{"id":4819,"date":"2023-08-30T10:42:51","date_gmt":"2023-08-30T10:42:51","guid":{"rendered":"https:\/\/dailyai.com\/?p=4819"},"modified":"2023-08-30T10:42:51","modified_gmt":"2023-08-30T10:42:51","slug":"ai-llm-learns-chemical-language-to-develop-new-polymers","status":"publish","type":"post","link":"https:\/\/dailyai.com\/es\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/","title":{"rendered":"AI LLM aprende el lenguaje qu\u00edmico para desarrollar nuevos pol\u00edmeros."},"content":{"rendered":"<p><strong>Investigadores del Georgia Tech han desarrollado un modelo de aprendizaje autom\u00e1tico que facilita enormemente a los cient\u00edficos de materiales el desarrollo de nuevos pol\u00edmeros.<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">Los pol\u00edmeros son mol\u00e9culas de gran tama\u00f1o formadas por largas cadenas de bloques qu\u00edmicos. Todos los d\u00edas utilizamos pol\u00edmeros sint\u00e9ticos como el nailon, el poli\u00e9ster o los envases de pl\u00e1stico.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Los cient\u00edficos de materiales intentan encontrar nuevas combinaciones de pol\u00edmeros para fabricar materiales con propiedades espec\u00edficas. Si queremos un material ligero, el\u00e1stico, impermeable y resistente al calor, podemos fabricar un pol\u00edmero con todas esas propiedades.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">El problema es que averiguar qu\u00e9 combinaci\u00f3n de sustancias qu\u00edmicas crear\u00eda un pol\u00edmero con esas propiedades es una tarea ingente. Hay infinitas combinaciones y es extremadamente dif\u00edcil predecir qu\u00e9 propiedades tendr\u00e1 un nuevo pol\u00edmero.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En <\/span><a href=\"https:\/\/research.gatech.edu\/revolutionary-ai-algorithm-learns-chemical-language-and-accelerates-polymer-research\"><span style=\"font-weight: 400;\">Investigadores del Georgia Tech<\/span><\/a><span style=\"font-weight: 400;\"> entrenaron su LLM, llamado polyBERT, con un conjunto de datos de 80 millones de estructuras qu\u00edmicas de pol\u00edmeros. El resultado es un modelo que entiende el lenguaje de las sustancias qu\u00edmicas.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Del mismo modo que los LLM se forman en un idioma como el ingl\u00e9s, polyBERT entiende ahora la gram\u00e1tica y la sintaxis de c\u00f3mo se combinan las sustancias qu\u00edmicas y los \u00e1tomos para crear pol\u00edmeros.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">La Fundaci\u00f3n Nacional de la Ciencia (NSF) financi\u00f3 la investigaci\u00f3n en la que se basa polyBERT. Su directora de programa, Debora Rodrigues, dijo que los investigadores estaban \"desarrollando una nueva herramienta de inteligencia artificial para superar el reto de determinar qu\u00e9 combinaciones de sustancias qu\u00edmicas dar\u00e1n lugar a los pol\u00edmeros m\u00e1s eficaces.\"<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Con polyBERT, los cient\u00edficos de materiales pueden trabajar con combinaciones de sustancias qu\u00edmicas m\u00e1s de 100 veces m\u00e1s r\u00e1pido que antes. El resultado de utilizar el modelo es un conjunto de datos que incluye 100 millones de pol\u00edmeros hipot\u00e9ticos y sus predicciones para 29 propiedades.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Si eres un cient\u00edfico de materiales que busca un nuevo material con propiedades muy espec\u00edficas, no necesitas experimentar y esperar lo mejor, basta con que consultes el conjunto de datos que ha generado la IA.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Aunque los investigadores entrenaron a polyBERT en el campo de los pol\u00edmeros, afirmaron que, en teor\u00eda, tambi\u00e9n podr\u00eda utilizarse para otras investigaciones qu\u00edmicas.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">La posibilidad de crear materiales m\u00e1s sostenibles o eficientes desde el punto de vista energ\u00e9tico supone un beneficio inmediato en el mundo real de la aplicaci\u00f3n de este tipo de inteligencia artificial.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Investigadores del Georgia Tech han desarrollado un modelo de aprendizaje autom\u00e1tico que facilita a los cient\u00edficos de materiales el desarrollo de nuevos pol\u00edmeros. Los pol\u00edmeros son mol\u00e9culas de gran tama\u00f1o formadas por largas cadenas de bloques qu\u00edmicos. Todos los d\u00edas utilizamos pol\u00edmeros sint\u00e9ticos como el nailon, el poli\u00e9ster o los envases de pl\u00e1stico. Los cient\u00edficos de materiales intentan crear nuevas combinaciones de pol\u00edmeros para fabricar materiales con propiedades espec\u00edficas. Si queremos un material ligero, el\u00e1stico, impermeable y resistente al calor, podemos crear un pol\u00edmero con todas esas propiedades. El problema es que hay que averiguar qu\u00e9 combinaci\u00f3n de sustancias qu\u00edmicas puede crear un pol\u00edmero con todas esas propiedades.<\/p>","protected":false},"author":6,"featured_media":4821,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[150,107,207,105],"class_list":["post-4819","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-ai-benefits","tag-generative-ai","tag-llm","tag-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI LLM learns chemical language to develop new polymers. | DailyAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/es\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI LLM learns chemical language to develop new polymers. | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Researchers at Georgia Tech have developed a machine-learning model that makes it a lot easier for materials scientists to develop new polymers. Polymers are large molecules made from long strings of chemical building blocks. We use synthetic polymers like Nylon, Polyester, or plastic packaging every day. Materials scientists try to come up with new arrangements of polymers to make materials that have specific properties. If you wanted a material that was lightweight, stretchy, waterproof, and heat resistant you could make a polymer that had all those properties. The problem is that figuring out which combination of chemicals would create a\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/es\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-30T10:42:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Materials-scientist-polymers.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"667\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Eugene van der Watt\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:site\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Eugene van der Watt\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/\"},\"author\":{\"name\":\"Eugene van der Watt\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/person\\\/7ce525c6d0c79838b7cc7cde96993cfa\"},\"headline\":\"AI LLM learns chemical language to develop new polymers.\",\"datePublished\":\"2023-08-30T10:42:51+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/\"},\"wordCount\":346,\"publisher\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/Materials-scientist-polymers.jpg\",\"keywords\":[\"AI benefits\",\"Generative AI\",\"LLM\",\"machine learning\"],\"articleSection\":[\"Industry\"],\"inLanguage\":\"es\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/\",\"url\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/\",\"name\":\"AI LLM learns chemical language to develop new polymers. | DailyAI\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/Materials-scientist-polymers.jpg\",\"datePublished\":\"2023-08-30T10:42:51+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/#primaryimage\",\"url\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/Materials-scientist-polymers.jpg\",\"contentUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/Materials-scientist-polymers.jpg\",\"width\":1000,\"height\":667,\"caption\":\"Materials scientist - polymers\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/08\\\/ai-llm-learns-chemical-language-to-develop-new-polymers\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/dailyai.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI LLM learns chemical language to develop new polymers.\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#website\",\"url\":\"https:\\\/\\\/dailyai.com\\\/\",\"name\":\"DailyAI\",\"description\":\"Your Daily Dose of AI News\",\"publisher\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/dailyai.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#organization\",\"name\":\"DailyAI\",\"url\":\"https:\\\/\\\/dailyai.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/06\\\/Daily-Ai_TL_colour.png\",\"contentUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/06\\\/Daily-Ai_TL_colour.png\",\"width\":4501,\"height\":934,\"caption\":\"DailyAI\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/x.com\\\/DailyAIOfficial\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/dailyaiofficial\\\/\",\"https:\\\/\\\/www.youtube.com\\\/@DailyAIOfficial\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/person\\\/7ce525c6d0c79838b7cc7cde96993cfa\",\"name\":\"Eugene van der Watt\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/Eugine_Profile_Picture-96x96.png\",\"url\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/Eugine_Profile_Picture-96x96.png\",\"contentUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/Eugine_Profile_Picture-96x96.png\",\"caption\":\"Eugene van der Watt\"},\"description\":\"Eugene comes from an electronic engineering background and loves all things tech. When he takes a break from consuming AI news you'll find him at the snooker table.\",\"sameAs\":[\"www.linkedin.com\\\/in\\\/eugene-van-der-watt-16828119\"],\"url\":\"https:\\\/\\\/dailyai.com\\\/es\\\/author\\\/eugene\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI LLM aprende el lenguaje qu\u00edmico para desarrollar nuevos pol\u00edmeros. | DailyAI","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/dailyai.com\/es\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/","og_locale":"es_ES","og_type":"article","og_title":"AI LLM learns chemical language to develop new polymers. | DailyAI","og_description":"Researchers at Georgia Tech have developed a machine-learning model that makes it a lot easier for materials scientists to develop new polymers. Polymers are large molecules made from long strings of chemical building blocks. We use synthetic polymers like Nylon, Polyester, or plastic packaging every day. Materials scientists try to come up with new arrangements of polymers to make materials that have specific properties. If you wanted a material that was lightweight, stretchy, waterproof, and heat resistant you could make a polymer that had all those properties. The problem is that figuring out which combination of chemicals would create a","og_url":"https:\/\/dailyai.com\/es\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/","og_site_name":"DailyAI","article_published_time":"2023-08-30T10:42:51+00:00","og_image":[{"width":1000,"height":667,"url":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Materials-scientist-polymers.jpg","type":"image\/jpeg"}],"author":"Eugene van der Watt","twitter_card":"summary_large_image","twitter_creator":"@DailyAIOfficial","twitter_site":"@DailyAIOfficial","twitter_misc":{"Escrito por":"Eugene van der Watt","Tiempo de lectura":"2 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"NewsArticle","@id":"https:\/\/dailyai.com\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/#article","isPartOf":{"@id":"https:\/\/dailyai.com\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/"},"author":{"name":"Eugene van der Watt","@id":"https:\/\/dailyai.com\/#\/schema\/person\/7ce525c6d0c79838b7cc7cde96993cfa"},"headline":"AI LLM learns chemical language to develop new polymers.","datePublished":"2023-08-30T10:42:51+00:00","mainEntityOfPage":{"@id":"https:\/\/dailyai.com\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/"},"wordCount":346,"publisher":{"@id":"https:\/\/dailyai.com\/#organization"},"image":{"@id":"https:\/\/dailyai.com\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/#primaryimage"},"thumbnailUrl":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Materials-scientist-polymers.jpg","keywords":["AI benefits","Generative AI","LLM","machine learning"],"articleSection":["Industry"],"inLanguage":"es"},{"@type":"WebPage","@id":"https:\/\/dailyai.com\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/","url":"https:\/\/dailyai.com\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/","name":"AI LLM aprende el lenguaje qu\u00edmico para desarrollar nuevos pol\u00edmeros. | DailyAI","isPartOf":{"@id":"https:\/\/dailyai.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/dailyai.com\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/#primaryimage"},"image":{"@id":"https:\/\/dailyai.com\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/#primaryimage"},"thumbnailUrl":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Materials-scientist-polymers.jpg","datePublished":"2023-08-30T10:42:51+00:00","breadcrumb":{"@id":"https:\/\/dailyai.com\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/dailyai.com\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/"]}]},{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/dailyai.com\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/#primaryimage","url":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Materials-scientist-polymers.jpg","contentUrl":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/08\/Materials-scientist-polymers.jpg","width":1000,"height":667,"caption":"Materials scientist - polymers"},{"@type":"BreadcrumbList","@id":"https:\/\/dailyai.com\/2023\/08\/ai-llm-learns-chemical-language-to-develop-new-polymers\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/dailyai.com\/"},{"@type":"ListItem","position":2,"name":"AI LLM learns chemical language to develop new polymers."}]},{"@type":"WebSite","@id":"https:\/\/dailyai.com\/#website","url":"https:\/\/dailyai.com\/","name":"DailyAI","description":"Su dosis diaria de noticias sobre IA","publisher":{"@id":"https:\/\/dailyai.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/dailyai.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"},{"@type":"Organization","@id":"https:\/\/dailyai.com\/#organization","name":"DailyAI","url":"https:\/\/dailyai.com\/","logo":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/dailyai.com\/#\/schema\/logo\/image\/","url":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/06\/Daily-Ai_TL_colour.png","contentUrl":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/06\/Daily-Ai_TL_colour.png","width":4501,"height":934,"caption":"DailyAI"},"image":{"@id":"https:\/\/dailyai.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/DailyAIOfficial","https:\/\/www.linkedin.com\/company\/dailyaiofficial\/","https:\/\/www.youtube.com\/@DailyAIOfficial"]},{"@type":"Person","@id":"https:\/\/dailyai.com\/#\/schema\/person\/7ce525c6d0c79838b7cc7cde96993cfa","name":"Eugene van der Watt","image":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/Eugine_Profile_Picture-96x96.png","url":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/Eugine_Profile_Picture-96x96.png","contentUrl":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/Eugine_Profile_Picture-96x96.png","caption":"Eugene van der Watt"},"description":"Eugene es ingeniero electr\u00f3nico y le encanta todo lo relacionado con la tecnolog\u00eda. Cuando descansa de consumir noticias sobre IA, lo encontrar\u00e1 jugando al billar.","sameAs":["www.linkedin.com\/in\/eugene-van-der-watt-16828119"],"url":"https:\/\/dailyai.com\/es\/author\/eugene\/"}]}},"_links":{"self":[{"href":"https:\/\/dailyai.com\/es\/wp-json\/wp\/v2\/posts\/4819","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dailyai.com\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dailyai.com\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dailyai.com\/es\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/dailyai.com\/es\/wp-json\/wp\/v2\/comments?post=4819"}],"version-history":[{"count":2,"href":"https:\/\/dailyai.com\/es\/wp-json\/wp\/v2\/posts\/4819\/revisions"}],"predecessor-version":[{"id":4822,"href":"https:\/\/dailyai.com\/es\/wp-json\/wp\/v2\/posts\/4819\/revisions\/4822"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dailyai.com\/es\/wp-json\/wp\/v2\/media\/4821"}],"wp:attachment":[{"href":"https:\/\/dailyai.com\/es\/wp-json\/wp\/v2\/media?parent=4819"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dailyai.com\/es\/wp-json\/wp\/v2\/categories?post=4819"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dailyai.com\/es\/wp-json\/wp\/v2\/tags?post=4819"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}