{"id":28124,"date":"2025-11-17T17:58:09","date_gmt":"2025-11-17T17:58:09","guid":{"rendered":"https:\/\/thecloud.group\/?p=28124"},"modified":"2025-11-18T09:46:25","modified_gmt":"2025-11-18T09:46:25","slug":"what-is-toon-and-how-it-works-vs-json","status":"publish","type":"post","link":"https:\/\/thecloud.group\/en\/que-es-toon-y-como-funciona-vs-json\/","title":{"rendered":"TOON vs JSON: It&#039;s not a fight... it&#039;s an alliance for the future of AI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"28124\" class=\"elementor elementor-28124\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-376e7ba3 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"376e7ba3\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-282dfd6e\" data-id=\"282dfd6e\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1f031e5a elementor-widget elementor-widget-image\" data-id=\"1f031e5a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/elementor\/thumbs\/logo-pd8scx7e21qrxkwrdlcuh7c8eeq4vmzqsjri81k6ps.png\" title=\"logo\" alt=\"logo\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-6cb5a9a0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6cb5a9a0\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-13ae91dd\" data-id=\"13ae91dd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-18a53d0b\" data-id=\"18a53d0b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5afb5859 elementor-widget elementor-widget-heading\" data-id=\"5afb5859\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">TOON vs JSON: No es una pelea\u2026 es una alianza<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-395a2c18\" data-id=\"395a2c18\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a6d2174 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a6d2174\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-3f865388\" data-id=\"3f865388\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-496c9107\" data-id=\"496c9107\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-632a6465\" data-id=\"632a6465\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-2293a1de\" data-id=\"2293a1de\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2f9856da elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2f9856da\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-12b89ad8\" data-id=\"12b89ad8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-332c1f8 elementor-widget elementor-widget-heading\" data-id=\"332c1f8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">La clave para reducir costos en IA sin sacrificar compatibilidad\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-42f89ce elementor-widget elementor-widget-text-editor\" data-id=\"42f89ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"537\" data-end=\"723\">En el desarrollo de software moderno \u2014y especialmente en proyectos que integran <strong data-start=\"617\" data-end=\"649\">Inteligencia Artificial (IA)<\/strong>\u2014, la forma en la que estructuramos los datos <strong data-start=\"695\" data-end=\"720\">importa m\u00e1s que nunca<\/strong>.<\/p><p data-start=\"725\" data-end=\"990\">Durante a\u00f1os, <strong data-start=\"739\" data-end=\"747\">JSON<\/strong> ha sido el est\u00e1ndar indiscutible para APIs, integraciones y almacenamiento. Pero con la llegada de los modelos de lenguaje (LLMs), ha surgido un nuevo formato que promete transformar la eficiencia: <strong data-start=\"946\" data-end=\"987\">TOON (Token-Oriented Object Notation)<\/strong>.<\/p><p data-start=\"992\" data-end=\"1038\">Y la pregunta no es \u201c\u00bfcu\u00e1l es mejor?\u201d, sino:<\/p><blockquote data-start=\"1039\" data-end=\"1130\"><p data-start=\"1041\" data-end=\"1130\"><strong data-start=\"1041\" data-end=\"1128\">\u00bfC\u00f3mo aprovecharlos juntos para lograr eficiencia y compatibilidad al mismo tiempo?<\/strong><\/p><\/blockquote>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-30fd7bef elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"30fd7bef\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-826ab8a\" data-id=\"826ab8a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dff5a6f elementor-widget elementor-widget-heading\" data-id=\"dff5a6f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u00bfQu\u00e9 es JSON?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ec288ca elementor-widget elementor-widget-text-editor\" data-id=\"4ec288ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1157\" data-end=\"1297\"><strong data-start=\"1157\" data-end=\"1194\">JSON (JavaScript Object Notation)<\/strong> es el formato cl\u00e1sico y universal que usamos para estructurar informaci\u00f3n.<br data-start=\"1269\" data-end=\"1272\" \/>Se caracteriza por ser:<\/p><ul data-start=\"1299\" data-end=\"1494\"><li data-start=\"1299\" data-end=\"1334\"><p data-start=\"1301\" data-end=\"1334\">\u2705 <strong data-start=\"1303\" data-end=\"1332\">F\u00e1cil de leer y escribir.<\/strong><\/p><\/li><li data-start=\"1335\" data-end=\"1377\"><p data-start=\"1337\" data-end=\"1377\">\u2705 <strong data-start=\"1339\" data-end=\"1375\">Ideal para APIs e integraciones.<\/strong><\/p><\/li><li data-start=\"1378\" data-end=\"1440\"><p data-start=\"1380\" data-end=\"1440\">\u2705 <strong data-start=\"1382\" data-end=\"1438\">Compatible con todos los lenguajes y bases de datos.<\/strong><\/p><\/li><li data-start=\"1441\" data-end=\"1494\"><p data-start=\"1443\" data-end=\"1494\">\u2705 <strong data-start=\"1445\" data-end=\"1492\">Amplio soporte en ecosistemas tecnol\u00f3gicos.<\/strong><\/p><\/li><\/ul><p data-start=\"1496\" data-end=\"1752\">Sin embargo, JSON tiene un punto d\u00e9bil:<br data-start=\"1535\" data-end=\"1538\" \/>en entornos de IA, <strong data-start=\"1557\" data-end=\"1595\">genera muchos caracteres repetidos<\/strong> (llaves, comillas, nombres de campos), lo que se traduce en <strong data-start=\"1656\" data-end=\"1670\">m\u00e1s tokens<\/strong>, <strong data-start=\"1672\" data-end=\"1690\">mayores costos<\/strong> y <strong data-start=\"1693\" data-end=\"1722\">menor contexto disponible<\/strong> en los modelos de lenguaje.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-54308f1a\" data-id=\"54308f1a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-37ae2ba9 elementor-widget elementor-widget-image\" data-id=\"37ae2ba9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2025\/11\/Post-Redes-1.pdf-3-150x150.png\" class=\"elementor-animation-hang attachment-thumbnail size-thumbnail wp-image-28100\" alt=\"\" srcset=\"https:\/\/thecloud.group\/wp-content\/uploads\/2025\/11\/Post-Redes-1.pdf-3-150x150.png 150w, https:\/\/thecloud.group\/wp-content\/uploads\/2025\/11\/Post-Redes-1.pdf-3-300x300.png 300w, https:\/\/thecloud.group\/wp-content\/uploads\/2025\/11\/Post-Redes-1.pdf-3-1024x1024.png 1024w, https:\/\/thecloud.group\/wp-content\/uploads\/2025\/11\/Post-Redes-1.pdf-3-768x768.png 768w, https:\/\/thecloud.group\/wp-content\/uploads\/2025\/11\/Post-Redes-1.pdf-3-1536x1536.png 1536w, https:\/\/thecloud.group\/wp-content\/uploads\/2025\/11\/Post-Redes-1.pdf-3-2048x2048.png 2048w, https:\/\/thecloud.group\/wp-content\/uploads\/2025\/11\/Post-Redes-1.pdf-3-12x12.png 12w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-441d2fd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"441d2fd\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-bfe2f8f\" data-id=\"bfe2f8f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b954826 elementor-widget elementor-widget-image\" data-id=\"b954826\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"612\" height=\"344\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2024\/02\/Desentranando-el-Misterio-de-la-Inteligencia-Artificial-en-Accion-Mas-Alla-de-los-Bits-y-Bytes.gif\" class=\"elementor-animation-hang attachment-large size-large wp-image-26128\" alt=\"Inteligencia artificial y aprendizaje autom\u00e1tico aplicado a innovaci\u00f3n empresarial - The Cloud Group\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-70efc71\" data-id=\"70efc71\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bd1df60 elementor-widget elementor-widget-heading\" data-id=\"bd1df60\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u00bfQu\u00e9 es TOON?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e19339 elementor-widget elementor-widget-text-editor\" data-id=\"8e19339\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1705\" data-end=\"1819\"><strong data-start=\"1705\" data-end=\"1746\">TOON (Token-Oriented Object Notation)<\/strong> surge para optimizar la lectura de datos por parte de los modelos de IA.<\/p><p data-start=\"1821\" data-end=\"1840\">Est\u00e1 dise\u00f1ado para:<\/p><ul data-start=\"1842\" data-end=\"1976\"><li data-start=\"1842\" data-end=\"1860\"><p data-start=\"1844\" data-end=\"1860\">Reducir tokens<\/p><\/li><li data-start=\"1861\" data-end=\"1879\"><p data-start=\"1863\" data-end=\"1879\">Eliminar ruido<\/p><\/li><li data-start=\"1880\" data-end=\"1912\"><p data-start=\"1882\" data-end=\"1912\">Ser m\u00e1s compacto y eficiente<\/p><\/li><li data-start=\"1913\" data-end=\"1976\"><p data-start=\"1915\" data-end=\"1976\">Facilitar el procesamiento de datos tabulares o repetitivos<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-9bf5315 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9bf5315\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-eb93f7a\" data-id=\"eb93f7a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-104902f elementor-widget elementor-widget-heading\" data-id=\"104902f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Ejemplo comparativo:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-7bd42c5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7bd42c5\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-50c25f4\" data-id=\"50c25f4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-075c026 elementor-widget elementor-widget-text-editor\" data-id=\"075c026\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2004\" data-end=\"2025\"><strong data-start=\"2004\" data-end=\"2025\">JSON tradicional:<\/strong><\/p><div class=\"contain-inline-size rounded-2xl relative bg-token-sidebar-surface-primary\"><div class=\"sticky top-9\"><div class=\"absolute end-0 bottom-0 flex h-9 items-center pe-2\"><div class=\"bg-token-bg-elevated-secondary text-token-text-secondary flex items-center gap-4 rounded-sm px-2 font-sans text-xs\">\u00a0<\/div><\/div><\/div><div class=\"overflow-y-auto p-4\" dir=\"ltr\">\u00a0<\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b75536 elementor-widget elementor-widget-text-editor\" data-id=\"8b75536\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>{<br \/>\u00abusers\u00bb: [<br \/>{ \u00abid\u00bb: 1, \u00abname\u00bb: \u00abAlice\u00bb, \u00abrole\u00bb: \u00abadmin\u00bb },<br \/>{ \u00abid\u00bb: 2, \u00abname\u00bb: \u00abBob\u00bb, \u00abrole\u00bb: \u00abuser\u00bb }<br \/>]<br \/>}<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-827e335\" data-id=\"827e335\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f6f73d4 elementor-widget elementor-widget-text-editor\" data-id=\"f6f73d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong data-start=\"2004\" data-end=\"2025\">TOON:<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c1004f8 elementor-widget elementor-widget-text-editor\" data-id=\"c1004f8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>users[2]{id,name,role}:<br \/>1,Alice,admin<br \/>2,Bob,user<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-28219fe elementor-widget elementor-widget-text-editor\" data-id=\"28219fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2230\" data-end=\"2301\">Menos comillas.<br data-start=\"2245\" data-end=\"2248\" \/>Menos llaves.<br data-start=\"2261\" data-end=\"2264\" \/>Menos caracteres.<br data-start=\"2281\" data-end=\"2284\" \/><strong data-start=\"2284\" data-end=\"2301\">Menos tokens.<\/strong><\/p><p data-start=\"2303\" data-end=\"2399\">En estructuras repetitivas, TOON reduce entre <strong data-start=\"2349\" data-end=\"2362\">30% y 60%<\/strong> del consumo de tokens frente a JSON.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-aa433bb elementor-widget elementor-widget-heading\" data-id=\"aa433bb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">TOON vs JSON: diferencias clave<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ec0c5a elementor-widget elementor-widget-text-editor\" data-id=\"0ec0c5a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<table><thead><tr><th>Aspecto<\/th><th>JSON<\/th><th>TOON<\/th><\/tr><\/thead><tbody><tr><td><strong>Sintaxis<\/strong><\/td><td>Verbosa, con comillas y llaves<\/td><td>Compacta, tabular<\/td><\/tr><tr><td><strong>Ecosistema<\/strong><\/td><td>Ultra maduro y universal<\/td><td>En crecimiento<\/td><\/tr><tr><td><strong>Optimizaci\u00f3n para IA<\/strong><\/td><td>No optimizado<\/td><td>Dise\u00f1ado para LLMs<\/td><\/tr><tr><td><strong>Tipo de datos ideal<\/strong><\/td><td>Estructuras diversas y complejas<\/td><td>Datos tabulares y repetitivos<\/td><\/tr><tr><td><strong>Lectura por humanos<\/strong><\/td><td>Muy legible<\/td><td>M\u00e1s t\u00e9cnico\/compacto<\/td><\/tr><tr><td><strong>Uso recomendado<\/strong><\/td><td>APIs, bases de datos, almacenamiento<\/td><td>Prompts de IA, datos masivos<\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed43750 elementor-widget elementor-widget-text-editor\" data-id=\"ed43750\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2950\" data-end=\"2998\">Ninguno es \u201cmejor\u201d, <strong data-start=\"2970\" data-end=\"2997\">cumplen roles distintos<\/strong>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-8e0b222 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8e0b222\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-a015e8f\" data-id=\"a015e8f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6859acd elementor-widget elementor-widget-heading\" data-id=\"6859acd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u00bfDebo abandonar JSON?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8cbe794 elementor-widget elementor-widget-text-editor\" data-id=\"8cbe794\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"3034\" data-end=\"3064\"><strong data-start=\"3034\" data-end=\"3064\">No. Y no deber\u00edas hacerlo.<\/strong><\/p><p data-start=\"3066\" data-end=\"3158\">JSON sigue siendo el formato m\u00e1s estable, compatible y universal del ecosistema tecnol\u00f3gico.<\/p><p data-start=\"3160\" data-end=\"3205\">TOON no compite con JSON, <strong data-start=\"3186\" data-end=\"3204\">lo complementa<\/strong>.<\/p><p data-start=\"3207\" data-end=\"3276\">La estrategia \u00f3ptima es combinar ambos formatos de forma inteligente.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-a5c2eb1\" data-id=\"a5c2eb1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6069f42 elementor-widget elementor-widget-image\" data-id=\"6069f42\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"534\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2024\/02\/Desentranando-el-Misterio-de-la-Inteligencia-Artificial-en-Accion-Mas-Alla-de-los-Bits-y-Bytes1-1024x683.gif\" class=\"elementor-animation-hang attachment-large size-large wp-image-26129\" alt=\"\" srcset=\"https:\/\/thecloud.group\/wp-content\/uploads\/2024\/02\/Desentranando-el-Misterio-de-la-Inteligencia-Artificial-en-Accion-Mas-Alla-de-los-Bits-y-Bytes1-1024x683.gif 1024w, https:\/\/thecloud.group\/wp-content\/uploads\/2024\/02\/Desentranando-el-Misterio-de-la-Inteligencia-Artificial-en-Accion-Mas-Alla-de-los-Bits-y-Bytes1-300x200.gif 300w, https:\/\/thecloud.group\/wp-content\/uploads\/2024\/02\/Desentranando-el-Misterio-de-la-Inteligencia-Artificial-en-Accion-Mas-Alla-de-los-Bits-y-Bytes1-768x512.gif 768w, https:\/\/thecloud.group\/wp-content\/uploads\/2024\/02\/Desentranando-el-Misterio-de-la-Inteligencia-Artificial-en-Accion-Mas-Alla-de-los-Bits-y-Bytes1-1536x1024.gif 1536w, https:\/\/thecloud.group\/wp-content\/uploads\/2024\/02\/Desentranando-el-Misterio-de-la-Inteligencia-Artificial-en-Accion-Mas-Alla-de-los-Bits-y-Bytes1-2048x1365.gif 2048w, https:\/\/thecloud.group\/wp-content\/uploads\/2024\/02\/Desentranando-el-Misterio-de-la-Inteligencia-Artificial-en-Accion-Mas-Alla-de-los-Bits-y-Bytes1-18x12.gif 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-a750a8a elementor-widget elementor-widget-heading\" data-id=\"a750a8a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Mejor pr\u00e1ctica recomendada: JSON + TOON (modelo h\u00edbrido)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-d118e93 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d118e93\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-fe56953\" data-id=\"fe56953\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f9b5e90 elementor-widget elementor-widget-text-editor\" data-id=\"f9b5e90\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"3346\" data-end=\"3400\">La arquitectura recomendada para m\u00e1xima eficiencia es:<\/p><h3 data-start=\"3402\" data-end=\"3428\"><strong data-start=\"3406\" data-end=\"3428\">JSON \u2192 TOON \u2192 JSON<\/strong><\/h3><p data-start=\"3430\" data-end=\"3506\">1\ufe0f\u20e3 Los sistemas internos operan con JSON<br data-start=\"3471\" data-end=\"3474\" \/>(Seguros, compatibles, est\u00e1ndar)<\/p><p data-start=\"3508\" data-end=\"3618\">2\ufe0f\u20e3 Antes de enviar datos al modelo de IA, conviertes JSON \u2192 TOON<br data-start=\"3573\" data-end=\"3576\" \/>(Para reducir tokens y mejorar resultados)<\/p><p data-start=\"3620\" data-end=\"3729\">3\ufe0f\u20e3 Al recibir la respuesta del modelo, conviertes TOON \u2192 JSON<br data-start=\"3682\" data-end=\"3685\" \/>(Para integrarlo en tus sistemas existentes)<\/p><p data-start=\"3956\" data-end=\"4044\">\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-b8c8f7a\" data-id=\"b8c8f7a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c947b9f elementor-widget elementor-widget-text-editor\" data-id=\"c947b9f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3 data-start=\"3731\" data-end=\"3766\">Beneficios del enfoque h\u00edbrido:<\/h3><ul data-start=\"3767\" data-end=\"3954\"><li data-start=\"3767\" data-end=\"3794\"><p data-start=\"3769\" data-end=\"3794\">\u2714\ufe0f Compatibilidad total<\/p><\/li><li data-start=\"3795\" data-end=\"3824\"><p data-start=\"3797\" data-end=\"3824\">\u2714\ufe0f 30% \u2013 60% menos tokens<\/p><\/li><li data-start=\"3825\" data-end=\"3860\"><p data-start=\"3827\" data-end=\"3860\">\u2714\ufe0f Costos mucho m\u00e1s bajos en IA<\/p><\/li><li data-start=\"3861\" data-end=\"3901\"><p data-start=\"3863\" data-end=\"3901\">\u2714\ufe0f Estructuras m\u00e1s limpias para LLMs<\/p><\/li><li data-start=\"3902\" data-end=\"3954\"><p data-start=\"3904\" data-end=\"3954\">\u2714\ufe0f No necesitas cambiar tu arquitectura completa<\/p><\/li><\/ul><p data-start=\"3956\" data-end=\"4044\">Este enfoque es <strong data-start=\"3972\" data-end=\"3987\">ya est\u00e1ndar<\/strong> en empresas que trabajan con grandes vol\u00famenes de datos.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f427d4 elementor-widget elementor-widget-heading\" data-id=\"1f427d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u00bfCu\u00e1ndo usar TOON?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-931a073 elementor-widget elementor-widget-text-editor\" data-id=\"931a073\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"4076\" data-end=\"4108\">Util\u00edzalo cuando tus datos sean:<\/p><p data-start=\"4110\" data-end=\"4273\">\u2714\ufe0f Repetitivos (mismo esquema)<br data-start=\"4140\" data-end=\"4143\" \/>\u2714\ufe0f Tabulares<br data-start=\"4155\" data-end=\"4158\" \/>\u2714\ufe0f Voluminosos<br data-start=\"4172\" data-end=\"4175\" \/>\u2714\ufe0f Destinados a un LLM (GPT, Claude, Gemini, etc.)<br data-start=\"4225\" data-end=\"4228\" \/>\u2714\ufe0f Parte de un prompt extenso o concatenado<\/p><h3 data-start=\"4275\" data-end=\"4294\">Ev\u00edtalo cuando:<\/h3><p data-start=\"4295\" data-end=\"4439\">\u26d4 Son estructuras muy variadas<br data-start=\"4325\" data-end=\"4328\" \/>\u26d4 Es una API p\u00fablica (JSON es obligatorio)<br data-start=\"4370\" data-end=\"4373\" \/>\u26d4 El volumen de datos es tan peque\u00f1o que no compensa convertirlo<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-bb4440c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bb4440c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-226c0b6\" data-id=\"226c0b6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e9058ae elementor-widget elementor-widget-heading\" data-id=\"e9058ae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">el futuro no es elegir, es integrar<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5331b13 elementor-widget elementor-widget-text-editor\" data-id=\"5331b13\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"4499\" data-end=\"4665\">TOON no viene a destronar a JSON.<br data-start=\"4532\" data-end=\"4535\" \/>Viene a <strong data-start=\"4543\" data-end=\"4559\">fortalecerlo<\/strong> all\u00ed donde JSON no fue dise\u00f1ado para operar:<br data-start=\"4604\" data-end=\"4607\" \/>los entornos de <strong data-start=\"4623\" data-end=\"4639\">IA intensiva<\/strong>, donde cada token cuenta.<\/p><h3 data-start=\"4667\" data-end=\"4694\">Usarlos juntos permite:<\/h3><ul data-start=\"4695\" data-end=\"4921\"><li data-start=\"4695\" data-end=\"4722\"><p data-start=\"4697\" data-end=\"4722\">\ud83d\udd39 Reducir costos de IA<\/p><\/li><li data-start=\"4723\" data-end=\"4763\"><p data-start=\"4725\" data-end=\"4763\">\ud83d\udd39 Mejorar calidad de las respuestas<\/p><\/li><li data-start=\"4764\" data-end=\"4799\"><p data-start=\"4766\" data-end=\"4799\">\ud83d\udd39 Aprovechar mejor el contexto<\/p><\/li><li data-start=\"4800\" data-end=\"4856\"><p data-start=\"4802\" data-end=\"4856\">\ud83d\udd39 Mantener compatibilidad con tus sistemas actuales<\/p><\/li><li data-start=\"4857\" data-end=\"4921\"><p data-start=\"4859\" data-end=\"4921\">\ud83d\udd39 Optimizar el performance de la arquitectura sin rehacerla<\/p><\/li><\/ul><p data-start=\"4923\" data-end=\"4965\">En The Cloud Group creemos firmemente que:<\/p><blockquote data-start=\"4967\" data-end=\"5068\"><p data-start=\"4969\" data-end=\"5068\"><strong data-start=\"4969\" data-end=\"5068\">El futuro no es JSON o TOON.<br data-start=\"4999\" data-end=\"5002\" \/>El futuro es JSON + TOON funcionando como una sola estrategia.<\/strong><\/p><\/blockquote>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-74f27f9\" data-id=\"74f27f9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-704ccaa elementor-widget elementor-widget-video\" data-id=\"704ccaa\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=zY-QAgf0QJA&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-3b7cfdf elementor-widget elementor-widget-text-editor\" data-id=\"3b7cfdf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5 style=\"text-align: center;\" data-start=\"5075\" data-end=\"5161\"><strong>\u00bfQuieres reducir costos de IA y mejorar rendimiento sin cambiar tu arquitectura?<\/strong><\/h5><p data-start=\"5163\" data-end=\"5242\">En <strong data-start=\"5166\" data-end=\"5185\">The Cloud Group<\/strong> integramos soluciones h\u00edbridas JSON-TOON dise\u00f1adas para:<\/p><ul data-start=\"5244\" data-end=\"5420\"><li data-start=\"5244\" data-end=\"5270\"><p data-start=\"5246\" data-end=\"5270\">Optimizaci\u00f3n de tokens<\/p><\/li><li data-start=\"5271\" data-end=\"5300\"><p data-start=\"5273\" data-end=\"5300\">Mejores resultados con IA<\/p><\/li><li data-start=\"5301\" data-end=\"5336\"><p data-start=\"5303\" data-end=\"5336\">Eficiencia en prompts avanzados<\/p><\/li><li data-start=\"5337\" data-end=\"5377\"><p data-start=\"5339\" data-end=\"5377\">Integraciones listas para producci\u00f3n<\/p><\/li><li data-start=\"5378\" data-end=\"5420\"><p data-start=\"5380\" data-end=\"5420\">Reducci\u00f3n real de costos de uso de LLM<\/p><\/li><\/ul><p data-start=\"5422\" data-end=\"5522\">\ud83d\udce9 <a href=\"https:\/\/thecloud.group\/#auditoriaGratis\"><strong data-start=\"5425\" data-end=\"5458\">Solicita tu asesor\u00eda gratuita<\/strong><\/a> y descubre c\u00f3mo optimizar tus sistemas para el futuro de la IA.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>In the vast digital landscape of the 21st century, security is the cornerstone of any business. Cybersecurity vulnerabilities make no distinction between corporate giants and promising startups.<\/p>","protected":false},"author":1,"featured_media":28100,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[842],"class_list":["post-28124","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sin-categoria","tag-software-a-medida-con-ia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v28.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>TOON vs JSON: No es una pelea\u2026 es una alianza para el futuro de la IA The Cloud Group<\/title>\n<meta name=\"description\" content=\"Descubre art\u00edculos sobre desarrollo de software a medida, automatizaci\u00f3n empresarial, inteligencia artificial, ERP, CRM, aplicaciones web y transformaci\u00f3n digital para 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