{"id":11290,"date":"2025-05-02T12:39:31","date_gmt":"2025-05-02T15:39:31","guid":{"rendered":"https:\/\/www.flane.com.pa\/blog\/?p=11290"},"modified":"2025-05-02T13:06:00","modified_gmt":"2025-05-02T16:06:00","slug":"el-lado-oscuro-de-la-ia-impacto-ambiental-y-el-camino-hacia-la-sostenibilidad","status":"publish","type":"post","link":"https:\/\/www.flane.com.pa\/blog\/es\/el-lado-oscuro-de-la-ia-impacto-ambiental-y-el-camino-hacia-la-sostenibilidad\/","title":{"rendered":"El lado oscuro de la IA: impacto ambiental y el camino hacia la sostenibilidad"},"content":{"rendered":"<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading time: <\/span> <span class=\"rt-time\"> 3<\/span> <span class=\"rt-label rt-postfix\">minutes - <\/span><\/span><section class=\"l-section wpb_row height_small\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><span data-contrast=\"none\">En los \u00faltimos a\u00f1os, la inteligencia artificial (IA) ha revolucionado industrias, optimizado procesos y generado innovaciones que antes parec\u00edan de ciencia ficci\u00f3n. Sin embargo, tras esta revoluci\u00f3n digital hay una realidad poco visible, pero cada vez m\u00e1s urgente: <\/span><b><span data-contrast=\"none\">el impacto ambiental de la IA<\/span><\/b><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Entrenar modelos avanzados como ChatGPT, Midjourney o DALL\u00b7E requiere una enorme cantidad de energ\u00eda y recursos computacionales. \u00bfEl resultado? Una <\/span><b><span data-contrast=\"none\">huella de carbono significativa<\/span><\/b><span data-contrast=\"none\"> que debemos considerar si queremos que el futuro tecnol\u00f3gico tambi\u00e9n sea sostenible.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p aria-level=\"2\"><b><span data-contrast=\"none\">\u00bfPor qu\u00e9 la inteligencia artificial contamina?<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:299,&quot;335559739&quot;:299}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Aunque asociamos la IA con lo intangible y digital, su entrenamiento y funcionamiento dependen de <\/span><b><span data-contrast=\"none\">infraestructuras f\u00edsicas muy demandantes<\/span><\/b><span data-contrast=\"none\">. Estos sistemas requieren grandes centros de datos (data centers), alimentados por energ\u00eda constante para mantener millones de operaciones por segundo.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Un estudio citado por <\/span><i><span data-contrast=\"none\">Mercado Negro<\/span><\/i><span data-contrast=\"none\"> revela que el entrenamiento de modelos avanzados de IA puede generar entre <\/span><b><span data-contrast=\"none\">85 y 500 toneladas de CO\u2082<\/span><\/b><span data-contrast=\"none\">, dependiendo de la escala y complejidad. Esto equivale, aproximadamente, a las emisiones de un autom\u00f3vil durante toda su vida \u00fatil.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_small\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"g-cols wpb_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"w-separator size_medium\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><ul>\n<li>\n<h4><strong><a href=\"https:\/\/www.flane.com.pa\/cloud-training\" target=\"_blank\" rel=\"noopener\">\u00bfEntrenamientos oficiales y certificados de las principales nubes del mercado? Fast Lane tiene todo para ti y tu equipo.<\/a><\/strong><\/h4>\n<\/li>\n<li>\n<h4><a href=\"https:\/\/www.flane.com.pa\/blog\/es\/newsletter\/\" target=\"_blank\" rel=\"noopener\">Suscr\u00edbete al newsletter TechTalk y mantente informado de todo.<\/a><\/h4>\n<\/li>\n<\/ul>\n<\/div><\/div><div class=\"w-separator size_medium\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_small\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h3 aria-level=\"3\"><b><span data-contrast=\"none\">Principales causas del impacto ambiental de la IA:<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\">\u00a0<\/span><\/h3>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Consumo energ\u00e9tico extremo:<\/span><\/b><span data-contrast=\"none\"> entrenar modelos de IA, especialmente los de aprendizaje profundo, requiere semanas o meses de procesamiento intensivo.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Uso de energ\u00eda no renovable:<\/span><\/b><span data-contrast=\"none\"> muchos data centers todav\u00eda funcionan con electricidad proveniente de fuentes f\u00f3siles.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Refrigeraci\u00f3n de equipos:<\/span><\/b><span data-contrast=\"none\"> los sistemas de enfriamiento necesarios para evitar el sobrecalentamiento tambi\u00e9n consumen grandes cantidades de energ\u00eda.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Obsolescencia acelerada del hardware:<\/span><\/b><span data-contrast=\"none\"> la necesidad de m\u00e1s poder computacional impulsa la r\u00e1pida renovaci\u00f3n de equipos, aumentando el impacto ambiental de su fabricaci\u00f3n y desecho.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">\u00bfExiste una soluci\u00f3n? La sostenibilidad digital como camino<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:299,&quot;335559739&quot;:299}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">La buena noticia es que <\/span><b><span data-contrast=\"none\">s\u00ed existen soluciones<\/span><\/b><span data-contrast=\"none\"> para reducir la huella ambiental de la IA. El primer paso es integrar la <\/span><b><span data-contrast=\"none\">sostenibilidad digital<\/span><\/b><span data-contrast=\"none\"> como un eje estrat\u00e9gico en el desarrollo tecnol\u00f3gico. Esto implica:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ol>\n<li aria-level=\"3\"><b><span data-contrast=\"none\"> Adopci\u00f3n de energ\u00edas limpias<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\"><\/span><\/li>\n<\/ol>\n<p><span data-contrast=\"none\">Empresas l\u00edderes como Google y Microsoft ya est\u00e1n invirtiendo en fuentes renovables para alimentar sus centros de datos. Utilizar energ\u00eda solar, e\u00f3lica o hidroel\u00e9ctrica es clave para reducir las emisiones desde la ra\u00edz.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ol start=\"2\">\n<li aria-level=\"3\"><b><span data-contrast=\"none\"> Modelos m\u00e1s eficientes<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\"><\/span><\/li>\n<\/ol>\n<p><span data-contrast=\"none\">El dise\u00f1o de modelos de IA m\u00e1s peque\u00f1os, espec\u00edficos y optimizados puede reducir considerablemente el consumo energ\u00e9tico sin comprometer la calidad de los resultados. Este enfoque tambi\u00e9n facilita una implementaci\u00f3n m\u00e1s accesible y escalable.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ol start=\"3\">\n<li aria-level=\"3\"><b><span data-contrast=\"none\"> Arquitecturas sostenibles<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\"><\/span><\/li>\n<\/ol>\n<p><span data-contrast=\"none\">La implementaci\u00f3n de sistemas modulares, redes neuronales comprimidas y procesos de inferencia optimizados contribuyen a reducir la carga computacional y energ\u00e9tica de los modelos actuales.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ol start=\"4\">\n<li aria-level=\"3\"><b><span data-contrast=\"none\"> Medici\u00f3n y transparencia<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\"><\/span><\/li>\n<\/ol>\n<p><span data-contrast=\"none\">Herramientas para medir el impacto energ\u00e9tico y las emisiones de carbono en proyectos de IA son fundamentales para tomar decisiones informadas. La transparencia en estos datos permite comparar proveedores y modelos desde una perspectiva ambiental.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_small\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p aria-level=\"2\"><b><span data-contrast=\"none\">IA y responsabilidad corporativa: un nuevo enfoque necesario<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:299,&quot;335559739&quot;:299}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">No se trata solo de tecnolog\u00eda, sino de una <\/span><b><span data-contrast=\"none\">decisi\u00f3n \u00e9tica y estrat\u00e9gica<\/span><\/b><span data-contrast=\"none\">. Las empresas que integran criterios ESG (ambientales, sociales y de gobernanza) en sus proyectos de IA no solo cuidan el planeta, sino que tambi\u00e9n mejoran su reputaci\u00f3n, reducen riesgos regulatorios y responden a una demanda creciente de consumidores conscientes.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Adem\u00e1s, los usuarios est\u00e1n cada vez m\u00e1s informados y exigentes. El <\/span><b><span data-contrast=\"none\">futuro de la IA tambi\u00e9n depender\u00e1 de su impacto en el medio ambiente<\/span><\/b><span data-contrast=\"none\"> y de nuestra capacidad para crear tecnolog\u00edas que no comprometan los recursos del planeta.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_small\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p aria-level=\"2\"><b><span data-contrast=\"none\">Conclusi\u00f3n<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:299,&quot;335559739&quot;:299}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">La inteligencia artificial es, sin duda, una de las herramientas m\u00e1s poderosas de nuestra era. Pero como toda tecnolog\u00eda, su desarrollo conlleva responsabilidades. <\/span><b><span data-contrast=\"none\">Reducir su huella de carbono y avanzar hacia una IA sostenible no es una opci\u00f3n: es una necesidad.<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Al adoptar energ\u00edas limpias, dise\u00f1ar modelos m\u00e1s eficientes y promover una cultura de sostenibilidad digital, podemos construir un futuro donde la innovaci\u00f3n y el respeto por el planeta vayan de la mano.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_small\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><span data-contrast=\"none\" xml:lang=\"ES-ES\" lang=\"ES-ES\" class=\"TextRun SCXW40333213 BCX0\"><span class=\"NormalTextRun SCXW40333213 BCX0\">\ud83d\udd17 <\/span><\/span><span data-contrast=\"none\" xml:lang=\"ES-ES\" lang=\"ES-ES\" class=\"TextRun SCXW40333213 BCX0\"><span class=\"NormalTextRun SCXW40333213 BCX0\">Fuente:<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW40333213 BCX0\"><span class=\"SCXW40333213 BCX0\">\u00a0<\/span><br class=\"SCXW40333213 BCX0\" \/><\/span><span data-contrast=\"none\" xml:lang=\"ES-ES\" lang=\"ES-ES\" class=\"TextRun SCXW40333213 BCX0\"><span class=\"NormalTextRun SCXW40333213 BCX0\"> <\/span><\/span><a class=\"Hyperlink SCXW40333213 BCX0\" href=\"https:\/\/especialistas.mercadonegro.pe\/la-huella-de-carbono-de-la-inteligencia-artificial-un-llamado-a-la-accion\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span data-contrast=\"none\" xml:lang=\"ES-ES\" lang=\"ES-ES\" class=\"TextRun Underlined SCXW40333213 BCX0\"><span class=\"NormalTextRun SCXW40333213 BCX0\" data-ccp-charstyle=\"Hyperlink\">La huella de carbono de la inteligencia artificial: un llamado a la acci\u00f3n \u2013 Mercado Negro<\/span><\/span><\/a><span data-contrast=\"none\" xml:lang=\"ES-ES\" lang=\"ES-ES\" class=\"TextRun EmptyTextRun SCXW40333213 BCX0\"><\/span><span class=\"EOP SCXW40333213 BCX0\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"En los \u00faltimos a\u00f1os, la inteligencia artificial (IA) ha revolucionado industrias, optimizado procesos y generado innovaciones que antes parec\u00edan de ciencia ficci\u00f3n. Sin embargo, tras esta revoluci\u00f3n digital hay una realidad poco visible, pero cada vez m\u00e1s urgente: el impacto ambiental de la IA.\u00a0 Entrenar modelos avanzados como ChatGPT, Midjourney o DALL\u00b7E requiere una enorme...","protected":false},"author":11,"featured_media":11291,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1805,1924,904],"tags":[128,254,116,3642,574,244,3640,3644],"class_list":["post-11290","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-fastlane","category-sem-categoria-es","tag-fast-lane-blog","tag-fast-lane-news","tag-ia","tag-ia-sostenible","tag-innovacion","tag-news","tag-sostenibilidad-en-ia","tag-tecnologia-verde-es"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>El lado oscuro de la IA: impacto ambiental y el camino hacia la sostenibilidad - 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