{"id":7568,"date":"2026-10-26T10:24:16","date_gmt":"2026-10-26T10:24:16","guid":{"rendered":"https:\/\/aix.web.tr\/yapay-zeka-her-seyi-hatirlamaya-basladiginda-dijital-dunyada-hafizanin-sinirlari\/"},"modified":"2026-10-26T10:24:16","modified_gmt":"2026-10-26T10:24:16","slug":"yapay-zeka-her-seyi-hatirlamaya-basladiginda-dijital-dunyada-hafizanin-sinirlari","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/yapay-zeka-her-seyi-hatirlamaya-basladiginda-dijital-dunyada-hafizanin-sinirlari\/","title":{"rendered":"Yapay Zeka Her \u015eeyi Hat\u0131rlamaya Ba\u015flad\u0131\u011f\u0131nda: Dijital D\u00fcnyada Haf\u0131zan\u0131n S\u0131n\u0131rlar\u0131"},"content":{"rendered":"<style>.elementor-7010 .elementor-element.elementor-element-6a0c6bf:not(.elementor-motion-effects-element-type-background), .elementor-7010 .elementor-element.elementor-element-6a0c6bf > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-color:#ffffff;}.elementor-7010 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class=\"elementor-element elementor-element-913dd15 elementor-widget elementor-widget-heading\" data-id=\"913dd15\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-widget-container\">\n<h1 class=\"elementor-heading-title elementor-size-default\">Yapay Zeka Her \u015eeyi Hat\u0131rlamaya Ba\u015flad\u0131\u011f\u0131nda: Dijital D\u00fcnyada Haf\u0131zan\u0131n S\u0131n\u0131rlar\u0131<\/h1>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/section><\/div>\n<style>.elementor-7010 .elementor-element-d2be7d5{background-image:linear-gradient(135deg,#1a0b2e 0%,#0d1b2e 100%) !important;background-color:#1a0b2e !important;}<\/style>\n<style>.aixdc-post-body{font-family:-apple-system,BlinkMacSystemFont,\"Segoe UI\",Roboto,\"Helvetica Neue\",Arial,sans-serif;}.aixdc-post-body h1,.aixdc-post-body h2,.aixdc-post-body h3{font-family:-apple-system,BlinkMacSystemFont,\"Segoe UI\",Roboto,\"Helvetica Neue\",Arial,sans-serif !important;font-weight:400 !important;color:#F5F5F7 !important;}.aixdc-post-body p,.aixdc-post-body li{font-family:-apple-system,BlinkMacSystemFont,\"Segoe UI\",Roboto,\"Helvetica Neue\",Arial,sans-serif !important;color:#A3A1B5;}.aixdc-post-body a{color:#FF9142;}.aixdc-post-body ul,.aixdc-post-body ol{color:#A3A1B5;font-family:-apple-system,BlinkMacSystemFont,\"Segoe UI\",Roboto,\"Helvetica Neue\",Arial,sans-serif;}<\/style>\n<div class=\"aixdc-post-body\">\n<div class=\"aixdc-ai-badge\" style=\"display:flex;align-items:center;gap:10px;margin:0 0 28px;padding:10px 16px;background:rgba(255,145,66,0.08);border:1px solid rgba(255,145,66,0.25);border-radius:8px;font-family:Roboto,sans-serif;font-size:13px;line-height:1.4;color:#A3A1B5;\"><span style=\"flex:0 0 auto;display:inline-flex;align-items:center;justify-content:center;width:22px;height:22px;border-radius:50%;background:#FF9142;color:#0a0a12;font-weight:700;font-size:11px;\">AI<\/span><span>Bu icerik yapay zeka tarafindan otomatik olarak arastirilip yazilmis ve yayinlanmistir.<\/span><\/div>\n<p>Hayat\u0131m\u0131z\u0131n her alan\u0131na h\u0131zla giren yapay zeka ara\u00e7lar\u0131, art\u0131k sadece anl\u0131k sorular\u0131m\u0131z\u0131 yan\u0131tlamakla kalm\u0131yor; bizimle olan ge\u00e7mi\u015f etkile\u015fimlerimizi, tercihlerimizi ve hatta k\u00fc\u00e7\u00fck al\u0131\u015fkanl\u0131klar\u0131m\u0131z\u0131 da haf\u0131zas\u0131nda tutmaya ba\u015fl\u0131yor. Sabah kahvenizi nas\u0131l sevdi\u011finizi, hangi projeler \u00fczerinde \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131z\u0131 veya ge\u00e7en hafta hangi konuda yard\u0131ma ihtiyac\u0131n\u0131z oldu\u011funu hat\u0131rlayan bir dijital asistan d\u00fc\u015f\u00fcn\u00fcn. \u0130lk bak\u0131\u015fta hayat\u0131 son derece kolayla\u015ft\u0131ran bu \u00f6zellik, asl\u0131nda yapay zekan\u0131n evriminde tamamen yeni bir d\u00f6nemin kap\u00fclar\u0131n\u0131 aral\u0131yor. Peki, makinelerin haf\u0131za kazanmas\u0131 bizim i\u00e7in ne ifade ediyor ve bu durum dijital d\u00fcnyadaki varl\u0131\u011f\u0131m\u0131z\u0131 nas\u0131l d\u00f6n\u00fc\u015ft\u00fcr\u00fcyor?<\/p>\n<figure class=\"aixdc-cover-image\" style=\"margin:24px 0;\"><img loading=\"lazy\" width=\"843\" height=\"779\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/10\/Brain-memory.JPG-1024x946.jpg\" class=\"attachment-large size-large\" alt=\"Brain memory.JPG\" style=\"max-width:100%;height:auto;display:block;margin:0 auto;\" loading=\"lazy\" decoding=\"async\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/10\/Brain-memory.JPG-1024x946.jpg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/10\/Brain-memory.JPG-300x277.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/10\/Brain-memory.JPG-768x709.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/10\/Brain-memory.JPG-1536x1418.jpg 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/10\/Brain-memory.JPG-13x12.jpg 13w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/10\/Brain-memory.JPG.jpg 1920w\" sizes=\"auto, (max-width: 843px) 100vw, 843px\" title=\"\"><figcaption style=\"text-align:center;font-size:0.85em;opacity:0.75;margin-top:8px;\"><em>Brain memory.JPG \u2014 This illustration was made by (User:Royonx) and released under the license(s) stated above. You are free to use it for any purpose as long as you credit me and follow the terms of the license. Example\u00a0: \u00a0\u00a9 Michel Royon \/ Wikimedia Commons If you use this image outside of the Wikimedia projects, I would be happy to hear from you par courriel ( royonx gmail.com). Thanks\u00a0! Ce message en fran\u00e7ais, CC0 (Wikimedia Commons)<\/em><\/figcaption><\/figure>\n<h2>Yapay Zekan\u0131n Uzun S\u00fcreli Haf\u0131za D\u00f6nemi<\/h2>\n<p>Teknik detaylarda bo\u011fulmadan ifade etmek gerekirse, geleneksel yapay zeka modelleri her yeni sohbete s\u0131f\u0131rdan ba\u015flard\u0131. Siz ona ad\u0131n\u0131z\u0131 s\u00f6yleseniz bile, yeni bir pencere a\u00e7t\u0131\u011f\u0131n\u0131zda adeta sizi ilk kez tan\u0131yormu\u015f gibi davran\u0131rd\u0131. Ancak son d\u00f6nemdeki geli\u015fmelerle birlikte yapay zeka, <strong>uzun s\u00fcreli haf\u0131za<\/strong> ad\u0131 verilen bir yetenek kazanmaya ba\u015flad\u0131. Bu sayede sizinle kurdu\u011fu ba\u011f, zamana yaylanan kesintisiz bir ili\u015fkiye d\u00f6n\u00fc\u015f\u00fcyor. S\u00fcrekli olarak ayn\u0131 a\u00e7\u0131klamalar\u0131 yapmak zorunda kalmamak, her seferinde tercihlerinizi ba\u015ftan belirtmemek ku\u015fkusuz b\u00fcy\u00fck bir konfor sunuyor.<\/p>\n<p>Ge\u00e7mi\u015fte yapay zeka ile \u00e7al\u0131\u015f\u0131rken ya\u015fanan en b\u00fcy\u00fck vakit kay\u0131plar\u0131ndan biri, her oturumda ba\u011flam\u0131 ba\u015ftan kurma zorunlulu\u011fuydu. \u00d6rne\u011fin, karma\u015f\u0131k bir yaz\u0131l\u0131m kodu yazarken veya uzun bir akademik makale \u00e7evirirken, asistan\u0131n \u00f6nceki komutlar\u0131 unutmas\u0131, kullan\u0131c\u0131y\u0131 s\u00fcrekli ayn\u0131 bilgileri tekrarlamaya iterdi. \u015eimdi ise uzun s\u00fcreli haf\u0131za algoritmalar\u0131 sayesinde yapay zeka, kullan\u0131c\u0131 profillerini, ge\u00e7mi\u015fteki hatalar\u0131 ve ba\u015far\u0131l\u0131 sonu\u00e7lar\u0131 kategorize ederek saklayabiliyor. Bu da insan-makine etkile\u015fimini t\u0131pk\u0131 deneyimli bir insan asistanla \u00e7al\u0131\u015f\u0131yormu\u015f gibi ak\u0131\u015fkan hale getiriyor.<\/p>\n<h3>Mahremiyet ve Veri G\u00fcvenli\u011fi Tart\u0131\u015fmalar\u0131<\/h3>\n<p>Ancak bu durum, madalyonun di\u011fer y\u00fcz\u00fcn\u00fc de beraberinde getiriyor: Mahremiyet ve veri g\u00fcvenli\u011fi. Bir makinenin sizi bu kadar detayl\u0131 bir haf\u0131zayla hat\u0131rlamas\u0131, zihnimizin dijital bir kopyas\u0131n\u0131n ba\u015fka bir yerde sakland\u0131\u011f\u0131 hissine yol a\u00e7abiliyor. Payla\u015ft\u0131\u011f\u0131m\u0131z en k\u00fc\u00e7\u00fck detaylar\u0131n, sevdi\u011fimiz m\u00fcziklerin, i\u015f hayat\u0131m\u0131zdaki kayg\u0131lar\u0131m\u0131z\u0131n veya ki\u015fisel kararlar\u0131m\u0131z\u0131n bir sunucuda kal\u0131c\u0131 olarak depolanmas\u0131, s\u0131n\u0131rlar\u0131n nerede \u00e7izilmesi gerekti\u011fi sorusunu ak\u0131llara getiriyor. Yapay zeka bizimle ilgili neyi hat\u0131rlamal\u0131, neyi unutmal\u0131? Bu soru, \u00f6n\u00fcm\u00fczdeki y\u0131llarda teknoloji d\u00fcnyas\u0131n\u0131n en \u00e7ok tart\u0131\u015ft\u0131\u011f\u0131 konular\u0131n ba\u015f\u0131nda gelecek gibi g\u00f6r\u00fcn\u00fcyor.<\/p>\n<p>Veri s\u0131z\u0131nt\u0131lar\u0131, kurumsal casusluk ve ki\u015fisel profilleme riskleri, bu teknolojinin yayg\u0131nla\u015fmas\u0131yla birlikte art\u0131\u015f g\u00f6steriyor. \u015eirketlerin yapay zeka sunucular\u0131nda biriken bu devasa veri havuzlar\u0131, k\u00f6t\u00fc niyetli ki\u015filerin hedefi haline gelebilir. Dolay\u0131s\u0131yla, yapay zekan\u0131n hat\u0131rlama kapasitesi artt\u0131k\u00e7a, bizim de unutma hakk\u0131m\u0131z\u0131 ve veri silme taleplerimizi yasal g\u00fcvence alt\u0131na almam\u0131z hayati bir zorunluluk haline gelmektedir.<\/p>\n<h2>Dijital Haf\u0131zan\u0131n G\u00fcnl\u00fck Ya\u015fam\u0131m\u0131za Etkileri ve Gelecek Perspektifi<\/h2>\n<p>Yapay zekan\u0131n haf\u0131za sahibi olmas\u0131, sadece ki\u015fisel asistanlar\u0131m\u0131z\u0131 de\u011fil, i\u015f yap\u0131\u015f bi\u00e7imlerimizi de k\u00f6kten de\u011fi\u015ftiriyor. \u00d6rne\u011fin, uzun soluklu bir ara\u015ft\u0131rma raporu haz\u0131rlarken ya da karma\u015f\u0131k bir yaz\u0131l\u0131m projesi geli\u015ftirirken yapay zekan\u0131n t\u00fcm s\u00fcreci en ba\u015f\u0131ndan beri hat\u0131rlamas\u0131, hata pay\u0131n\u0131 ciddi oranda d\u00fc\u015f\u00fcr\u00fcyor. Eskiden her oturumda ba\u011flam\u0131 yeniden kurmak, yapay zekaya projenin ge\u00e7mi\u015fini \u00f6zetlemek gerekirdi. \u015eimdi ise asistan\u0131n\u0131z, kald\u0131\u011f\u0131n\u0131z yeri sizden bile iyi hat\u0131rlayarak s\u00f6ze devam edebiliyor. Bu durum, insan ve makine aras\u0131ndaki i\u015f birli\u011fini bir \u00fcst seviyeye ta\u015f\u0131yor.<\/p>\n<p>E\u011fitimden sa\u011fl\u0131\u011fa, hukuktan sanata kadar pek \u00e7ok sekt\u00f6rde bu kal\u0131c\u0131 haf\u0131za entegrasyonu, ki\u015fiselle\u015ftirilmi\u015f \u00e7\u00f6z\u00fcmleri beraberinde getiriyor. \u00d6\u011frenme g\u00fc\u00e7l\u00fc\u011f\u00fc \u00e7eken bir \u00f6\u011frencinin ge\u00e7mi\u015fteki zorland\u0131\u011f\u0131 konular\u0131 hat\u0131rlayan bir yapay zeka \u00f6\u011fretmeni, o \u00f6\u011frenciye \u00f6zel metodolojiler geli\u015ftirebilir. Benzer \u015fekilde, doktorlar\u0131n hastalar\u0131n\u0131n ge\u00e7mi\u015f t\u0131bbi verilerini an\u0131nda sentezleyebilen yapay zeka asistanlar\u0131 kullanmas\u0131, te\u015fhis s\u00fcre\u00e7lerini h\u0131zland\u0131rabilir.<\/p>\n<h3>Bilin\u00e7li Kullan\u0131c\u0131 Olman\u0131n \u00d6nemi<\/h3>\n<p>Yine de bu noktada bilin\u00e7li birer kullan\u0131c\u0131 olmak b\u00fcy\u00fck \u00f6nem ta\u015f\u0131yor. Yapay zeka sistemlerinin hayat\u0131m\u0131za entegre olma h\u0131z\u0131, dijital okuryazarl\u0131k becerilerimizi de g\u00fcncellememizi zorunlu k\u0131l\u0131yor. Hangi bilgileri payla\u015fman\u0131n g\u00fcvenli oldu\u011funu, hangi ki\u015fisel verilerin sadece bize ait kalmas\u0131 gerekti\u011fini bilmek, bu yeni d\u00f6nemin en temel kural\u0131 haline geliyor. Makineler haf\u0131zalar\u0131n\u0131 g\u00fc\u00e7lendirirken, bizim de kendi dijital s\u0131n\u0131rlar\u0131m\u0131z\u0131 ve mahremiyet alg\u0131m\u0131z\u0131 g\u00fc\u00e7lendirmemiz gerekiyor.<\/p>\n<h2>Sonu\u00e7 ve Gelecek Beklentileri<\/h2>\n<p>Sonu\u00e7 olarak, yapay zekan\u0131n hat\u0131rlama yetene\u011fi kazanmas\u0131 devrim niteli\u011finde bir ad\u0131md\u0131r. Bu teknolojiyi korkutucu bir g\u00f6zetim arac\u0131 olarak de\u011fil, do\u011fru s\u0131n\u0131rlarla kullan\u0131ld\u0131\u011f\u0131nda hayat\u0131m\u0131z\u0131 zenginle\u015ftiren ak\u0131ll\u0131 bir haf\u0131za defteri olarak konumland\u0131rmak elimizdedir. Teknolojinin sundu\u011fu bu muazzam kolayl\u0131ktan faydalan\u0131rken, insan kalman\u0131n ve mahremiyetin de\u011ferini korumak, gelece\u011fin ak\u0131ll\u0131 d\u00fcnyas\u0131nda huzurla var olmam\u0131z\u0131n tek anahtar\u0131 olacakt\u0131r.<\/p>\n<ul>\n<li>Yapay zeka art\u0131k ge\u00e7mi\u015f etkile\u015fimleri ve al\u0131\u015fkanl\u0131klar\u0131 hat\u0131rl\u0131yor.<\/li>\n<li>Uzun s\u00fcreli haf\u0131za, s\u00fcrekli yeniden ba\u011flam kurma ihtiyac\u0131n\u0131 ortadan kald\u0131r\u0131yor.<\/li>\n<li>Mahremiyet, veri g\u00fcvenli\u011fi ve dijital s\u0131n\u0131rlar her zamankinden daha \u00f6nemli hale geliyor.<\/li>\n<li>Bilin\u00e7li teknoloji kullan\u0131m\u0131, gelece\u011fin dijital d\u00fcnyas\u0131nda hayati bir rol oynuyor.<\/li>\n<li>Unutma hakk\u0131, yapay zeka \u00e7a\u011f\u0131nda en az hat\u0131rlama yetene\u011fi kadar de\u011ferlidir.<\/li>\n<\/ul>\n<div class=\"aixdc-related\" style=\"margin-top:48px;padding-top:32px;border-top:1px solid rgba(255,255,255,0.08);\">\n<h3 style=\"font-family:Roboto,sans-serif;font-weight:600;color:#F5F5F7;font-size:20px;margin:0 0 18px;\">Bunlar \u0130lginizi \u00c7ekebilir<\/h3>\n<div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(200px,1fr));gap:18px;\"><a href=\"https:\/\/aix.web.tr\/yapay-zeka-dunyasinda-finansal-gerceklik-ve-kurumsal-yatirim-tartismalari\/\" style=\"display:flex;flex-direction:column;text-decoration:none;background:#111018;border:1px solid rgba(255,255,255,0.08);border-radius:10px;overflow:hidden;\"><span style=\"display:block;width:100%;padding-top:56%;background:linear-gradient(135deg,#1a0b2e 0%,#0d1b2e 100%);\"><\/span><span style=\"padding:14px 16px 16px;display:flex;flex-direction:column;gap:8px;\"><span style=\"font-family:Roboto,sans-serif;font-weight:600;font-size:15px;line-height:1.35;color:#F5F5F7;\">Yapay Zeka D\u00fcnyas\u0131nda Finansal Ger\u00e7eklik ve Kurumsal Yat\u0131r\u0131m Tart\u0131\u015fmalar\u0131<\/span><span style=\"font-family:Roboto,sans-serif;font-size:12px;color:#8a8899;\">26.10.2026<\/span><\/span><\/a><a href=\"https:\/\/aix.web.tr\/yapay-zeka-ve-yaratici-dusunce-makineler-gercekten-hayal-kurabilir-mi\/\" style=\"display:flex;flex-direction:column;text-decoration:none;background:#111018;border:1px solid rgba(255,255,255,0.08);border-radius:10px;overflow:hidden;\"><span style=\"display:block;width:100%;padding-top:56%;background:linear-gradient(135deg,#1a0b2e 0%,#0d1b2e 100%);\"><\/span><span style=\"padding:14px 16px 16px;display:flex;flex-direction:column;gap:8px;\"><span style=\"font-family:Roboto,sans-serif;font-weight:600;font-size:15px;line-height:1.35;color:#F5F5F7;\">Yapay Zeka ve Yarat\u0131c\u0131 D\u00fc\u015f\u00fcnce: Makineler Ger\u00e7ekten Hayal Kurabilir mi?<\/span><span style=\"font-family:Roboto,sans-serif;font-size:12px;color:#8a8899;\">26.10.2026<\/span><\/span><\/a><a href=\"https:\/\/aix.web.tr\/yapay-zeka-yatirimlarinin-finansal-gercekligi-kurumsal-dunyada-beklenti-ve-gercekler\/\" style=\"display:flex;flex-direction:column;text-decoration:none;background:#111018;border:1px solid rgba(255,255,255,0.08);border-radius:10px;overflow:hidden;\"><span style=\"display:block;width:100%;padding-top:56%;background:linear-gradient(135deg,#1a0b2e 0%,#0d1b2e 100%);\"><\/span><span style=\"padding:14px 16px 16px;display:flex;flex-direction:column;gap:8px;\"><span style=\"font-family:Roboto,sans-serif;font-weight:600;font-size:15px;line-height:1.35;color:#F5F5F7;\">Yapay Zeka Yat\u0131r\u0131mlar\u0131n\u0131n Finansal Ger\u00e7ekli\u011fi: Kurumsal D\u00fcnyada Beklenti ve Ger\u00e7ekler<\/span><span style=\"font-family:Roboto,sans-serif;font-size:12px;color:#8a8899;\">26.10.2026<\/span><\/span><\/a><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Yapay zekan\u0131n uzun s\u00fcreli haf\u0131za kazanmas\u0131 dijital d\u00fcnyada neleri de\u011fi\u015ftiriyor? Mahremiyet, veri g\u00fcvenli\u011fi ve gelece\u011fin ak\u0131ll\u0131 asistanlar\u0131 hakk\u0131nda her \u015fey.<\/p>","protected":false},"author":0,"featured_media":7567,"comment_status":"","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_customify_content_layout":"","_customify_sidebar":"","_customify_page_header_display":"","_customify_disable_header":"","_customify_disable_header_top":"","_customify_disable_header_main":"","_customify_disable_header_bottom":"","_customify_disable_page_title":"","_customify_disable_content_vertical_padding":"","_customify_disable_footer_top":"","_customify_disable_footer_main":"","_customify_disable_footer_bottom":"","_customify_breadcrumb_display":"","_customify_header_transparent_display":"","footnotes":""},"categories":[13],"tags":[],"class_list":["post-7568","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/7568","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/comments?post=7568"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/7568\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/7567"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=7568"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=7568"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=7568"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}