\n
\n\t2026, insans\u0131 robotlar\u0131n laboratuvarlardan \u00e7\u0131karak ger\u00e7ek i\u015f ya\u015fam\u0131na girmeye ba\u015flad\u0131\u011f\u0131 bir y\u0131l oldu. Bu s\u00fcre\u00e7, robotlar\u0131n \u201cne yapabileceklerini g\u00f6sterme\u201d a\u015famas\u0131ndan \u201cger\u00e7ekte ne yapabildiklerini kan\u0131tlama\u201d a\u015famas\u0131na ge\u00e7i\u015f olarak de\u011ferlendiriliyor.<\/p>\n
\n\tGe\u00e7en y\u0131l d\u00fcnya \u00e7ap\u0131nda yakla\u015f\u0131k 13 bin insans\u0131 robot, kullan\u0131lmak \u00fczere firmalara g\u00f6nderildi.\u200b\u200b\u200b\u200b\u200b\u200b\u200b Goldman Sachs verilerine g\u00f6re, 2026’da bu say\u0131n\u0131n 50 bin ila 100 bin aras\u0131nda seyretmesi \u00f6ng\u00f6r\u00fcl\u00fcyor.<\/p>\n
\n\t\u0130nsans\u0131 robotlar, havalimanlar\u0131, otomotiv fabrikalar\u0131, lojistik depolar\u0131n aralar\u0131nda bulundu\u011fu \u00e7ok farkl\u0131 alanlarda g\u00f6rev alabiliyor. 2028-2030 y\u0131llar\u0131n\u0131n ise insans\u0131 robotlar\u0131n g\u00fcnl\u00fck hayatta g\u00f6r\u00fclmeye ba\u015fland\u0131\u011f\u0131 bir d\u00f6nem olaca\u011f\u0131 de\u011ferlendiriliyor.<\/p>\n
\n\t\u0130nsans\u0131 robot teknolojileri alan\u0131nda bir\u00e7ok firma \u00e7al\u0131\u015fma y\u00fcr\u00fct\u00fcrken, ABD’nin Teksas eyaletinde, NASA’n\u0131n insans\u0131 robot projelerine dan\u0131\u015fmanl\u0131k yapan Teksas \u00dcniversitesi’nden iki akademisyen ile bir giri\u015fimcinin kurdu\u011fu Apptronik, haziran sonunda y\u00fczlerce insans\u0131 robotun sessizce e\u011fitildi\u011fi 8 bin metrekareden fazla b\u00fcy\u00fckl\u00fc\u011fe sahip “robot okulu” olarak da nitelendirilen Robot Park’\u0131n a\u00e7\u0131l\u0131\u015f\u0131n\u0131 yapt\u0131.<\/p>\n
\n\t7\/24 e\u011fitimle ger\u00e7ek g\u00f6revlere haz\u0131rlan\u0131yorlar<\/h2>\n
\n\t\u0130nsans\u0131 robot Apollo’yu geli\u015ftiren firma, 2023’te Apollo 1’i, \u015eubat 2025’ten bu yana e\u011fitilen Apollo 2’yi ise haziranda tan\u0131tt\u0131. S\u00f6z konusu Robot Park’ta y\u00fczlerce insans\u0131 robot 7 g\u00fcn 24 saat esas\u0131na g\u00f6re geli\u015ftirme s\u00fcrecine tabi tutuluyor. Robotlara ger\u00e7ek hayatta kullanacaklar\u0131 beceriler \u00f6\u011fretiliyor.<\/p>\n
\n\tRobot Park’\u0131n i\u00e7inde y\u00fczlerce Apollo 2 robotu, ger\u00e7ek m\u00fc\u015fteri sahalar\u0131nda kar\u015f\u0131la\u015facaklar\u0131 g\u00f6revleri tekrar tekrar yerine getiriyor. Lojistik, \u00fcretim, perakende ve di\u011fer end\u00fcstriyel ortamlara y\u00f6nelik olarak tasarlanan bu g\u00f6revler aras\u0131nda kutular\u0131 konvey\u00f6r bantlara y\u00fckleme, oyuncaklar\u0131 ve ara\u00e7lar\u0131 s\u0131n\u0131flama kutular\u0131na ay\u0131rma, e\u015fyalar\u0131 raflara dizme, paketleme, palet ta\u015f\u0131ma, envanter tarama ve kap\u0131 a\u00e7ma gibi i\u015flemler bulunuyor.<\/p>\n
\n\tRobotlar d\u00fcz olmayan zeminlerde y\u00fcr\u00fcmeyi, nesneleri kavray\u0131p b\u0131rakmay\u0131 ve insanlar i\u00e7in tasarlanm\u0131\u015f alanlarda hareket etmeyi de test ediyor. Tesis, iki farkl\u0131 konfig\u00fcrasyonda bulunan Apollo 2’yi ayn\u0131 anda \u00e7al\u0131\u015ft\u0131r\u0131yor. Tekerlekli versiyon, mevcut end\u00fcstriyel mobil robot g\u00fcvenlik standartlar\u0131na uyumlu oldu\u011fu i\u00e7in y\u00fcksek verimli operasyonlarda, iki ayakl\u0131 versiyon ise insanlar i\u00e7in tasarlanm\u0131\u015f karma\u015f\u0131k alanlarda y\u00fcr\u00fcy\u00fc\u015f performans\u0131n\u0131 ve g\u00fcvenilirli\u011fini geli\u015ftirmek i\u00e7in kullan\u0131l\u0131yor.<\/p>\n
\n\t\u0130nsan hareketlerini taklit ederek \u00f6\u011freniyorlar<\/h2>\n
\n\t\u0130\u015flemler b\u00fcy\u00fck \u00f6l\u00e7\u00fcde operat\u00f6rler taraf\u0131ndan teleoperasyon y\u00f6ntemiyle y\u00fcr\u00fct\u00fcl\u00fcyor. Operat\u00f6rler robotlar\u0131n fiziksel yan\u0131nda durarak bir kontrol aray\u00fcz\u00fc \u00fczerinden hareketlerini ger\u00e7ek zamanl\u0131 olarak y\u00f6nlendiriyor ve izliyor. Robot, operat\u00f6r\u00fcn hareketlerini taklit ediyor ve bu s\u0131rada t\u00fcm sens\u00f6r verileri, kamera g\u00f6r\u00fcnt\u00fcleri, eklem pozisyonlar\u0131, kuvvet \u00f6l\u00e7\u00fcmleri saniye saniye kaydediliyor.<\/p>\n
\n\tBu veriler, robotun “beyni” olarak nitelendirilen ve Google DeepMind’\u0131n Gemini Robotics modelleriyle entegre \u00e7al\u0131\u015fan yapay zeka modelini e\u011fitmek i\u00e7in kullan\u0131l\u0131yor. Operat\u00f6r\u00fcn yapt\u0131\u011f\u0131 her hareket, robotun benzer bir durumla kar\u015f\u0131la\u015ft\u0131\u011f\u0131nda hangi eylemi yapaca\u011f\u0131n\u0131 \u00f6\u011frenmesini sa\u011flayan bir e\u011fitim \u00f6rne\u011fi olu\u015fturuyor.<\/p>\n
\n\tZamanla yapay zeka modeli iyile\u015ftik\u00e7e, robot daha az y\u00f6nlendirmeye ihtiya\u00e7 duyuyor ve daha otonom hale geliyor. \u015eirket yetkilileri bu sistemi “s\u00fcrekli bir \u00f6\u011frenme d\u00f6ng\u00fcs\u00fc” olarak tan\u0131ml\u0131yor. Bu d\u00f6ng\u00fc \u00e7er\u00e7evesinde robotlar \u00e7al\u0131\u015f\u0131yor, veri topluyor ve her d\u00f6ng\u00fcde ger\u00e7ek ortamda, ger\u00e7ek g\u00f6revlerle daha iyi hale geliyor.<\/p>\n
\n\tElde edilen t\u00fcm deneyim ve teknolojik kazan\u0131mlar, yeni nesil insans\u0131 robotlara kap\u0131 a\u00e7\u0131yor. Ba\u015flang\u0131\u00e7ta \u00fcretim ve lojistik gibi kritik sekt\u00f6rlerde insanlarla birlikte \u00e7al\u0131\u015fmak \u00fczere tasarlanan robotlar, bu sayede sa\u011fl\u0131k hizmetleri, ev ya\u015fam\u0131 ve daha bir\u00e7ok alanda kullan\u0131labilecek \u015fekilde geli\u015ftiriliyor.<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"
2026, insans\u0131 robotlar\u0131n laboratuvarlardan \u00e7\u0131karak ger\u00e7ek i\u015f ya\u015fam\u0131na girmeye ba\u015flad\u0131\u011f\u0131 bir y\u0131l oldu. Bu s\u00fcre\u00e7, robotlar\u0131n \u201cne yapabileceklerini g\u00f6sterme\u201d a\u015famas\u0131ndan \u201cger\u00e7ekte ne yapabildiklerini kan\u0131tlama\u201d a\u015famas\u0131na ge\u00e7i\u015f olarak de\u011ferlendiriliyor.
Ge\u00e7en y\u0131l d\u00fcnya \u00e7ap\u0131nda yakla\u015f\u0131k 13 bin insans\u0131 robot, kullan\u0131lmak \u00fczere firmalara g\u00f6nderildi.\u200b\u200b\u200b\u200b\u200b\u200b\u200b Goldman Sachs verilerine g\u00f6re, 2026’da bu say\u0131n\u0131n 50 bin ila 100 bin […]<\/p>\n","protected":false},"author":1,"featured_media":43389,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jnews-multi-image_gallery":[],"jnews_single_post":[],"jnews_primary_category":[],"jnews_social_meta":[],"jnews_override_counter":[],"footnotes":""},"categories":[2],"tags":[],"class_list":["post-43388","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dunya"],"yoast_head":"\n
\u0130nsans\u0131 robotlar "robot okullar\u0131nda" ger\u00e7ek i\u015f ya\u015fam\u0131na haz\u0131rlan\u0131yor - Haber Ver K\u0131br\u0131s<\/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:\/\/haberverkibris.com\/index.php\/2026\/07\/18\/insansi-robotlar-robot-okullarinda-gercek-is-yasamina-hazirlaniyor\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0130nsans\u0131 robotlar "robot okullar\u0131nda" ger\u00e7ek i\u015f ya\u015fam\u0131na haz\u0131rlan\u0131yor - Haber Ver K\u0131br\u0131s\" \/>\n<meta property=\"og:description\" content=\"
2026, insans\u0131 robotlar\u0131n laboratuvarlardan \u00e7\u0131karak ger\u00e7ek i\u015f ya\u015fam\u0131na girmeye ba\u015flad\u0131\u011f\u0131 bir y\u0131l oldu. Bu s\u00fcre\u00e7, robotlar\u0131n \u201cne yapabileceklerini g\u00f6sterme\u201d a\u015famas\u0131ndan \u201cger\u00e7ekte ne yapabildiklerini kan\u0131tlama\u201d a\u015famas\u0131na ge\u00e7i\u015f olarak de\u011ferlendiriliyor.
Ge\u00e7en y\u0131l d\u00fcnya \u00e7ap\u0131nda yakla\u015f\u0131k 13 bin insans\u0131 robot, kullan\u0131lmak \u00fczere firmalara g\u00f6nderildi.\u200b\u200b\u200b\u200b\u200b\u200b\u200b Goldman Sachs verilerine g\u00f6re, 2026’da bu say\u0131n\u0131n 50 bin ila 100 bin […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/haberverkibris.com\/index.php\/2026\/07\/18\/insansi-robotlar-robot-okullarinda-gercek-is-yasamina-hazirlaniyor\/\" \/>\n<meta property=\"og:site_name\" content=\"Haber Ver K\u0131br\u0131s\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/kuzeyinsesii\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-18T10:03:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/trthaberstatic.cdn.wp.trt.com.tr\/resimler\/2252000\/robot-2252589.jpg\" \/>\n<meta name=\"author\" content=\"Haberver K\u0131br\u0131s\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@kuzeyinsesii\" \/>\n<meta name=\"twitter:site\" content=\"@kuzeyinsesii\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Haberver K\u0131br\u0131s\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/haberverkibris.com\\\/index.php\\\/2026\\\/07\\\/18\\\/insansi-robotlar-robot-okullarinda-gercek-is-yasamina-hazirlaniyor\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/haberverkibris.com\\\/index.php\\\/2026\\\/07\\\/18\\\/insansi-robotlar-robot-okullarinda-gercek-is-yasamina-hazirlaniyor\\\/\"},\"author\":{\"name\":\"Haberver K\u0131br\u0131s\",\"@id\":\"https:\\\/\\\/haberverkibris.com\\\/#\\\/schema\\\/person\\\/29d65381ed43765483b5a185ded66a56\"},\"headline\":\"\u0130nsans\u0131 robotlar “robot okullar\u0131nda” ger\u00e7ek i\u015f ya\u015fam\u0131na haz\u0131rlan\u0131yor\",\"datePublished\":\"2026-07-18T10:03:03+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/haberverkibris.com\\\/index.php\\\/2026\\\/07\\\/18\\\/insansi-robotlar-robot-okullarinda-gercek-is-yasamina-hazirlaniyor\\\/\"},\"wordCount\":672,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/haberverkibris.com\\\/index.php\\\/2026\\\/07\\\/18\\\/insansi-robotlar-robot-okullarinda-gercek-is-yasamina-hazirlaniyor\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/haberverkibris.com\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/robot-2252589.jpg\",\"articleSection\":[\"D\u00fcnya\"],\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/haberverkibris.com\\\/index.php\\\/2026\\\/07\\\/18\\\/insansi-robotlar-robot-okullarinda-gercek-is-yasamina-hazirlaniyor\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/haberverkibris.com\\\/index.php\\\/2026\\\/07\\\/18\\\/insansi-robotlar-robot-okullarinda-gercek-is-yasamina-hazirlaniyor\\\/\",\"url\":\"https:\\\/\\\/haberverkibris.com\\\/index.php\\\/2026\\\/07\\\/18\\\/insansi-robotlar-robot-okullarinda-gercek-is-yasamina-hazirlaniyor\\\/\",\"name\":\"\u0130nsans\u0131 robotlar \\\"robot okullar\u0131nda\\\" ger\u00e7ek i\u015f ya\u015fam\u0131na haz\u0131rlan\u0131yor - 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Haber Ver K\u0131br\u0131s","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/haberverkibris.com\/index.php\/2026\/07\/18\/insansi-robotlar-robot-okullarinda-gercek-is-yasamina-hazirlaniyor\/","og_locale":"tr_TR","og_type":"article","og_title":"\u0130nsans\u0131 robotlar \"robot okullar\u0131nda\" ger\u00e7ek i\u015f ya\u015fam\u0131na haz\u0131rlan\u0131yor - Haber Ver K\u0131br\u0131s","og_description":"
2026, insans\u0131 robotlar\u0131n laboratuvarlardan \u00e7\u0131karak ger\u00e7ek i\u015f ya\u015fam\u0131na girmeye ba\u015flad\u0131\u011f\u0131 bir y\u0131l oldu. Bu s\u00fcre\u00e7, robotlar\u0131n \u201cne yapabileceklerini g\u00f6sterme\u201d a\u015famas\u0131ndan \u201cger\u00e7ekte ne yapabildiklerini kan\u0131tlama\u201d a\u015famas\u0131na ge\u00e7i\u015f olarak de\u011ferlendiriliyor.
Ge\u00e7en y\u0131l d\u00fcnya \u00e7ap\u0131nda yakla\u015f\u0131k 13 bin insans\u0131 robot, kullan\u0131lmak \u00fczere firmalara g\u00f6nderildi.\u200b\u200b\u200b\u200b\u200b\u200b\u200b Goldman Sachs verilerine g\u00f6re, 2026’da bu say\u0131n\u0131n 50 bin ila 100 bin […]","og_url":"https:\/\/haberverkibris.com\/index.php\/2026\/07\/18\/insansi-robotlar-robot-okullarinda-gercek-is-yasamina-hazirlaniyor\/","og_site_name":"Haber Ver K\u0131br\u0131s","article_publisher":"https:\/\/www.facebook.com\/kuzeyinsesii","article_published_time":"2026-07-18T10:03:03+00:00","og_image":[{"url":"https:\/\/trthaberstatic.cdn.wp.trt.com.tr\/resimler\/2252000\/robot-2252589.jpg","type":"","width":"","height":""}],"author":"Haberver K\u0131br\u0131s","twitter_card":"summary_large_image","twitter_creator":"@kuzeyinsesii","twitter_site":"@kuzeyinsesii","twitter_misc":{"Yazan:":"Haberver K\u0131br\u0131s","Tahmini okuma s\u00fcresi":"3 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/haberverkibris.com\/index.php\/2026\/07\/18\/insansi-robotlar-robot-okullarinda-gercek-is-yasamina-hazirlaniyor\/#article","isPartOf":{"@id":"https:\/\/haberverkibris.com\/index.php\/2026\/07\/18\/insansi-robotlar-robot-okullarinda-gercek-is-yasamina-hazirlaniyor\/"},"author":{"name":"Haberver K\u0131br\u0131s","@id":"https:\/\/haberverkibris.com\/#\/schema\/person\/29d65381ed43765483b5a185ded66a56"},"headline":"\u0130nsans\u0131 robotlar “robot okullar\u0131nda” ger\u00e7ek i\u015f ya\u015fam\u0131na haz\u0131rlan\u0131yor","datePublished":"2026-07-18T10:03:03+00:00","mainEntityOfPage":{"@id":"https:\/\/haberverkibris.com\/index.php\/2026\/07\/18\/insansi-robotlar-robot-okullarinda-gercek-is-yasamina-hazirlaniyor\/"},"wordCount":672,"commentCount":0,"image":{"@id":"https:\/\/haberverkibris.com\/index.php\/2026\/07\/18\/insansi-robotlar-robot-okullarinda-gercek-is-yasamina-hazirlaniyor\/#primaryimage"},"thumbnailUrl":"https:\/\/haberverkibris.com\/wp-content\/uploads\/2026\/07\/robot-2252589.jpg","articleSection":["D\u00fcnya"],"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/haberverkibris.com\/index.php\/2026\/07\/18\/insansi-robotlar-robot-okullarinda-gercek-is-yasamina-hazirlaniyor\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/haberverkibris.com\/index.php\/2026\/07\/18\/insansi-robotlar-robot-okullarinda-gercek-is-yasamina-hazirlaniyor\/","url":"https:\/\/haberverkibris.com\/index.php\/2026\/07\/18\/insansi-robotlar-robot-okullarinda-gercek-is-yasamina-hazirlaniyor\/","name":"\u0130nsans\u0131 robotlar \"robot okullar\u0131nda\" ger\u00e7ek i\u015f ya\u015fam\u0131na haz\u0131rlan\u0131yor - 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