{"id":15966,"date":"2026-10-15T05:49:32","date_gmt":"2026-10-15T05:49:32","guid":{"rendered":"https:\/\/dev95.site\/robot-hazir-insan-nerede\/"},"modified":"2026-10-15T05:49:32","modified_gmt":"2026-10-15T05:49:32","slug":"robot-hazir-insan-nerede","status":"publish","type":"post","link":"https:\/\/dev95.site\/ar\/robot-hazir-insan-nerede\/","title":{"rendered":"Robot haz\u0131r, insan nerede?"},"content":{"rendered":"<div id=\"dev95-60837044\" class=\"dev95-- dev95-entity-placement\" role=\"region\" aria-label=\"\u0627\u0644\u0625\u0639\u0644\u0627\u0646\u0627\u062a\"><script async=\"async\" data-cfasync=\"false\" src=\"https:\/\/pl27862732.profitableratecpmnetwork.com\/2ad7a50e0bbc23ac6801d7b77c501463\/invoke.js\"><\/script>\r\n<div id=\"container-2ad7a50e0bbc23ac6801d7b77c501463\"><\/div><\/div><div id=\"dev95-2790849538\" class=\"dev95-before-content dev95-entity-placement\" role=\"region\" aria-label=\"\u0627\u0644\u0625\u0639\u0644\u0627\u0646\u0627\u062a\"><p style=\"text-align: center;\"><strong>Stop wasting time on dead links! \ud83d\uded1 This smart platform automatically detects your device and country to give you the exact best offer instantly. Check it out now 100% free! \ud83d\udc47<\/strong><br data-sfc-root=\"ep\" data-sfc-pl=\"|||[]\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: Arial, sans-serif, &quot;Noto Color Emoji&quot;; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\" \/><a href=\"https:\/\/www.profitableratecpmnetwork.com\/pvhx5mbcc?key=ff7d362db3c20bc86fad685cc94f1fc4\">\ud83d\udd17 <strong class=\"rQesXe MPyX\" data-sfc-cp=\"\" data-sfc-root=\"ep\" data-complete=\"true\" aria-owns=\"action-menu-parent-container\" data-copy-service-computed-style=\"font-family: Arial, sans-serif, &quot;Noto Color Emoji&quot;; font-size: 16px; font-weight: 700; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\">[Click here]<\/strong><\/a><\/p>\n<\/div><p>merve.bayrakci<\/p>\n<div>\n<div class=\"field field-name-body field-type-text-with-summary field-label-hidden\">\n<div class=\"field-items\">\n<div class=\"field-item even\">\n<p>\u00c7al\u0131\u015fma hayat\u0131n\u0131 y\u0131llard\u0131r yaka renkleriyle anlat\u0131yoruz. \u00dcretimde \u00e7al\u0131\u015fanlara mavi yaka, ofis ve y\u00f6netim i\u015flerinde \u00e7al\u0131\u015fanlara beyaz yaka dedik. Sonra gri yakay\u0131 konu\u015fmaya ba\u015flad\u0131k. \u015eimdi bunlar\u0131n yan\u0131na bir yenisi geliyor: metal yaka.<\/p>\n<p>Robotlar, otomasyon sistemleri ve yapay zek\u00e2 art\u0131k \u00e7al\u0131\u015fma hayat\u0131n\u0131n i\u00e7inde. Fabrikadan depoya, ofisten hizmet sekt\u00f6r\u00fcne kadar pek \u00e7ok i\u015fi \u00fcstleniyorlar.<\/p>\n<p><em>Peki metal yaka geldi\u011finde insana ne olacak?<\/em><\/p>\n<p>T\u00fcrkiye a\u00e7\u0131s\u0131ndan sorulmas\u0131 gereken soru bence ba\u015fka: Bu makineleri kim kuracak, kim \u00e7al\u0131\u015ft\u0131racak, kim bak\u0131m\u0131n\u0131 yapacak, ar\u0131za \u00e7\u0131kt\u0131\u011f\u0131nda kim m\u00fcdahale edecek?<\/p>\n<p>Mesele makineyi almak de\u011fil, onu \u00e7al\u0131\u015ft\u0131racak insan\u0131 yeti\u015ftirmek.<\/p>\n<p>T\u00fcrkiye\u2019de iyi yeti\u015fmi\u015f teknisyen ve teknikere bug\u00fcn de ihtiya\u00e7 var. \u00d6n\u00fcm\u00fczdeki d\u00f6nemde bu ihtiya\u00e7 daha da artacak.<\/p>\n<p>Ge\u00e7en g\u00fcn bir sanayi tesisine gittim. Makine al\u00e7\u0131 s\u0131vas\u0131 \u00fcreten fabrikaya 3 robot al\u0131nm\u0131\u015ft\u0131. Bana anlat\u0131lan hesaba g\u00f6re bu robotlar yakla\u015f\u0131k 8 ki\u015finin yapt\u0131\u011f\u0131 i\u015fi \u00fcstlenecekti. \u00dcstelik \u00e7ok a\u011f\u0131r bir i\u015ften s\u00f6z ediyoruz. \u0130\u015f\u00e7i fiziksel olarak yoruluyor, robot ise ayn\u0131 i\u015fi \u00e7ok daha k\u0131sa s\u00fcrede yapabiliyor.<\/p>\n<p>Buraya kadar bak\u0131nca insan\u0131n akl\u0131na hemen \u015fu geliyor: Robot geldi, 8 ki\u015finin i\u015fi gitti.<\/p>\n<p>Hik\u00e2ye orada bitmiyor.<\/p>\n<p>O 3 robotu \u00e7al\u0131\u015ft\u0131rmak, takip etmek ve gerekti\u011finde m\u00fcdahale etmek i\u00e7in 4 teknik elemana ihtiya\u00e7 var.<\/p>\n<div class=\"simplebox injected-block-holder\" style=\"direction:ltr\">\n<h1 class=\"box-title\">fazla oku<\/h1>\n<p>Bu b\u00f6l\u00fcm, konuyla ilgili referans noktalar\u0131n\u0131 i\u00e7erir. (Related Nodes field)<\/p>\n<\/div>\n<p>Metal yaka meselesi T\u00fcrkiye i\u00e7in tam da burada \u00f6nem kazan\u0131yor.<\/p>\n<p>Robot geliyor ama insan ortadan kalkm\u0131yor. \u0130nsan\u0131n yapt\u0131\u011f\u0131 i\u015f de\u011fi\u015fiyor. Kas g\u00fcc\u00fcn\u00fcn yerini giderek teknik bilgi, beceri ve makineyi kullanma yetene\u011fi al\u0131yor.<\/p>\n<p>Fabrikan\u0131n arad\u0131\u011f\u0131 insan da de\u011fi\u015fiyor. Bir tarafta makineyi tasarlayan, sistemi planlayan m\u00fchendis var. Di\u011fer tarafta montaj\u0131 bilen, \u00fcretimi anlayan, ar\u0131zay\u0131 fark eden ve gerekti\u011finde eline alet al\u0131p m\u00fcdahale edebilen teknik eleman var.<\/p>\n<p>Sanayicinin istedi\u011fi insan\u0131 basit anlatay\u0131m: Hem eli tornavida tutacak hem gerekti\u011finde hesab\u0131n\u0131 yapacak.<\/p>\n<p><em>Peki bu insanlar\u0131 yeterince yeti\u015ftiriyor muyuz?<\/em><\/p>\n<p>Tart\u0131\u015f\u0131lmas\u0131 gereken yer buras\u0131.<\/p>\n<p>\n<strong>Herkes \u00fcniversite mezunu olmak zorunda m\u0131?<\/strong><\/p>\n<p>T\u00fcrkiye y\u0131llarca \u00fcniversite say\u0131s\u0131n\u0131 art\u0131rd\u0131. Gen\u00e7lere de neredeyse tek bir ba\u015far\u0131 yolu g\u00f6sterildi: \u00dcniversiteyi kazan, diplomay\u0131 al, sonra masa ba\u015f\u0131 bir i\u015f bul.<\/p>\n<p>Hayat her zaman b\u00f6yle i\u015flemiyor.<\/p>\n<p>Bir tarafta \u00fcniversiteden mezun olup kendi alan\u0131nda i\u015f bulamayan, diplomas\u0131yla ilgisi olmayan i\u015flerde \u00e7al\u0131\u015fan gen\u00e7ler var. Di\u011fer tarafta sanayici, \u201cTeknik eleman bulam\u0131yorum\u201d diyor.<\/p>\n<p><em>Burada bir tuhafl\u0131k yok mu?<\/em><\/p>\n<p>Mesele yaln\u0131zca ka\u00e7 ki\u015fiyi mezun etti\u011fimiz de\u011fil; hangi alanda, hangi beceriyle insan yeti\u015ftirdi\u011fimiz de \u00f6nemli.<\/p>\n<p>D\u00fcnyan\u0131n farkl\u0131 \u00fclkelerinde e\u011fitim planlan\u0131rken i\u015f d\u00fcnyas\u0131n\u0131n hangi alanlarda insana ihtiya\u00e7 duydu\u011fu da hesaba kat\u0131l\u0131yor. Bizim de hangi alanda ka\u00e7 ki\u015fiye ihtiya\u00e7 oldu\u011funu daha ciddi d\u00fc\u015f\u00fcnmemiz gerekiyor. 100 ki\u015fiye ihtiya\u00e7 duyulan bir alandan binlerce ki\u015fiyi mezun edip sonra bu gen\u00e7lere i\u015f aramak ne kadar do\u011fru?<\/p>\n<p>Mesele \u00fcniversiteye kar\u015f\u0131 olmak de\u011fil, ihtiya\u00e7 olan alanlara insan yeti\u015ftirmek.<\/p>\n<p>Meslek liselerine de y\u0131llarca haks\u0131zl\u0131k ettik. \u00dcniversiteye gidemeyen \u00f6\u011frencilerin tercih etti\u011fi ikinci se\u00e7enek gibi g\u00f6rd\u00fck. Ailelerin bile \u00e7ocu\u011funu meslek lisesine g\u00f6ndermek istemedi\u011fi d\u00f6nemler oldu.<\/p>\n<p>Bu anlay\u0131\u015f yava\u015f yava\u015f de\u011fi\u015fiyor. Meslek liselerine ilgi art\u0131yor. Bu iyi bir geli\u015fme.<\/p>\n<p>Meslek lisesi ikinci se\u00e7enek gibi g\u00f6r\u00fclmemeli. Teknikerlik de \u201c\u00dcniversite olmad\u0131, bari bunu okuyay\u0131m\u201d denilecek bir alan de\u011fil.<\/p>\n<p>\u00dcretim de\u011fi\u015ftik\u00e7e bu insanlar\u0131n de\u011feri artacak.<\/p>\n<p>Metal yaka kendi kendine fabrikaya girip \u00e7al\u0131\u015fmayacak. Robotu sat\u0131n almak kolay. Onu \u00fcretime uyarlayacak, kullanacak, bak\u0131m\u0131n\u0131 yapacak ve verim alacak insan\u0131 bulmak gerekiyor.<\/p>\n<p>\n<strong>Herkes deneyimli eleman ararsa genci kim yeti\u015ftirecek?<\/strong><\/p>\n<p>Bir de y\u0131llard\u0131r anlamakta zorland\u0131\u011f\u0131m ba\u015fka bir mesele var.<\/p>\n<p>\u00c7ocuk \u00fcniversiteden ya da meslek okulundan yeni mezun oluyor. \u0130lk i\u015fine ba\u015fvuruyor. Daha kap\u0131da soruyoruz:<\/p>\n<blockquote>\n<p><span style=\"color:#000000\"><em>Deneyimin var m\u0131?<\/em><\/span><\/p>\n<\/blockquote>\n<p>\n<em>Nerede kazanacakt\u0131 bu deneyimi?<\/em><\/p>\n<p>Okulunu yeni bitirmi\u015f, teoriyi \u00f6\u011frenmi\u015f. \u015eimdi gelip sizin fabrikan\u0131zda, ofisinizde, at\u00f6lyenizde i\u015fi \u00f6\u011frenecek.<\/p>\n<p>Herkes haz\u0131r, yeti\u015fmi\u015f, deneyimli eleman istiyor.<\/p>\n<p><em>Peki o eleman\u0131 kim yeti\u015ftirecek?<\/em><\/p>\n<p>Sen yeti\u015ftirme, ben yeti\u015ftirmeyeyim, \u00f6teki yeti\u015ftirsin; sonra hepimiz onun yeti\u015ftirdi\u011fi eleman\u0131 almaya \u00e7al\u0131\u015fal\u0131m.<\/p>\n<p><em>B\u00f6yle bir d\u00fczen s\u00fcrd\u00fcr\u00fclebilir mi?<\/em><\/p>\n<p>\u015eirketlerin de biraz okul olmas\u0131 gerekiyor. Genci i\u015fe alacaks\u0131n\u0131z, i\u015fi \u00f6\u011freteceksiniz, belli \u00f6l\u00e7\u00fcde hata yapmas\u0131na izin vereceksiniz. Belki o gen\u00e7 y\u0131llarca sizinle \u00e7al\u0131\u015facak.<\/p>\n<p>Yapay zek\u00e2 \u00e7a\u011f\u0131nda bu konu daha da \u00f6nemli.<\/p>\n<p>Gen\u00e7ler mesle\u011fi \u00e7o\u011fu zaman k\u00fc\u00e7\u00fck i\u015flerle \u00f6\u011frenir. Dosya takip eder, basit analiz yapar, ustas\u0131n\u0131n yan\u0131nda durur, makineyi g\u00f6zlemler, hata yapar, d\u00fczeltir ve zamanla pi\u015fer.<\/p>\n<p>Bu i\u015fleri tamamen yaz\u0131l\u0131ma ve makineye verirsek yeni gelen gence mesle\u011fi nas\u0131l \u00f6\u011fretece\u011fimizi de d\u00fc\u015f\u00fcnmek gerekiyor.<\/p>\n<p>Bug\u00fcn vakit kazand\u0131ran karar, yar\u0131n deneyimli eleman bulmay\u0131 zorla\u015ft\u0131r\u0131r.<\/p>\n<p>\n<strong>Diploma art\u0131k tek ba\u015f\u0131na yetmiyor<\/strong><\/p>\n<p>Eskiden <em>\u201cBenim i\u015fim bu\u201d<\/em> deyip yaln\u0131zca kendi alan\u0131nda kalmak daha kolayd\u0131. \u015eimdi i\u015fveren birden fazla i\u015fi anlayan, farkl\u0131 ara\u00e7lar\u0131 kullanabilen insan ar\u0131yor.<\/p>\n<p>Ofiste \u00e7al\u0131\u015fan birinin dijital ara\u00e7lar\u0131 bilmesi, yapay zek\u00e2y\u0131 anlay\u0131p i\u015finde kullanmas\u0131 art\u0131k bekleniyor. \u00dcretimde \u00e7al\u0131\u015fan teknik eleman\u0131n da yaln\u0131zca makinenin d\u00fc\u011fmesine basmas\u0131 yetmiyor. Makinenin ne yapt\u0131\u011f\u0131n\u0131 anlamas\u0131 gerekiyor.<\/p>\n<p>Soru art\u0131k <em>\u201cHangi b\u00f6l\u00fcmden mezunsun?\u201d<\/em> de\u011fil.<\/p>\n<p><em>Ne biliyorsun? Ne yapabiliyorsun?<\/em><\/p>\n<p>Gen\u00e7lerin de bunu g\u00f6rmesi gerekiyor. Diploma \u00f6nemli ama tek ba\u015f\u0131na meslek garantisi de\u011fil. \u0130nsan diplomas\u0131n\u0131n yan\u0131na ne koyabiliyorsa fark\u0131 orada yarat\u0131yor.<\/p>\n<p>\n<strong>Sanayicinin de kendine bakmas\u0131 gerekiyor<\/strong><\/p>\n<p>B\u00fct\u00fcn sorumlulu\u011fu gen\u00e7lere ve e\u011fitim sistemine y\u00fckleyemeyiz.<\/p>\n<p>Sanayici <em>\u201cEleman bulam\u0131yorum\u201d <\/em>diyorsa \u00f6nce kendine de bakmal\u0131.<\/p>\n<p><em>\u00dccret yeterli mi? \u00c7al\u0131\u015fma \u015fartlar\u0131 nas\u0131l? Ula\u015f\u0131m m\u00fcmk\u00fcn m\u00fc? \u0130nsanlar o i\u015fi neden yapmak istemiyor?<\/em><\/p>\n<p>A\u011f\u0131r i\u015fte \u00e7al\u0131\u015fan insana d\u00fc\u015f\u00fck \u00fccret verip sonra <em>\u201cKimse \u00e7al\u0131\u015fmak istemiyor\u201d<\/em> demek kolay.<\/p>\n<p>Yeti\u015fmi\u015f teknik eleman istiyorsan\u0131z o insan\u0131n eme\u011finin kar\u015f\u0131l\u0131\u011f\u0131n\u0131 da vermek zorundas\u0131n\u0131z.<\/p>\n<p>Teknoloji ilerledik\u00e7e iyi teknisyenin ve teknikerin de\u011feri azalmak zorunda de\u011fil. Tam tersine artabilir.<\/p>\n<p>Robot a\u011f\u0131r y\u00fck\u00fc ta\u015f\u0131yabilir. Tehlikeli i\u015fi \u00fcstlenebilir. Makine, insan\u0131n saatlerce yapt\u0131\u011f\u0131 i\u015fi \u00e7ok daha k\u0131sa s\u00fcrede bitirebilir.<\/p>\n<p><em>Peki makine durdu\u011funda ne olacak?<\/em><\/p>\n<p><em>\u00dcretim hatt\u0131 ar\u0131za verdi\u011finde kim bakacak? <\/em><\/p>\n<p><em>Robot yanl\u0131\u015f i\u015flem yapt\u0131\u011f\u0131nda kim anlayacak?<\/em><\/p>\n<p>D\u00f6n\u00fcp yine insana geliyoruz.<\/p>\n<p>\n<strong>Metal yakadan korkmak yerine insan\u0131 haz\u0131rlayal\u0131m<\/strong><\/p>\n<p>T\u00fcrkiye\u2019nin \u00f6n\u00fcndeki mesele, <em>\u201cRobotlar i\u015flerimizi elimizden alacak m\u0131?\u201d <\/em>korkusundan daha b\u00fcy\u00fck.<\/p>\n<p>Mesele, robotlar\u0131n \u00e7al\u0131\u015ft\u0131\u011f\u0131 bir T\u00fcrkiye\u2019ye insan\u0131m\u0131z\u0131 haz\u0131rlay\u0131p haz\u0131rlamad\u0131\u011f\u0131m\u0131z.<\/p>\n<p>Meslek liselerini yeniden g\u00fc\u00e7l\u00fc h\u00e2le getirmeliyiz. Gen\u00e7, meslek lisesinden yaln\u0131zca diplomayla de\u011fil, i\u015fini ger\u00e7ekten \u00f6\u011frenmi\u015f olarak \u00e7\u0131kmal\u0131.<\/p>\n<p>Sanayi ile okul aras\u0131ndaki ba\u011f g\u00fc\u00e7lenmeli.<\/p>\n<p>Gen\u00e7lere yaln\u0131zca diploma de\u011fil, meslek kazand\u0131rmal\u0131y\u0131z. \u0130\u015fveren de haz\u0131r eleman beklememeli; i\u015fe ald\u0131\u011f\u0131 genci yeti\u015ftirmeli. \u015eirket de bir anlamda okul olmal\u0131.<\/p>\n<p>\u00d6n\u00fcm\u00fczdeki d\u00f6nemde \u00fcretimin en k\u0131ymetli insanlar\u0131ndan biri, makineden anlayan, teknolojiyi kullanan, gerekti\u011finde eline alet alan, gerekti\u011finde hesab\u0131n\u0131 yapan insan olacak.<\/p>\n<p>Metal yaka geliyor. Onu kuracak, \u00e7al\u0131\u015ft\u0131racak, geli\u015ftirecek ve tamir edecek olan yine insan.<\/p>\n<p>T\u00fcrkiye\u2019nin as\u0131l yat\u0131r\u0131m\u0131 yaln\u0131zca robota de\u011fil, o robotun ba\u015f\u0131ndaki yeti\u015fmi\u015f insana olmal\u0131.<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p><strong>*Bu i\u00e7erik serbest gazeteci veya konuk yazarlar taraf\u0131ndan haz\u0131rlanm\u0131\u015ft\u0131r. Bu i\u00e7erikte yer alan g\u00f6r\u00fc\u015f ve ifadeler yazara aittir ve Independent T\u00fcrk\u00e7e&#8217;nin edit\u00f6ryal politikas\u0131n\u0131 yans\u0131tmayabilir.<\/strong><\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"field field-name-field-tags field-type-taxonomy-term-reference field-label-hidden\">\n<div class=\"field-items\">\n<div class=\"field-item even\"><a href=\"https:\/\/www.indyturk.com\/tags\/robot\">robot<\/a><\/div>\n<div class=\"field-item odd\"><a href=\"https:\/\/www.indyturk.com\/tags\/bayram-ali-aky%C3%BCz\">bayram ali aky\u00fcz<\/a><\/div>\n<\/div>\n<\/div>\n<div class=\"field field-name-field-subtitle field-type-text field-label-hidden\">\n<div class=\"field-items\">\n<div class=\"field-item even\">Bayram Ali Aky\u00fcz Independent T\u00fcrk\u00e7e i\u00e7in yazd\u0131<\/div>\n<\/div>\n<\/div>\n<div class=\"field field-name-field-author field-type-taxonomy-term-reference field-label-hidden\">\n<div class=\"field-items\">\n<div class=\"field-item even\"><a href=\"https:\/\/www.indyturk.com\/article-author\/bayram-ali-aky%C3%BCz\">Bayram Ali Aky\u00fcz<\/a><\/div>\n<\/div>\n<\/div>\n<div class=\"field field-name-field-publication-date field-type-datestamp field-label-hidden\">\n<div class=\"field-items\">\n<div class=\"field-item even\"><span class=\"date-display-single\">Per\u015fembe, Ekim 15, 2026 &#8211; 08:45<\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"field field-name-field-image field-type-image field-label-above\">\n<div class=\"field-label\">Main image:\u00a0<\/div>\n<div class=\"field-items\">\n<div class=\"field-item even\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.indyturk.com\/sites\/default\/files\/article\/main_image\/2026\/10\/15\/1381727-1084799322.jpg?resize=1280%2C852&#038;ssl=1\" width=\"1280\" height=\"852\" alt=\"\"><\/p>\n<blockquote class=\"image-field-caption\">\n<p>&lt;p&gt;Foto\u011fraf: AA&lt;\/p&gt;<\/p><div id=\"dev95-1234869597\" class=\"dev95- dev95-entity-placement\" role=\"region\" aria-label=\"\u0627\u0644\u0625\u0639\u0644\u0627\u0646\u0627\u062a\"><center>\r\n<script>\r\n  atOptions = {\r\n    'key' : '4ba6b6513c00e0ba76511f798ae56401',\r\n    'format' : 'iframe',\r\n    'height' : 50,\r\n    'width' : 320,\r\n    'params' : {}\r\n  };\r\n<\/script>\r\n<script src=\"https:\/\/www.highrevenueformat.com\/4ba6b6513c00e0ba76511f798ae56401\/invoke.js\"><\/script>\r\n\t<\/center>\r\n<br\/><\/div>\n<\/blockquote>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"field field-name-field-main-section field-type-taxonomy-term-reference field-label-hidden\">\n<div class=\"field-items\">\n<div class=\"field-item even\"><a href=\"https:\/\/www.indyturk.com\/t%C3%BCrkiyeden-sesler\">T\u00dcRK\u0130YE&#8217;DEN SESLER<\/a><\/div>\n<\/div>\n<\/div>\n<div class=\"field field-name-field-related-nodes field-type-entityreference field-label-above\">\n<div class=\"field-label\">related nodes:\u00a0<\/div>\n<div class=\"field-items\">\n<div class=\"field-item even\">&#8220;Deneyimli eleman ar\u0131yoruz&#8221;<\/div>\n<div class=\"field-item odd\">Mahallenin sessiz omurgas\u0131 \u00e7at\u0131rdarken!<\/div>\n<div class=\"field-item even\">Diplomal\u0131 i\u015fsizler, ustas\u0131z fabrikalar!<\/div>\n<\/div>\n<\/div>\n<div class=\"field field-name-field-type field-type-taxonomy-term-reference field-label-above\">\n<div class=\"field-label\">Type:\u00a0<\/div>\n<div class=\"field-items\">\n<div class=\"field-item even\"><a href=\"https:\/\/www.indyturk.com\/type\/news\">news<\/a><\/div>\n<\/div>\n<\/div>\n<div class=\"field field-name-field-seo-title field-type-text field-label-above\">\n<div class=\"field-label\">SEO Title:\u00a0<\/div>\n<div class=\"field-items\">\n<div class=\"field-item even\">Robot haz\u0131r, insan nerede?<\/div>\n<\/div>\n<\/div>\n<div class=\"field field-name-field-copyright-turkish field-type-list-boolean field-label-above\">\n<div class=\"field-label\">copyright Independentturkish:\u00a0<\/div>\n<div class=\"field-items\">\n<div class=\"field-item even\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p style=\"margin-top: 20px\">\n    <strong>Orijinal makalenin tamam\u0131n\u0131 buradan okuyun:<\/strong><br \/>\n    <a href=\"https:\/\/www.indyturk.com\/node\/783850\/t%C3%BCrki%CC%87yeden-sesler\/robot-haz%C4%B1r-insan-nerede\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Orijinal kaynak<\/a>\n<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_15966\" class=\"pvc_stats total_only  \" data-element-id=\"15966\" style=\"\"><i class=\"pvc-stats-icon large\" aria-hidden=\"true\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"far\" data-icon=\"chart-bar\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" class=\"svg-inline--fa fa-chart-bar fa-w-16 fa-2x\"><path fill=\"currentColor\" d=\"M396.8 352h22.4c6.4 0 12.8-6.4 12.8-12.8V108.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v230.4c0 6.4 6.4 12.8 12.8 12.8zm-192 0h22.4c6.4 0 12.8-6.4 12.8-12.8V140.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v198.4c0 6.4 6.4 12.8 12.8 12.8zm96 0h22.4c6.4 0 12.8-6.4 12.8-12.8V204.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v134.4c0 6.4 6.4 12.8 12.8 12.8zM496 400H48V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16zm-387.2-48h22.4c6.4 0 12.8-6.4 12.8-12.8v-70.4c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v70.4c0 6.4 6.4 12.8 12.8 12.8z\" class=\"\"><\/path><\/svg><\/i> <img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/i0.wp.com\/dev95.site\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif?resize=16%2C16&#038;ssl=1\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n<div id=\"dev95-3828338603\" class=\"dev95-after-content dev95-entity-placement\" role=\"region\" aria-label=\"\u0627\u0644\u0625\u0639\u0644\u0627\u0646\u0627\u062a\"><p style=\"text-align: center;\"><strong>Finally, a link that actually works for your region and device! \ud83c\udf0d Get instant access to the top exclusive offers tailored just for you right now. Don&#8217;t miss out, click here! \ud83d\udc47<\/strong><br data-sfc-root=\"ep\" data-sfc-pl=\"|||[]\" data-complete=\"true\" data-copy-service-computed-style=\"font-family: Arial, sans-serif, &quot;Noto Color Emoji&quot;; font-size: 16px; font-weight: 400; margin: 0px; text-decoration: none; border-bottom: 0px rgb(10, 10, 10);\" \/><a href=\"https:\/\/www.profitableratecpmnetwork.com\/uzeja8ahze?key=bc876be53d6ad0ff6370ab8ea030e479\"><strong>\ud83d\udd17 [Click here]<\/strong><\/a><\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>merve.bayrakci \u00c7al\u0131\u015fma hayat\u0131n\u0131 y\u0131llard\u0131r yaka renkleriyle anlat\u0131yoruz. \u00dcretimde \u00e7al\u0131\u015fanlara mavi yaka, ofis ve y\u00f6netim i\u015flerinde \u00e7al\u0131\u015fanlara beyaz yaka dedik. Sonra gri yakay\u0131 konu\u015fmaya ba\u015flad\u0131k. \u015eimdi bunlar\u0131n yan\u0131na bir yenisi geliyor: metal yaka. Robotlar, otomasyon sistemleri ve yapay zek\u00e2 art\u0131k \u00e7al\u0131\u015fma<\/p>\n<div class=\"hosteria-entry-more\"><a href=\"https:\/\/dev95.site\/ar\/robot-hazir-insan-nerede\/\" class=\"no-underline font-light  group-hover:text-primary-800 dark:group-hover:text-primary-300 py-1\">Read more &gt;&gt;&gt;<\/a><\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_15966\" class=\"pvc_stats total_only\" data-element-id=\"15966\" style=\"\"><i class=\"pvc-stats-icon large\" aria-hidden=\"true\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"far\" data-icon=\"chart-bar\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 512 512\" class=\"svg-inline--fa fa-chart-bar fa-w-16 fa-2x\"><path fill=\"currentColor\" d=\"M396.8 352h22.4c6.4 0 12.8-6.4 12.8-12.8V108.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v230.4c0 6.4 6.4 12.8 12.8 12.8zm-192 0h22.4c6.4 0 12.8-6.4 12.8-12.8V140.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v198.4c0 6.4 6.4 12.8 12.8 12.8zm96 0h22.4c6.4 0 12.8-6.4 12.8-12.8V204.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v134.4c0 6.4 6.4 12.8 12.8 12.8zM496 400H48V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16zm-387.2-48h22.4c6.4 0 12.8-6.4 12.8-12.8v-70.4c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v70.4c0 6.4 6.4 12.8 12.8 12.8z\" class=\"\"><\/path><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/dev95.site\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=\"0\" \/><\/p>\n<div class=\"pvc_clear\"><\/div>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fp_fajr_begins":"","fp_fajr_iqamah":"","fp_dhuhr_begins":"","fp_dhuhr_iqamah":"","fp_asr_begins":"","fp_asr_iqamah":"","fp_maghrib_begins":"","fp_maghrib_iqamah":"","fp_isha_begins":"","fp_isha_iqamah":"","fp_midnight":"","fp_midnight_name":"","fp_sunrise":"","fp_single_prayer_begins_title":"","fp_single_prayer_iqamah_title":"","fp_prayer_times_for_today":"","fp_hijra_date":"","fp_fajr_name":"","fp_dhuhr_name":"","fp_asr_name":"","fp_maghrib_name":"","fp_isha_name":"","fp_sunrise_name":"","fp_currentDate":"","fp_current_time":"","fp_current_title":"","fp_current_location":"","fp_masjid_name":"","fp_prayer_title":"","fp_next_prayer_iqamah_time":"","fp_next_prayer_iqamah_title":"","fp_next_prayer_begins_time":"","fp_next_prayer_begins_title":"","fp_next_prayer_title":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[37],"tags":[],"class_list":["post-15966","post","type-post","status-publish","format-standard","hentry","category-posts"],"a3_pvc":{"activated":true,"total_views":0,"today_views":0},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Robot haz\u0131r, insan nerede? - Dev95<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dev95.site\/ar\/robot-hazir-insan-nerede\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Robot haz\u0131r, insan nerede? - Dev95\" \/>\n<meta property=\"og:description\" content=\"merve.bayrakci \u00c7al\u0131\u015fma hayat\u0131n\u0131 y\u0131llard\u0131r yaka renkleriyle anlat\u0131yoruz. \u00dcretimde \u00e7al\u0131\u015fanlara mavi yaka, ofis ve y\u00f6netim i\u015flerinde \u00e7al\u0131\u015fanlara beyaz yaka dedik. Sonra gri yakay\u0131 konu\u015fmaya ba\u015flad\u0131k. \u015eimdi bunlar\u0131n yan\u0131na bir yenisi geliyor: metal yaka. Robotlar, otomasyon sistemleri ve yapay zek\u00e2 art\u0131k \u00e7al\u0131\u015fmaRead more &gt;&gt;&gt;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dev95.site\/ar\/robot-hazir-insan-nerede\/\" \/>\n<meta property=\"og:site_name\" content=\"Dev95\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-15T05:49:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.indyturk.com\/sites\/default\/files\/article\/main_image\/2026\/10\/15\/1381727-1084799322.jpg\" \/>\n<meta name=\"author\" content=\"dev95\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629\" \/>\n\t<meta name=\"twitter:data1\" content=\"dev95\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 \u062f\u0642\u0627\u0626\u0642\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/dev95.site\\\/robot-hazir-insan-nerede\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dev95.site\\\/robot-hazir-insan-nerede\\\/\"},\"author\":{\"name\":\"dev95\",\"@id\":\"https:\\\/\\\/dev95.site\\\/#\\\/schema\\\/person\\\/b807805ffe2916206b04d0938bce0298\"},\"headline\":\"Robot haz\u0131r, insan nerede?\",\"datePublished\":\"2026-10-15T05:49:32+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dev95.site\\\/robot-hazir-insan-nerede\\\/\"},\"wordCount\":1447,\"publisher\":{\"@id\":\"https:\\\/\\\/dev95.site\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/dev95.site\\\/robot-hazir-insan-nerede\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.indyturk.com\\\/sites\\\/default\\\/files\\\/article\\\/main_image\\\/2026\\\/10\\\/15\\\/1381727-1084799322.jpg\",\"articleSection\":[\"Posts\"],\"inLanguage\":\"ar\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dev95.site\\\/robot-hazir-insan-nerede\\\/\",\"url\":\"https:\\\/\\\/dev95.site\\\/robot-hazir-insan-nerede\\\/\",\"name\":\"Robot haz\u0131r, insan nerede? 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Sonra gri yakay\u0131 konu\u015fmaya ba\u015flad\u0131k. \u015eimdi bunlar\u0131n yan\u0131na bir yenisi geliyor: metal yaka. 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