{"id":64143,"date":"2024-11-13T11:34:46","date_gmt":"2024-11-13T11:34:46","guid":{"rendered":"https:\/\/staging.totara.fortyapp.com\/totara-lms-ia-centrada-en-el-ser-humano-integracion-de-openai-y-recomendaciones-ml\/"},"modified":"2025-01-21T19:02:51","modified_gmt":"2025-01-21T19:02:51","slug":"totara-lms-ia-centrada-en-el-ser-humano-integracion-de-openai-y-recomendaciones-ml","status":"publish","type":"page","link":"https:\/\/staging.totara.fortyapp.com\/es\/totara-lms-ia-centrada-en-el-ser-humano-integracion-de-openai-y-recomendaciones-ml\/","title":{"rendered":"Totara LMS: IA centrada en el ser humano, integraci\u00f3n de OpenAI y recomendaciones ML"},"content":{"rendered":"\n<div class='standard-header-container themeMidBlue ' style=\"\">\n  <div class='backgroundImageWrapper'>\n    <img decoding=\"async\"\n      class='backgroundImage' \n      loading=\"lazy\"\n      src=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/themes\/totara\/assets\/images\/bg-standard-hero-mid-blue.png\"  \n      sizes=\"100vw\"\n      alt=\"Background pattern\"\n    \/>\n  <\/div>\n  <div class='wrapper'>\n    <div class='detailsWrapper'>\n      <div class='details'>\n                          <h1 class='title  fontLight'>Totara &#8211; nuestro enfoque de la IA\n<\/h1>\n                          <p class='description fontLight'>Totara y nuestra red de socios est\u00e1n aqu\u00ed para apoyar la estrategia de IA de tu organizaci\u00f3n<\/p>\n                      <\/div>\n    <\/div>\n    \n          <div class='images numberOfImages1'>\n              <div class='imageWrapper'>\n          <div class='image-container' style='padding-bottom: calc(100% \/ (464 \/ 343));'>\n                          <img decoding=\"async\" \n                class='image'\n                loading=\"lazy\"\n                src=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/iStock-1244482898-768x422.jpg\"  \n                alt=\"\"\n                srcset=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/iStock-1244482898-768x422.jpg 768w, https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/iStock-1244482898-300x165.jpg 300w, https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/iStock-1244482898-1024x563.jpg 1024w, https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/iStock-1244482898-1536x845.jpg 1536w, https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/iStock-1244482898-2048x1126.jpg 2048w\"\n                sizes=\"(max-width: 768px) 100vw, 768px\"\n              \/>\n                      <\/div>\n        <\/div>\n            <\/div>\n        \n  <\/div>\n<\/div>\n<div class=\"feature-text-block-container themeMidBlue\">\n  <div class=\"wrapper\">\n          <div class='text'>\n        <span style=\"font-weight: 400;\"><strong>IA<\/strong> centrada en el ser humano <strong>que impulsa la eficiencia del aprendizaje y la formaci\u00f3n<\/strong> y ofrece experiencias de aprendizaje excepcionales  <\/span>\n      <\/div>\n      <\/div>\n<\/div>\n<div class='text-block-container MobileAlignment DesktopAlignment'>\n  <div class='wrapper'>\n    <div class='richText'>\n      <p><span style=\"font-weight: 400;\">AI presents L&amp;D and HR with endless opportunities to enable efficiencies and smarter ways of working. From voice-activated chatbots that train (&amp; assess) staff in soft-skill scenarios, to streamlined content creation and advanced personalised learner experiences, there are endless use cases.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The rapid rise of generative AI is now progressing beyond trade-show discussions &#8211;\u00a0 organisation\u2019s require a cohesive AI strategy to maintain a competitive edge.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/staging.totara.fortyapp.com\/\" target=\"_blank\" rel=\"noopener\">Totara\u2019s LMS<\/a> has been using machine learning to personalise the learner experience for years, and with the launch of our Open AI integration, we\u2019re opening the door to an exciting new world where generative AI can query content and data hosted within Totara\u2019s LMS.<\/span><\/p>\n    <\/div>\n      <\/div>\n<\/div>\n<div class=\"content-grid-container\">\n            <div class=\"gridTile centered-1 has-light-grey-background-color\">\n                  <img decoding=\"async\" \n            src=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/check-list.svg\"\n            alt=\"\"\n            loading=\"lazy\"\n          \/>\n                          <h3 class=\"title has-dark-color\">Recomendaciones de aprendizaje autom\u00e1tico<\/h3>\n                          <div class=\"description has-dark-color\"><span style=\"font-weight: 400;\">Los contenidos relacionados basados en la actividad del alumno sugieren nuevos contenidos de listas de reproducci\u00f3n, recursos y cursos.<\/span>\n<\/div>\n                      <\/div>\n          <div class=\"gridTile centered-1 has-light-grey-background-color\">\n                  <img decoding=\"async\" \n            src=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/screen-maximize.svg\"\n            alt=\"\"\n            loading=\"lazy\"\n          \/>\n                          <h3 class=\"title has-dark-color\">Integraci\u00f3n OpenAI de Totara<\/h3>\n                          <div class=\"description has-dark-color\"><span style=\"font-weight: 400;\">Nuestro plugin permite que el procesador LLM de OpenAI haga su magia utilizando contenidos y datos especificados dentro del LMS de Totara.<\/span>\n<\/div>\n                      <\/div>\n          <div class=\"gridTile centered-1 has-light-grey-background-color\">\n                  <img decoding=\"async\" \n            src=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/Customization.svg\"\n            alt=\"\"\n            loading=\"lazy\"\n          \/>\n                          <h3 class=\"title has-dark-color\">Un marco que evoluciona contigo<\/h3>\n                          <div class=\"description has-dark-color\"><span style=\"font-weight: 400;\">El LMS totalmente personalizable de Totara ofrece un sinf\u00edn de integraciones que admiten tecnolog\u00edas de IA en r\u00e1pida evoluci\u00f3n.<\/span>\n<\/div>\n                      <\/div>\n      <\/div>\n<div class='leftright-content-block-container themeMidBlue rightDirection'>\n  <div class=\"leftright-content-block-wrapper\">\n    <div class=\"leftright-content-block-details rightDirection\">\n              <div class='leftright-content-block-title'><h2><strong>Revolutionise your learning strategy<\/strong> using AI in your LMS<\/h2>\n<p><span style=\"color: #07262a;\">By incorporating generative AI into your LMS, you can:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Deliver personalised learning at scale:<\/b><span style=\"font-weight: 400;\"> Automatically curate and recommend content tailored to each learner\u2019s preferences, skill level, and learning objectives.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Individualised tutoring and coaching:<\/b><span style=\"font-weight: 400;\"> Empower learners with AI-driven tutoring solutions that provide instant, customised feedback and one-to-one coaching.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Boost efficiency and reduce workload:<\/b><span style=\"font-weight: 400;\"> Automate time-consuming administrative tasks, such as content tagging and data enrichment, saving valuable time.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Engage learners like never before:<\/b> Provide learners with interactive, AI-assisted experiences that keep them motivated and immersed in their learning journey.<\/li>\n<\/ul>\n<\/div>\n                      <\/div>\n    <div class=\"leftright-content-block-images rightDirection\">\n      <div class='leftright-content-block-backgroundImage rightDirection'>\n        <div class='leftright-content-block-image_container'>\n                                    <img decoding=\"async\" \n                class='leftright-content-block-image'\n                loading='lazy'\n                src=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/AI-image-2-768x457.png\"  \n                alt=\"\"\n                srcset=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/AI-image-2.png 1310w, https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/AI-image-2-300x178.png 300w, https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/AI-image-2-1024x609.png 1024w, https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/AI-image-2-768x457.png 768w\"\n                sizes=\"(max-width: 750px) 100vw, 750px\" \n              \/>\n                              <\/div>\n      <\/div>\n      <div class='leftright-content-block-featureImage bottom'>\n        <div class='leftright-content-block-image_container'>\n                  <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n<p><\/p>\n\n<div class='leftright-content-block-container themeMidBlue leftDirection'>\n  <div class=\"leftright-content-block-wrapper\">\n    <div class=\"leftright-content-block-details leftDirection\">\n              <div class='leftright-content-block-title'><h2 style=\"font-family: Cambon,Arial,Helvetica,sans-serif; font-size: 38px;\"><strong>El enfoque de Totara sobre la IA centrada en el ser humano<\/strong><\/h2>\n<p style=\"text-align: left;\"><span style=\"font-weight: 400;\">Nuestros principios b\u00e1sicos est\u00e1n aqu\u00ed para garantizar que un enfoque centrado en el ser humano est\u00e9 en el centro de c\u00f3mo se utiliza la IA en tu Totara LMS.  <\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"font-weight: 400;\">La IA ofrece oportunidades incre\u00edbles para impulsar la eficiencia de la formaci\u00f3n y ofrecer experiencias de aprendizaje excepcionales y personalizadas. Sin embargo, reconocemos que la tecnolog\u00eda es nueva y evoluciona r\u00e1pidamente, por lo que la aplicaci\u00f3n \u00e9tica y el respeto de la privacidad son fundamentales. <\/span><\/p>\n<\/div>\n                      <\/div>\n    <div class=\"leftright-content-block-images leftDirection\">\n      <div class='leftright-content-block-backgroundImage leftDirection'>\n        <div class='leftright-content-block-image_container'>\n                                    <img decoding=\"async\" \n                class='leftright-content-block-image'\n                loading='lazy'\n                src=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/Coworkers-working-6-768x600.webp\"  \n                alt=\"\"\n                srcset=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/Coworkers-working-6.webp 1310w, https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/Coworkers-working-6-300x235.webp 300w, https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/Coworkers-working-6-1024x800.webp 1024w, https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/Coworkers-working-6-768x600.webp 768w\"\n                sizes=\"(max-width: 750px) 100vw, 750px\" \n              \/>\n                              <\/div>\n      <\/div>\n      <div class='leftright-content-block-featureImage bottom'>\n        <div class='leftright-content-block-image_container'>\n                  <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n<div class='cards-container themeMidBlue'>\n  <div class='wrapper'>\n          <div class='title-container'>\n                  <h2 class='title fontLight'>\u00bfQu\u00e9 queremos decir con un enfoque de la IA centrado en el ser humano?<\/h2>\n                      <\/div>\n                      <div class='cards-wrapper'>\n                                    <div class='card has-background-color has-white-background-color'>\n                                                                  <h4 class='card-title'>Transparencia<\/h4>\n                                                  <p class='description'>El contenido generado por la IA est\u00e1 claramente etiquetado para el usuario.\n<\/p>\n                              <\/div>\n                          <div class='card has-background-color has-white-background-color'>\n                                                                  <h4 class='card-title'>Auditable<\/h4>\n                                                  <p class='description'>Los registros de uso est\u00e1n registrados y son auditables.\n<\/p>\n                              <\/div>\n                          <div class='card has-background-color has-white-background-color'>\n                                                                  <h4 class='card-title'>Relevante<\/h4>\n                                                  <p class='description'>Human verification is required (for example, approval of suggested course tags is needed).\n<\/p>\n                              <\/div>\n                          <div class='card has-background-color has-white-background-color'>\n                                                                  <h4 class='card-title'>Cumple<\/h4>\n                                                  <p class='description'>La protecci\u00f3n de datos es clave: la informaci\u00f3n personal identificable (IPI) est\u00e1 fuera de los l\u00edmites.\n<\/p>\n                              <\/div>\n                          <div class='card has-background-color has-white-background-color'>\n                                                                  <h4 class='card-title'>A prop\u00f3sito<\/h4>\n                                                  <p class='description'>Los plugins de IA y las integraciones tienen acceso restringido a los conjuntos de datos y contenidos aprobados dentro de Totara.\n<\/p>\n                              <\/div>\n                          <div class='card has-background-color has-white-background-color'>\n                                                                  <h4 class='card-title'>Inclusivo<\/h4>\n                                                  <p class='description'>Animamos a todos nuestros socios a que tengan en cuenta el sesgo al probar sus soluciones de IA.\n<\/p>\n                              <\/div>\n                              <\/div>\n                <\/div>\n  <div class='image-wrapper'>\n          <img decoding=\"async\" \n        class='image'\n        loading='lazy'\n        src=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/07\/03_LOGO_01-2.png\"  \n        alt=\"\"\n        srcset=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/07\/03_LOGO_01-2.png 1440w, https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/07\/03_LOGO_01-2-300x105.png 300w, https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/07\/03_LOGO_01-2-1024x360.png 1024w, https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/07\/03_LOGO_01-2-768x270.png 768w\"\n        sizes=\"(max-width: 1423px) 100vw, 1423px\" \n      \/>\n      <\/div>\n<\/div>\n<h2 class=\"wp-block-heading has-text-align-center has-blue-color has-text-color has-link-color wp-elements-2c471d285cee3c708393e04bb935dab1\">La innovadora red de socios de Totara ofrece soluciones de IA a medida<\/h2>\n\n<div class='text-block-container MobileAlignment DesktopAlignment'>\n  <div class='wrapper'>\n    <div class='richText'>\n      <p><span style=\"font-weight: 400;\">Our <\/span><a href=\"https:\/\/staging.totara.fortyapp.com\/partners\/\"><span style=\"font-weight: 400;\">extensive network of 75+ LMS specialists<\/span><\/a><span style=\"font-weight: 400;\"> build and deploy tailor made solutions to your exact requirements.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Totara\u2019s highly adaptable architecture allows limitless customisation and access to thousands of plugins and endless integrations that span both learning and business ecosystems.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">So whatever tools, platforms, or systems you\u2019re using to develop your AI strategy, Totara\u2019s LMS is here to support it. With AI technology rapidly evolving, Totara has the flexibility and power to adapt with you, as your AI strategy evolves.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">From chatbots that assess your interactions on voice-driven scenarios, to everyday time-savers such as course and content tagging, <\/span><b>you dream it, our partners build it. <\/b><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p class=\"large\"><span style=\"color: #017ab7;\"><strong>Looking for a partner to bring your AI strategy to life? <\/strong><\/span><\/p>\n    <\/div>\n          <div class='cta'>\n        \n<a id=\"\" class=\"button-link \" target=\"_blank\" href=\"https:\/\/staging.totara.fortyapp.com\/request-a-demo-form\/\">\n  <span class='container darkPrimaryTheme'>\n    <div><\/div>\n    <div><\/div>\n    <div class='contents'>\n      <span>Get in touch<\/span>\n          <\/div>\n  <\/span>\n<\/a>      <\/div>\n      <\/div>\n<\/div>\n<div class='leftright-content-block-container themeMidBlue rightDirection'>\n  <div class=\"leftright-content-block-wrapper\">\n    <div class=\"leftright-content-block-details rightDirection\">\n              <div class='leftright-content-block-title'><h2 style=\"font-family: Cambon,Arial,Helvetica,sans-serif; font-size: 38px;\"><strong>What does AI in an LMS look like?<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">For more inspiration, catch this webinar clip that shows how <\/span><span style=\"font-weight: 400;\">MaibornWolff and Totara&#8217;s Platinum Partner <\/span><em><strong><a href=\"https:\/\/staging.totara.fortyapp.com\/partners\/learnchamp\/\">LearnChamp<\/a><\/strong><\/em><span style=\"font-weight: 400;\"> are developing an AI Learning Assistant that sits within Totara. <\/span><\/p>\n<\/div>\n                          <div class='leftright-content-block-cta'>\n          \n<a id=\"\" class=\"button-link \" target=\"_blank\" href=\"https:\/\/www.youtube.com\/watch?v=Q120RPiYB7Y&#038;t=1900s\">\n  <span class='container darkPrimaryTheme'>\n    <div><\/div>\n    <div><\/div>\n    <div class='contents'>\n      <span>Watch the clip<\/span>\n          <\/div>\n  <\/span>\n<\/a>        <\/div>\n          <\/div>\n    <div class=\"leftright-content-block-images rightDirection\">\n      <div class='leftright-content-block-backgroundImage rightDirection'>\n        <div class='leftright-content-block-image_container'>\n                      <a class='image-link' href='https:\/\/www.youtube.com\/watch?v=Q120RPiYB7Y&#038;t=1900s' target='_blank'>\n                                    <img decoding=\"async\" \n                class='leftright-content-block-image'\n                loading='lazy'\n                src=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/Revolutionising-Employee-Development-Screenshot-768x430.png\"  \n                alt=\"Watch this webinar clip to understand how LearnChamp are developing an AI Learning Assistant to use within Totara's LMS\"\n                srcset=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/Revolutionising-Employee-Development-Screenshot.png 942w, https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/Revolutionising-Employee-Development-Screenshot-300x168.png 300w, https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/Revolutionising-Employee-Development-Screenshot-768x430.png 768w\"\n                sizes=\"(max-width: 750px) 100vw, 750px\" \n              \/>\n                                  <\/a>\n                  <\/div>\n      <\/div>\n      <div class='leftright-content-block-featureImage center'>\n        <div class='leftright-content-block-image_container'>\n                  <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n<div class='leftright-content-block-container themeMidBlue leftDirection'>\n  <div class=\"leftright-content-block-wrapper\">\n    <div class=\"leftright-content-block-details leftDirection\">\n              <div class='leftright-content-block-title'><h2 style=\"font-family: Cambon,Arial,Helvetica,sans-serif; font-size: 38px;\"><strong>Integraci\u00f3n de IA abierta de Totara<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">La Integraci\u00f3n OpenAI de Totara se lanz\u00f3 en la versi\u00f3n 18.8 de Totara. Este modelo de integraci\u00f3n LLM proporciona una opci\u00f3n sencilla para conectar un sitio de Totara con productos de OpenAI como ChatGPT.   <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Gracias a esta integraci\u00f3n y a la arquitectura enchufable que la sustenta, los socios pueden desarrollar complementos personalizados que permitan que las funciones de IA funcionen en los sitios de Totara.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">En la pr\u00e1ctica, esto significa que los chatbots pueden acceder a conjuntos de datos espec\u00edficos dentro de Totara, como contenidos y metadatos de cursos, documentos de apoyo, etc. A continuaci\u00f3n, estos chatbots pueden probarse y entrenarse en este contenido para garantizar que el resultado final -en este ejemplo, un chatbot interactivo sobre el contenido especificado- beneficiar\u00e1 significativamente a los alumnos.   <\/span><\/p>\n<p><span style=\"font-weight: 400;\">De acuerdo con nuestros principios destacados anteriormente, s\u00f3lo se podr\u00e1 acceder a conjuntos de datos limitados y preaprobados dentro de Totara, y no se podr\u00e1 acceder ni recuperar Informaci\u00f3n Personal Identificable.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ten en cuenta que la arquitectura escalable de Totara permite construir integraciones con otros proveedores de Modelos de Grandes Lenguajes (LLM), como Llama, Anthropic y Gemini.<\/span><\/p>\n<\/div>\n                      <\/div>\n    <div class=\"leftright-content-block-images leftDirection\">\n      <div class='leftright-content-block-backgroundImage leftDirection'>\n        <div class='leftright-content-block-image_container'>\n                                    <img decoding=\"async\" \n                class='leftright-content-block-image'\n                loading='lazy'\n                src=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/Totaras-Open-AI-Integration-2.gif\"  \n                alt=\"\"\n              \/>\n                              <\/div>\n      <\/div>\n      <div class='leftright-content-block-featureImage bottom'>\n        <div class='leftright-content-block-image_container'>\n                  <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n<div class='leftright-content-block-container themeMidBlue rightDirection'>\n  <div class=\"leftright-content-block-wrapper\">\n    <div class=\"leftright-content-block-details rightDirection\">\n              <div class='leftright-content-block-title'><h2 style=\"font-family: Cambon,Arial,Helvetica,sans-serif; font-size: 38px;\"><strong>Totara\u2019s AI-assisted Course Tag Recommendations generator<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">In this example, the LLM processor (ChatGPT) has been given access to fields such as Course Title, Course Description, as well as previously-generated Course Tags from the course content catalogue.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The AI assistant suggests to the course administrator tags that could be relevant. The user can choose to \u2018regenerate tags\u2019 if no suitable options are presented, which then suggest new tags.<\/span><\/p>\n<\/div>\n                      <\/div>\n    <div class=\"leftright-content-block-images rightDirection\">\n      <div class='leftright-content-block-backgroundImage rightDirection'>\n        <div class='leftright-content-block-image_container'>\n                                    <img decoding=\"async\" \n                class='leftright-content-block-image'\n                loading='lazy'\n                src=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/AI-Tag-generator_2-2.gif\"  \n                alt=\"\"\n              \/>\n                              <\/div>\n      <\/div>\n      <div class='leftright-content-block-featureImage bottom'>\n        <div class='leftright-content-block-image_container'>\n                  <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n<div class='benefits-container'>\n      <h2 class='title'><h2>Motor de recomendaci\u00f3n de aprendizaje autom\u00e1tico de Totara<\/h2>\n<p><span style=\"font-weight: 400;\">El LMS de Totara utiliza el poder del aprendizaje autom\u00e1tico para recomendar una combinaci\u00f3n de aprendizaje (desde el aprendizaje formal, como cursos, hasta el aprendizaje social) que se adapte al flujo del trabajo diario.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Perfeccionamos continuamente nuestras metodolog\u00edas de aprendizaje autom\u00e1tico para ofrecer recomendaciones personalizadas basadas en factores como los perfiles existentes de los alumnos, las acciones, las tendencias y los contenidos vistos recientemente.  <\/span><\/p>\n<\/h2>\n    <div class='tilesWrapper'>\n                  <div class='gridTile luzThemeVariation themeTeal'>\n          <div class='tileHeader'>\n                          <h2 class='tileTitle'><b>Tendencias<\/b>\n<\/h2>\n                                      <div class='tileIconWrapper'>\n                <img decoding=\"async\"\n                  loading=\"lazy\"\n                  src=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/app-store.svg\"\n                  alt=\"\"\n                  sizes=\"(max-width: 1px) 100vw, 1px\"\n                  srcset=\"\"\n                \/>\n              <\/div>\n                      <\/div>\n                      <p class='tileDescription'>Los cursos, recursos y listas de reproducci\u00f3n m\u00e1s vistos seg\u00fan la interacci\u00f3n de los usuarios en los \u00faltimos d\u00edas<\/p>\n                  <\/div>\n              <div class='gridTile oscuroThemeVariation themeTeal'>\n          <div class='tileHeader'>\n                          <h2 class='tileTitle'><span style=\"color: #ffffff;\">Microaprendizaje<\/span>\n<\/h2>\n                                      <div class='tileIconWrapper'>\n                <img decoding=\"async\"\n                  loading=\"lazy\"\n                  src=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/save-for-later.svg\"\n                  alt=\"\"\n                  sizes=\"(max-width: 1px) 100vw, 1px\"\n                  srcset=\"\"\n                \/>\n              <\/div>\n                      <\/div>\n                      <p class='tileDescription'>Recursos recomendados al usuario activo con un tiempo de lectura o visionado inferior a cinco minutos<\/p>\n                  <\/div>\n              <div class='gridTile luzThemeVariation themeLightBlue'>\n          <div class='tileHeader'>\n                          <h2 class='tileTitle'>Cursos\n<\/h2>\n                                      <div class='tileIconWrapper'>\n                <img decoding=\"async\"\n                  loading=\"lazy\"\n                  src=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/saved-items.svg\"\n                  alt=\"\"\n                  sizes=\"(max-width: 1px) 100vw, 1px\"\n                  srcset=\"\"\n                \/>\n              <\/div>\n                      <\/div>\n                      <p class='tileDescription'>Cursos recomendados al usuario activo<\/p>\n                  <\/div>\n              <div class='gridTile oscuroThemeVariation themeMidBlue'>\n          <div class='tileHeader'>\n                          <h2 class='tileTitle'><span style=\"color: #ffffff;\">Espacios de trabajo<\/span>\n<\/h2>\n                                      <div class='tileIconWrapper'>\n                <img decoding=\"async\"\n                  loading=\"lazy\"\n                  src=\"https:\/\/staging.totara.fortyapp.com\/wp-content\/uploads\/2024\/11\/workspaces_outline.svg\"\n                  alt=\"\"\n                  sizes=\"(max-width: 1px) 100vw, 1px\"\n                  srcset=\"\"\n                \/>\n              <\/div>\n                      <\/div>\n                      <p class='tileDescription'>Espacios de trabajo recomendados al usuario activo<\/p>\n                  <\/div>\n            <\/div>\n<\/div>\n<div class='faq-container themeMidBlue'>\n  <div class='wrapper'>\n          <h2 class='title'>Utilizar la IA en un LMS &#8211; Preguntas frecuentes  <\/h2>\n            <div class='questions-wrapper'>\n                        <div class='question'>\n            <span class='plusIcon'>\n              <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                <path d=\"M12 8V16M8 12H16M22 12C22 17.5228 17.5228 22 12 22C6.47715 22 2 17.5228 2 12C2 6.47715 6.47715 2 12 2C17.5228 2 22 6.47715 22 12Z\" stroke=\"#98A2B3\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n              <\/svg>\n            <\/span>\n            <div>\n                              <h3 class='header'>Ya soy cliente de Totara y estoy interesado en utilizar la Integraci\u00f3n Abierta de IA. \u00bfCu\u00e1les son mis pr\u00f3ximos pasos? <\/h3>\n                                            <div class='description'><span style=\"font-weight: 400;\">Ponte en contacto con tu socio, que puede trabajar contigo para comprender tu caso de uso y tus objetivos. Trabajar\u00e1n contigo para desarrollar y probar tu Integraci\u00f3n de IA Abierta. <\/span>\n<\/div>\n                          <\/div>\n          <\/div>\n                  <div class='question'>\n            <span class='plusIcon'>\n              <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                <path d=\"M12 8V16M8 12H16M22 12C22 17.5228 17.5228 22 12 22C6.47715 22 2 17.5228 2 12C2 6.47715 6.47715 2 12 2C17.5228 2 22 6.47715 22 12Z\" stroke=\"#98A2B3\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n              <\/svg>\n            <\/span>\n            <div>\n                              <h3 class='header'>\u00bfEst\u00e1 disponible la integraci\u00f3n Open AI para los clientes de TotaraGov?<\/h3>\n                                            <div class='description'><span style=\"font-weight: 400;\">No, por el momento no. Nuestra plataforma TotaraGov est\u00e1 certificada para cumplir las estrictas especificaciones aprobadas por FedRAMP\u00ae, que actualmente no incluye esta integraci\u00f3n. <\/span>\n<\/div>\n                          <\/div>\n          <\/div>\n                  <div class='question'>\n            <span class='plusIcon'>\n              <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                <path d=\"M12 8V16M8 12H16M22 12C22 17.5228 17.5228 22 12 22C6.47715 22 2 17.5228 2 12C2 6.47715 6.47715 2 12 2C17.5228 2 22 6.47715 22 12Z\" stroke=\"#98A2B3\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n              <\/svg>\n            <\/span>\n            <div>\n                              <h3 class='header'>\u00bfPuedo obtener m\u00e1s informaci\u00f3n sobre la soluci\u00f3n de recomendaci\u00f3n AI Course Tag de Totara?<\/h3>\n                                            <div class='description'><p><span style=\"font-weight: 400;\">You can enable and use <\/span><span style=\"font-weight: 400;\">AI<\/span><span style=\"font-weight: 400;\"> tag recommendations for courses. This feature uses a Totara integration with Open<\/span><span style=\"font-weight: 400;\">AI<\/span><span style=\"font-weight: 400;\"> to recommend tags to add to each course, based on the information included within that course. This tool will only suggest existing tags, and will not create new ones. If you have tags in multiple languages, this tool will only suggest tags in the user&#8217;s preferred language.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Note this feature requires an <\/span><a href=\"https:\/\/openai.com\/api\/\">OpenAI API account<\/a><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For more information on implementing this feature <\/span><a href=\"https:\/\/totara.help\/docs\/en\/ai-course-tag-recommendations?highlight=ai\">see our help guide<\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<\/div>\n                          <\/div>\n          <\/div>\n                  <div class='question'>\n            <span class='plusIcon'>\n              <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                <path d=\"M12 8V16M8 12H16M22 12C22 17.5228 17.5228 22 12 22C6.47715 22 2 17.5228 2 12C2 6.47715 6.47715 2 12 2C17.5228 2 22 6.47715 22 12Z\" stroke=\"#98A2B3\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n              <\/svg>\n            <\/span>\n            <div>\n                              <h3 class='header'>\u00bfCu\u00e1les son los costes asociados al uso de la IA en Totara?<\/h3>\n                                            <div class='description'><p><span style=\"font-weight: 400;\">Esto depender\u00e1 del servicio LLM que utilices. La mayor\u00eda de los servicios LLM utilizados a nivel organizativo tendr\u00e1n un coste por su servicio. Por tanto, cuando tu procesador LLM acceda y ejecute tu soluci\u00f3n de IA dentro de Totara, habr\u00e1 un coste asociado. Tendr\u00e1s que consultar las condiciones de tu proveedor de LLM para saber cu\u00e1les son estos costes.   <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ten en cuenta que, como la integraci\u00f3n de soluciones de IA en Totara implica un trabajo personalizado para construir, probar y desplegar en Totara, debes consultar con tu socio para conocer estos costes.<\/span><\/p>\n<\/div>\n                          <\/div>\n          <\/div>\n                  <div class='question'>\n            <span class='plusIcon'>\n              <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                <path d=\"M12 8V16M8 12H16M22 12C22 17.5228 17.5228 22 12 22C6.47715 22 2 17.5228 2 12C2 6.47715 6.47715 2 12 2C17.5228 2 22 6.47715 22 12Z\" stroke=\"#98A2B3\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n              <\/svg>\n            <\/span>\n            <div>\n                              <h3 class='header'>\u00bfQu\u00e9 integraciones de IA hay disponibles?<\/h3>\n                                            <div class='description'><p><span style=\"font-weight: 400;\">Totara\u2019s highly configurable architecture means integrations can be built or customised for almost any service. In addition to the Open AI offering, integrations can be made for other LLM providers such as Llama, Anthropic, and Gemini.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">You can also <\/span><strong><a href=\"https:\/\/www.workato.com\/\">explore AI integration options available through Workato<\/a><\/strong><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Please get in touch with your partner, or <\/span><strong><a href=\"https:\/\/staging.totara.fortyapp.com\/contact-us\/\">contact us<\/a><\/strong><span style=\"font-weight: 400;\"> to find out more.<\/span><\/p>\n<\/div>\n                          <\/div>\n          <\/div>\n                  <div class='question'>\n            <span class='plusIcon'>\n              <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                <path d=\"M12 8V16M8 12H16M22 12C22 17.5228 17.5228 22 12 22C6.47715 22 2 17.5228 2 12C2 6.47715 6.47715 2 12 2C17.5228 2 22 6.47715 22 12Z\" stroke=\"#98A2B3\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n              <\/svg>\n            <\/span>\n            <div>\n                              <h3 class='header'>\u00bfCu\u00e1les son los casos de uso de la IA en un LMS?<\/h3>\n                                            <div class='description'><p><span style=\"font-weight: 400;\">Los casos de uso para integrar la IA en apoyo de tu estrategia de I+D son muy amplios, y pueden adaptarse a las necesidades espec\u00edficas de cada organizaci\u00f3n. Los casos de uso m\u00e1s comunes son: <\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>Proporciona aprendizaje personalizado a gran escala:<\/strong> Selecciona y recomienda autom\u00e1ticamente contenidos adaptados a las preferencias, el nivel de habilidad y los objetivos de aprendizaje de cada alumno.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>tutor\u00eda y coaching:<\/strong> capacita a los alumnos con soluciones de tutor\u00eda basadas en IA que proporcionan feedback instant\u00e1neo y personalizado y coaching individualizado.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>Aumenta la eficacia y reduce la carga de trabajo:<\/strong> Automatiza las tareas administrativas que consumen mucho tiempo, como el etiquetado de contenidos y el enriquecimiento de datos, ahorrando un tiempo valioso.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>Involucra a los alumnos:<\/strong> Proporciona a los alumnos experiencias interactivas, asistidas por IA, que les mantengan motivados e inmersos en su viaje de aprendizaje.<\/span><\/p>\n<\/div>\n                          <\/div>\n          <\/div>\n                  <div class='question'>\n            <span class='plusIcon'>\n              <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                <path d=\"M12 8V16M8 12H16M22 12C22 17.5228 17.5228 22 12 22C6.47715 22 2 17.5228 2 12C2 6.47715 6.47715 2 12 2C17.5228 2 22 6.47715 22 12Z\" stroke=\"#98A2B3\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n              <\/svg>\n            <\/span>\n            <div>\n                              <h3 class='header'>\u00bfEst\u00e1n seguros mis datos cuando utilizo herramientas de IA?<\/h3>\n                                            <div class='description'><p><span style=\"font-weight: 400;\">S\u00ed, absolutamente. Como se describe en la secci\u00f3n &#8220;nuestros principios de IA&#8221; de esta p\u00e1gina, las integraciones de IA dentro de Totara s\u00f3lo acceden a los datos y contenidos prescritos por nuestros clientes, y nunca incluyen Informaci\u00f3n de Identificaci\u00f3n Personal.   <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Totara ha integrado tecnolog\u00edas de IA y Aprendizaje Autom\u00e1tico (ML) en varias \u00e1reas para mejorar la experiencia del usuario y agilizar el descubrimiento de contenidos. Estas funciones est\u00e1n dise\u00f1adas para ser opcionales, dando a los clientes pleno control sobre su uso. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">En <\/span><b>Recomendaciones sobre la etiqueta del curso de AI<\/b><span style=\"font-weight: 400;\">  utiliza el aprendizaje autom\u00e1tico para sugerir etiquetas relevantes para los cursos, facilitando la categorizaci\u00f3n y el descubrimiento de contenidos. Esta funci\u00f3n est\u00e1 impulsada por un proveedor externo, concretamente OpenAI, e implica el procesamiento de datos de forma externa. El sistema de IA analiza los t\u00edtulos y las descripciones de los cursos para generar sugerencias de etiquetas adecuadas. Esta funci\u00f3n es opcional y requiere el uso de la propia cuenta de la API de OpenAI del cliente, lo que le permite decidir si desea activar el procesamiento externo de datos.   <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Para m\u00e1s informaci\u00f3n, visita<\/span><strong><a href=\"https:\/\/totara.help\/19\/docs\/ai-course-tag-recommendations\"> Documentaci\u00f3n sobre recomendaciones de etiquetas de cursos de AI<\/a>.<\/strong> <span style=\"font-weight: 400;\">Motor de <\/span><b>Motor de Recomendaciones<\/b><\/p>\n<p><span style=\"font-weight: 400;\">  aprovecha el aprendizaje autom\u00e1tico para proporcionar sugerencias de contenido personalizadas basadas en la actividad del usuario dentro de la plataforma Totara. A diferencia de la funci\u00f3n AI Course Tag, el Motor de Recomendaciones procesa los datos totalmente dentro del entorno de Totara, garantizando que no haya que compartir datos externos. El motor analiza patrones y preferencias de los usuarios para ofrecer sugerencias de cursos y recursos personalizados que mejoren la experiencia de aprendizaje.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Para m\u00e1s informaci\u00f3n, visita<\/span><strong><a href=\"https:\/\/totara.help\/19\/docs\/how-does-the-recommendations-engine-work?highlight=machine%20learning\"> C\u00f3mo funciona el motor de recomendaciones<\/a>.<\/strong><\/p>\n<p><b>Funciones Opt-In AI<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Tanto las Recomendaciones de etiquetas de cursos de IA como el Motor de recomendaciones son funciones opcionales. Los clientes tienen la flexibilidad de activar o desactivar estas herramientas potenciadas por la IA en funci\u00f3n de sus preferencias y necesidades de privacidad de datos. Esto se ajusta al compromiso de Totara con la transparencia y el control del usuario sobre las interacciones de la IA dentro del producto.  <\/span><\/p>\n<\/div>\n                          <\/div>\n          <\/div>\n                  <div class='question'>\n            <span class='plusIcon'>\n              <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                <path d=\"M12 8V16M8 12H16M22 12C22 17.5228 17.5228 22 12 22C6.47715 22 2 17.5228 2 12C2 6.47715 6.47715 2 12 2C17.5228 2 22 6.47715 22 12Z\" stroke=\"#98A2B3\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n              <\/svg>\n            <\/span>\n            <div>\n                              <h3 class='header'>\u00bfCu\u00e1l es la hoja de ruta de la IA de Totara?<\/h3>\n                                            <div class='description'><p><span style=\"font-weight: 400;\">En la actualidad, el enfoque de Totara es partner first, lo que permite soluciones personalizadas que se adaptan a las necesidades exactas del cliente. Nuestra integraci\u00f3n Open AI se lanz\u00f3 en la versi\u00f3n 18.8 y es nuestro primer paso para permitir la IA generativa dentro de Totara.   <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sin embargo, reconocemos la demanda de funciones nativas disponibles en el LMS de Totara. Los comentarios apuntan a que las caracter\u00edsticas deseadas son los tutores de cursos controlados por IA y la funcionalidad mejorada de descubrimiento de contenidos.   <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Estamos explorando activamente qu\u00e9 funciones nativas podemos ofrecer que apoyen nuestros principios de IA, siendo la seguridad de los datos una preocupaci\u00f3n primordial.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Siempre estamos abiertos a recibir comentarios espec\u00edficos sobre los elementos de la hoja de ruta que te gustar\u00eda ver. Puedes enviar solicitudes de hoja de ruta entrando en tu cuenta de usuario de   <\/span><a href=\"https:\/\/totara.community\/totara\/dashboard\/index.php#gsc.tab=0\"><span style=\"font-weight: 400;\"><strong>tablero comunitario<\/strong><\/span><\/a><span style=\"font-weight: 400;\">. In the menu, access \u2018Collaborate\u2019 and then \u2018Roadmap and Feature requests\u2019   <\/span><\/p>\n<\/div>\n                          <\/div>\n          <\/div>\n                  <div class='question'>\n            <span class='plusIcon'>\n              <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                <path d=\"M12 8V16M8 12H16M22 12C22 17.5228 17.5228 22 12 22C6.47715 22 2 17.5228 2 12C2 6.47715 6.47715 2 12 2C17.5228 2 22 6.47715 22 12Z\" stroke=\"#98A2B3\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n              <\/svg>\n            <\/span>\n            <div>\n                              <h3 class='header'>\u00bfUtiliza Totara IA para recomendaciones de contenidos o aprendizaje adaptativo?<\/h3>\n                                            <div class='description'><span style=\"font-weight: 400;\">S\u00ed. Como se ha detallado anteriormente, nuestro motor de recomendaciones utiliza el aprendizaje autom\u00e1tico. Puedes    <\/span><strong><a href=\"https:\/\/totara.help\/docs\/what-are-recommendations\">m\u00e1s informaci\u00f3n en nuestra gu\u00eda de ayuda<\/a><\/strong><span style=\"font-weight: 400;\">. <\/span> \n<\/div>\n                          <\/div>\n          <\/div>\n                  <div class='question'>\n            <span class='plusIcon'>\n              <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                <path d=\"M12 8V16M8 12H16M22 12C22 17.5228 17.5228 22 12 22C6.47715 22 2 17.5228 2 12C2 6.47715 6.47715 2 12 2C17.5228 2 22 6.47715 22 12Z\" stroke=\"#98A2B3\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n              <\/svg>\n            <\/span>\n            <div>\n                              <h3 class='header'>\u00bfUtiliza la plataforma la IA para hacer recomendaciones basadas en la funci\u00f3n del alumno, su ubicaci\u00f3n, sus preferencias de aprendizaje, su comportamiento o lo que hacen otros miembros del equipo?<\/h3>\n                                            <div class='description'><p><span style=\"font-weight: 400;\">S\u00ed. Estos documentos describen c\u00f3mo se hacen las recomendaciones. Se centra sobre todo en lo que otro equipo  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">que hacen los miembros y c\u00f3mo han interactuado con el contenido. Utilizamos recomendaciones de IA para   <\/span><span style=\"font-weight: 400;\">Garantizar que los contenidos populares con &#8220;me gusta&#8221;, &#8220;compartir&#8221; y comentarios activos se muestren a otros alumnos.<\/span><\/p>\n<\/div>\n                          <\/div>\n          <\/div>\n                  <div class='question'>\n            <span class='plusIcon'>\n              <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                <path d=\"M12 8V16M8 12H16M22 12C22 17.5228 17.5228 22 12 22C6.47715 22 2 17.5228 2 12C2 6.47715 6.47715 2 12 2C17.5228 2 22 6.47715 22 12Z\" stroke=\"#98A2B3\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n              <\/svg>\n            <\/span>\n            <div>\n                              <h3 class='header'>\u00bfPueden los usuarios excluirse de las recomendaciones basadas en IA y del seguimiento de datos?<\/h3>\n                                            <div class='description'><p><span style=\"font-weight: 400;\">Proporcionamos diferentes modelos de IA\/aprendizaje autom\u00e1tico que permiten al propietario del sitio decidir si<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Los metadatos del usuario deben utilizarse al realizar recomendaciones. M\u00e1s informaci\u00f3n sobre los distintos   <\/span><span style=\"font-weight: 400;\">modelos aqu\u00ed: https:\/\/totara.help\/docs\/how-does-the-recommendations-engine-work<\/span><\/p>\n<\/div>\n                          <\/div>\n          <\/div>\n                  <\/div>\n      <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>La innovadora red de socios de Totara ofrece soluciones de IA a medida<\/p>\n","protected":false},"author":33,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"tax\/tags":[],"tax\/topics":[],"class_list":["post-64143","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/staging.totara.fortyapp.com\/es\/wp-json\/wp\/v2\/pages\/64143","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/staging.totara.fortyapp.com\/es\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/staging.totara.fortyapp.com\/es\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/staging.totara.fortyapp.com\/es\/wp-json\/wp\/v2\/users\/33"}],"replies":[{"embeddable":true,"href":"https:\/\/staging.totara.fortyapp.com\/es\/wp-json\/wp\/v2\/comments?post=64143"}],"version-history":[{"count":2,"href":"https:\/\/staging.totara.fortyapp.com\/es\/wp-json\/wp\/v2\/pages\/64143\/revisions"}],"predecessor-version":[{"id":64944,"href":"https:\/\/staging.totara.fortyapp.com\/es\/wp-json\/wp\/v2\/pages\/64143\/revisions\/64944"}],"wp:attachment":[{"href":"https:\/\/staging.totara.fortyapp.com\/es\/wp-json\/wp\/v2\/media?parent=64143"}],"wp:term":[{"taxonomy":"tag","embeddable":true,"href":"https:\/\/staging.totara.fortyapp.com\/es\/wp-json\/wp\/v2\/tax\/tags?post=64143"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/staging.totara.fortyapp.com\/es\/wp-json\/wp\/v2\/tax\/topics?post=64143"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}