{"id":38042,"date":"2025-11-12T12:54:24","date_gmt":"2025-11-12T11:54:24","guid":{"rendered":"https:\/\/mtp.global\/es\/?page_id=38042"},"modified":"2026-03-18T13:57:08","modified_gmt":"2026-03-18T12:57:08","slug":"ml-secops","status":"publish","type":"page","link":"https:\/\/mtp.global\/es\/innovacion\/innovation-labs\/ml-secops\/","title":{"rendered":"ML SecOps"},"content":{"rendered":"<div id='layer_slider_1'  class='avia-layerslider main_color avia-shadow  avia-builder-el-0  el_before_av_section  avia-builder-el-first  container_wrap fullsize'  style='height: 701px; max-width: 1410px; margin: 0 auto;'  ><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mxzpa-5b67f60eefd496f292bd3bcce9fd8837\">\n.avia-section.av-mxzpa-5b67f60eefd496f292bd3bcce9fd8837{\nbackground-color:#EDEEF0;\nbackground-image:unset;\n}\n<\/style>\n<div id='main-content'  class='avia-section av-mxzpa-5b67f60eefd496f292bd3bcce9fd8837 main_color avia-section-large avia-no-border-styling  avia-builder-el-1  el_after_av_layerslider  el_before_av_section  intro-aboutmtp arrow-lineup avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-38042'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-yqs8ke-fc75217df3fb911eda4413cea8159f12\">\n.flex_column.av-yqs8ke-fc75217df3fb911eda4413cea8159f12{\npadding:50px 0 50px 0;\n}\n<\/style>\n<div  class='flex_column av-yqs8ke-fc75217df3fb911eda4413cea8159f12 av_one_full  avia-builder-el-2  avia-builder-el-no-sibling  first flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mz6bni-2b675685c85a7ab7879866927b550e07\">\n#top .av_textblock_section.av-mz6bni-2b675685c85a7ab7879866927b550e07 .avia_textblock{\nfont-size:16px;\ncolor:#282B2E;\n}\n<\/style>\n<section  class='av_textblock_section av-mz6bni-2b675685c85a7ab7879866927b550e07 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><p style=\"text-align: center;\">Integramos seguridad y observabilidad en <span lang=\"en\">pipelines<\/span> de <span lang=\"en\">Machine Learning<\/span>, incluyendo control de accesos, trazabilidad, control de versiones de modelos y detecci\u00f3n de anomal\u00edas durante su uso.<\/p>\n<\/div><\/section><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-26x7gou-e89156ea7b2977e78ada69bf995551cf\">\n.avia-section.av-26x7gou-e89156ea7b2977e78ada69bf995551cf{\nbackground-color:#ffffff;\nbackground-image:unset;\n}\n<\/style>\n<div id='valor-aportado'  class='avia-section av-26x7gou-e89156ea7b2977e78ada69bf995551cf main_color avia-section-large avia-no-border-styling  avia-builder-el-4  el_after_av_section  el_before_av_section  avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-38042'><div class='entry-content-wrapper clearfix'>\n<div class='flex_column_table av-1lov69q-4e6cfa936f0fbfc70931efa98fd74be3 sc-av_one_half av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1lov69q-4e6cfa936f0fbfc70931efa98fd74be3\">\n.flex_column.av-1lov69q-4e6cfa936f0fbfc70931efa98fd74be3{\nbackground-color:#ffffff;\n}\n<\/style>\n<div  class='flex_column av-1lov69q-4e6cfa936f0fbfc70931efa98fd74be3 av_one_half  avia-builder-el-5  el_before_av_one_half  avia-builder-el-first  first flex_column_table_cell av-equal-height-column av-align-middle  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-3n8qhq-e39958f459596a5170927914742b6eeb\">\n.avia-image-container.av-3n8qhq-e39958f459596a5170927914742b6eeb img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-3n8qhq-e39958f459596a5170927914742b6eeb .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-3n8qhq-e39958f459596a5170927914742b6eeb av-styling- avia-align-center  avia-builder-el-6  avia-builder-el-no-sibling '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-38045 avia-img-lazy-loading-not-38045 avia_image ' src=\"https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/11\/mtp_innovacion_mlsecops.jpg\" alt='' title='mtp_innovacion_mlsecops'  height=\"1080\" width=\"1920\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/11\/mtp_innovacion_mlsecops.jpg 1920w, https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/11\/mtp_innovacion_mlsecops-300x169.jpg 300w, https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/11\/mtp_innovacion_mlsecops-1030x579.jpg 1030w, https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/11\/mtp_innovacion_mlsecops-768x432.jpg 768w, https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/11\/mtp_innovacion_mlsecops-1536x864.jpg 1536w, https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/11\/mtp_innovacion_mlsecops-1500x844.jpg 1500w, https:\/\/mtp.global\/es\/wp-content\/uploads\/2025\/11\/mtp_innovacion_mlsecops-705x397.jpg 705w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/div><\/div><\/div><\/div><div class='av-flex-placeholder'><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-qg0x26-c9a77ac9f0d3c4c168668959fa0006e4\">\n.flex_column.av-qg0x26-c9a77ac9f0d3c4c168668959fa0006e4{\nbackground-color:#ffffff;\n}\n<\/style>\n<div  class='flex_column av-qg0x26-c9a77ac9f0d3c4c168668959fa0006e4 av_one_half  avia-builder-el-7  el_after_av_one_half  avia-builder-el-last  txtimg-text-conten flex_column_table_cell av-equal-height-column av-align-middle  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-3bdbacu-482f2e89eb0945b4bf7e896a4b53ad36\">\n#top .av_textblock_section.av-3bdbacu-482f2e89eb0945b4bf7e896a4b53ad36 .avia_textblock{\nfont-size:40px;\ncolor:#101246;\n}\n<\/style>\n<section  class='av_textblock_section av-3bdbacu-482f2e89eb0945b4bf7e896a4b53ad36 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><h2>C\u00f3mo lo hacemos<\/h2>\n<\/div><\/section><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-me2nw80g-755ee750caf7429e4796b59ad53aaed1\">\n#top .av_textblock_section.av-me2nw80g-755ee750caf7429e4796b59ad53aaed1 .avia_textblock{\nfont-size:18px;\ncolor:#282b2e;\n}\n<\/style>\n<section  class='av_textblock_section av-me2nw80g-755ee750caf7429e4796b59ad53aaed1 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock av_inherit_color'  itemprop=\"text\" ><p>A trav\u00e9s de ML SecOps combinamos las buenas pr\u00e1cticas de seguridad y operaciones en entornos de <span lang=\"en\">Machine Learning<\/span>. Integramos controles de acceso, versiones, validaci\u00f3n de datos, monitorizaci\u00f3n de modelos en producci\u00f3n y detecci\u00f3n de desviaciones o amenazas.<\/p>\n<p>Proporcionamos as\u00ed un marco seguro para explotar modelos de IA en entornos reales, minimizando riesgos de seguridad, fallos o decisiones err\u00f3neas.<\/p>\n<\/div><\/section><\/p><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-3wc2j1f-36bec26e3562fa4f3d00e7361c262906\">\n.avia-section.av-3wc2j1f-36bec26e3562fa4f3d00e7361c262906{\nbackground-color:#ffffff;\nbackground-image:unset;\n}\n<\/style>\n<div id='av_section_3'  class='avia-section av-3wc2j1f-36bec26e3562fa4f3d00e7361c262906 main_color avia-section-default avia-no-border-styling  avia-builder-el-10  el_after_av_section  el_before_av_section  arrow_white avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-38042'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-39z06ub-566b88d617d500458d85ca8661c39a50\">\n#top .av_textblock_section.av-39z06ub-566b88d617d500458d85ca8661c39a50 .avia_textblock{\nfont-size:25px;\n}\n<\/style>\n<section  class='av_textblock_section av-39z06ub-566b88d617d500458d85ca8661c39a50 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h2 id=\"keyforsuccess\" style=\"color: #101246; font-size: 30px; text-align: center;\">Ventajas<\/h2>\n<\/div><\/section>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-2y7c4rn-6854115d53f1ddca00b7e82a7cdfb299\">\n.avia-section.av-2y7c4rn-6854115d53f1ddca00b7e82a7cdfb299{\nbackground-color:#edeef0;\nbackground-image:unset;\n}\n<\/style>\n<div id='beneficios'  class='avia-section av-2y7c4rn-6854115d53f1ddca00b7e82a7cdfb299 main_color avia-section-default avia-no-border-styling  avia-builder-el-12  el_after_av_section  el_before_av_section  box_icon avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-38042'><div class='entry-content-wrapper clearfix'>\n<div class='flex_column_table av-2kok4kj-a9bcd72e3e9937ba8a469e9b75023971 sc-av_one_fourth av-equal-height-column-flextable'>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-2kok4kj-a9bcd72e3e9937ba8a469e9b75023971\">\n.flex_column.av-2kok4kj-a9bcd72e3e9937ba8a469e9b75023971{\nwidth:23.5%;\nmargin-left:0;\n}\n#top .flex_column_table.av-equal-height-column-flextable.av-2kok4kj-a9bcd72e3e9937ba8a469e9b75023971 .av-flex-placeholder{\nwidth:2%;\n}\n<\/style>\n<div  class='flex_column av-2kok4kj-a9bcd72e3e9937ba8a469e9b75023971 av_one_fourth  avia-builder-el-13  el_before_av_one_fourth  avia-builder-el-first  first flex_column_table_cell av-equal-height-column av-align-top  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mhvwz09r-dbff840c8f0bcda40bbfbe3790fe26ff\">\n.iconbox.av-mhvwz09r-dbff840c8f0bcda40bbfbe3790fe26ff .iconbox_icon{\nbackground-color:#b21532;\ncolor:#ffffff;\n}\n#top #wrap_all .iconbox.av-mhvwz09r-dbff840c8f0bcda40bbfbe3790fe26ff .iconbox_content_title{\nfont-size:17px;\ncolor:#101246;\n}\n.iconbox.av-mhvwz09r-dbff840c8f0bcda40bbfbe3790fe26ff .iconbox_content_container{\nfont-size:15px;\ncolor:#101246;\n}\n<\/style>\n<article  class='iconbox iconbox_top av-mhvwz09r-dbff840c8f0bcda40bbfbe3790fe26ff av-no-box av-icon-style-no-border  avia-builder-el-14  avia-builder-el-no-sibling '  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconbox_content\"><header class=\"entry-content-header\"><div class=\"iconbox_icon heading-color\" aria-hidden='true' data-av_icon='\ue824' data-av_iconfont='entypo-fontello'><\/div><\/header><div class='iconbox_content_container av_inherit_color'  itemprop=\"text\" ><p>Aportamos mayor seguridad en el uso de modelos sensibles.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><\/div><div class='av-flex-placeholder'><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1zmequb-76691ee69d4a636e919bc3fbe9cb92c4\">\n.flex_column.av-1zmequb-76691ee69d4a636e919bc3fbe9cb92c4{\nwidth:23.5%;\nmargin-left:0;\n}\n#top .flex_column_table.av-equal-height-column-flextable.av-1zmequb-76691ee69d4a636e919bc3fbe9cb92c4 .av-flex-placeholder{\nwidth:2%;\n}\n<\/style>\n<div  class='flex_column av-1zmequb-76691ee69d4a636e919bc3fbe9cb92c4 av_one_fourth  avia-builder-el-15  el_after_av_one_fourth  el_before_av_one_fourth  flex_column_table_cell av-equal-height-column av-align-top  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mhvx0mj9-773717e7deaa3cdb2f6a271400b704a6\">\n.iconbox.av-mhvx0mj9-773717e7deaa3cdb2f6a271400b704a6 .iconbox_icon{\nbackground-color:#b21532;\ncolor:#ffffff;\n}\n#top #wrap_all .iconbox.av-mhvx0mj9-773717e7deaa3cdb2f6a271400b704a6 .iconbox_content_title{\nfont-size:17px;\ncolor:#101246;\n}\n.iconbox.av-mhvx0mj9-773717e7deaa3cdb2f6a271400b704a6 .iconbox_content_container{\nfont-size:15px;\ncolor:#101246;\n}\n<\/style>\n<article  class='iconbox iconbox_top av-mhvx0mj9-773717e7deaa3cdb2f6a271400b704a6 av-no-box av-icon-style-no-border  avia-builder-el-16  avia-builder-el-no-sibling '  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconbox_content\"><header class=\"entry-content-header\"><div class=\"iconbox_icon heading-color\" aria-hidden='true' data-av_icon='\ue868' data-av_iconfont='entypo-fontello'><\/div><\/header><div class='iconbox_content_container av_inherit_color'  itemprop=\"text\" ><p>Implantamos la prevenci\u00f3n de ataques adversarios o manipulaciones.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><\/div><div class='av-flex-placeholder'><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-1lms683-15b09e3c955f3a7542c409fead35654d\">\n.flex_column.av-1lms683-15b09e3c955f3a7542c409fead35654d{\nwidth:23.5%;\nmargin-left:0;\n}\n#top .flex_column_table.av-equal-height-column-flextable.av-1lms683-15b09e3c955f3a7542c409fead35654d .av-flex-placeholder{\nwidth:2%;\n}\n<\/style>\n<div  class='flex_column av-1lms683-15b09e3c955f3a7542c409fead35654d av_one_fourth  avia-builder-el-17  el_after_av_one_fourth  el_before_av_one_fourth  flex_column_table_cell av-equal-height-column av-align-top  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mhvx0u8p-157627f84eee97bcb5e8ccec73c645fa\">\n.iconbox.av-mhvx0u8p-157627f84eee97bcb5e8ccec73c645fa .iconbox_icon{\nbackground-color:#b21532;\ncolor:#ffffff;\n}\n#top #wrap_all .iconbox.av-mhvx0u8p-157627f84eee97bcb5e8ccec73c645fa .iconbox_content_title{\nfont-size:24px;\ncolor:#101246;\n}\n.iconbox.av-mhvx0u8p-157627f84eee97bcb5e8ccec73c645fa .iconbox_content_container{\nfont-size:15px;\ncolor:#101246;\n}\n<\/style>\n<article  class='iconbox iconbox_top av-mhvx0u8p-157627f84eee97bcb5e8ccec73c645fa av-no-box av-icon-style-no-border  avia-builder-el-18  avia-builder-el-no-sibling '  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconbox_content\"><header class=\"entry-content-header\"><div class=\"iconbox_icon heading-color\" aria-hidden='true' data-av_icon='\ue8d9' data-av_iconfont='entypo-fontello'><\/div><\/header><div class='iconbox_content_container av_inherit_color'  itemprop=\"text\" ><p>Controlamos las versiones y reproducibilidad de modelos.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><\/div><div class='av-flex-placeholder'><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-11vyr37-974d437596a0017c605561518ebd5ef5\">\n.flex_column.av-11vyr37-974d437596a0017c605561518ebd5ef5{\nwidth:23.5%;\nmargin-left:0;\n}\n#top .flex_column_table.av-equal-height-column-flextable.av-11vyr37-974d437596a0017c605561518ebd5ef5 .av-flex-placeholder{\nwidth:2%;\n}\n<\/style>\n<div  class='flex_column av-11vyr37-974d437596a0017c605561518ebd5ef5 av_one_fourth  avia-builder-el-19  el_after_av_one_fourth  avia-builder-el-last  flex_column_table_cell av-equal-height-column av-align-top  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-mhvx1aof-530c77b59a74edf6078ce450f2746d92\">\n.iconbox.av-mhvx1aof-530c77b59a74edf6078ce450f2746d92 .iconbox_icon{\nbackground-color:#b21532;\ncolor:#ffffff;\n}\n#top #wrap_all .iconbox.av-mhvx1aof-530c77b59a74edf6078ce450f2746d92 .iconbox_content_title{\nfont-size:24px;\ncolor:#101246;\n}\n.iconbox.av-mhvx1aof-530c77b59a74edf6078ce450f2746d92 .iconbox_content_container{\nfont-size:15px;\ncolor:#101246;\n}\n<\/style>\n<article  class='iconbox iconbox_top av-mhvx1aof-530c77b59a74edf6078ce450f2746d92 av-no-box av-icon-style-no-border  avia-builder-el-20  avia-builder-el-no-sibling '  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconbox_content\"><header class=\"entry-content-header\"><div class=\"iconbox_icon heading-color\" aria-hidden='true' data-av_icon='\ue891' data-av_iconfont='entypo-fontello'><\/div><\/header><div class='iconbox_content_container av_inherit_color'  itemprop=\"text\" ><p>Supervisamos en permanencia el comportamiento en tiempo real.<\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><\/div><\/div><!--close column table wrapper. Autoclose: 1 -->\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-4fbbjri-cf451b538e4c44517cf78bfa005ad701\">\n.avia-section.av-4fbbjri-cf451b538e4c44517cf78bfa005ad701 .av-extra-border-element .av-extra-border-inner{\nbackground-color:#ffffff;\n}\n<\/style>\n<div id='formulario-contacto'  class='avia-section av-4fbbjri-cf451b538e4c44517cf78bfa005ad701 main_color avia-section-huge avia-no-border-styling  avia-builder-el-21  el_after_av_section  avia-builder-el-last  avia-bg-style-scroll av-arrow-down-section container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-38042'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-40hqvf2-b084d440af4eb5a2e7cbb6d5149b7107\">\n#top .flex_column.av-40hqvf2-b084d440af4eb5a2e7cbb6d5149b7107{\nmargin-top:0;\nmargin-bottom:0;\n}\n.flex_column.av-40hqvf2-b084d440af4eb5a2e7cbb6d5149b7107{\nborder-radius:0px 0px 0px 0px;\npadding:0px 0px 0px 0px;\n}\n.responsive #top #wrap_all .flex_column.av-40hqvf2-b084d440af4eb5a2e7cbb6d5149b7107{\nmargin-top:0;\nmargin-bottom:0;\n}\n<\/style>\n<div  class='flex_column av-40hqvf2-b084d440af4eb5a2e7cbb6d5149b7107 av_one_full  avia-builder-el-22  el_before_av_one_fourth  avia-builder-el-first  first no_margin flex_column_div av-animated-generic left-to-right av-zero-column-padding  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-v8zcv7-41fa82675515ea6d881a0e2110c56f12\">\n#top .av_textblock_section.av-v8zcv7-41fa82675515ea6d881a0e2110c56f12 .avia_textblock{\nfont-size:40px;\ncolor:#101246;\n}\n<\/style>\n<section  class='av_textblock_section av-v8zcv7-41fa82675515ea6d881a0e2110c56f12 '   itemscope=\"itemscope\" 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