_singular_sidebar":"","csco_page_header_type":"","csco_page_load_nextpost":"","csco_post_video_location":[],"csco_post_video_location_hash":"","csco_post_video_url":"","csco_post_video_bg_start_time":0,"csco_post_video_bg_end_time":0,"footnotes":""},"categories":[212,1],"tags":[],"class_list":["post-5985","post","type-post","status-publish","format-standard","has-post-thumbnail","category-bilim","category-genel","cs-entry","cs-video-wrap"],"_links":{"self":[{"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/posts\/5985","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/comments?post=5985"}],"version-history":[{"count":1,"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/posts\/5985\/revisions"}],"predecessor-version":[{"id":5987,"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/posts\/5985\/revisions\/5987"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/media\/5986"}],"wp:attachment":[{"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/media?parent=5985"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/categories?post=5985"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/tags?post=5985"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}