{"id":6495,"date":"2025-07-11T02:02:40","date_gmt":"2025-07-11T02:02:40","guid":{"rendered":"https:\/\/www.myshirtai.com\/archives\/6495"},"modified":"2025-07-11T02:02:40","modified_gmt":"2025-07-11T02:02:40","slug":"grok-4%ef%bc%9a%e9%a9%ac%e6%96%af%e5%85%8b20%e4%b8%87gpu%e6%89%93%e9%80%a0%e7%9a%84%e6%9c%80%e8%81%aa%e6%98%8eai%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/www.myshirtai.com\/es\/archives\/6495","title":{"rendered":"Grok 4: el modelo de IA \"m\u00e1s inteligente\" de Musk, construido con 200.000 GPUs"},"content":{"rendered":"

El 10 de julio, hora de Pek\u00edn, tras una hora esperando la atenci\u00f3n del mundo, Musk desvel\u00f3 por fin el misterio de la nueva obra maestra de xAI: Grok 4, a la que Musk llam\u00f3 \"la IA m\u00e1s inteligente del mundo\". Este modelo, al que Musk llam\u00f3 \"la IA m\u00e1s inteligente del mundo\", bati\u00f3 nuevos r\u00e9cords en las principales pruebas de referencia nada m\u00e1s salir al mercado, y se convirti\u00f3 en el primer modelo de IA en superar la tasa de precisi\u00f3n 50% en el \"Human Last Exam\" (HLE).<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Escala aritm\u00e9tica: entradas de formaci\u00f3n sin precedentes<\/h2>\n\n\n\n

La escala de la formaci\u00f3n de Grok 4 refleja la enorme inversi\u00f3n de xAI en infraestructura de IA, con un nivel de asignaci\u00f3n de potencia inform\u00e1tica sin precedentes:<\/p>\n\n\n\n

Configuraci\u00f3n de la infraestructura<\/h3>\n\n\n\n
Configuraci\u00f3n del hardware<\/th>Especificaci\u00f3n<\/th>Asignaci\u00f3n de uso<\/th><\/tr><\/thead>
Grupos de preentrenamiento<\/td>100.000 GPU H100<\/td>Formaci\u00f3n b\u00e1sica de modelos<\/td><\/tr>
Grupo de aprendizaje reforzado<\/td>200.000 hojas de mezcla H100\/A100<\/td>Ajuste fino de la RL y optimizaci\u00f3n de la inferencia<\/td><\/tr>
potencia computacional total (TCP)<\/td>Centro de Supercomputaci\u00f3n Colossus<\/td>Proceso completo de formaci\u00f3n en IA<\/td><\/tr>
ratio de duraci\u00f3n del entrenamiento<\/td>100 veces mejor que Grok 2<\/td>Iteraci\u00f3n de aprendizaje profundo<\/td><\/tr>
Ratio de c\u00e1lculo RL<\/td>10 veces mejor que Grok 3<\/td>Especializado para un aprendizaje intensivo<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

Musk revel\u00f3 que xAI invierte casi tanta aritm\u00e9tica en el aprendizaje por refuerzo como en el preentrenamiento, un enfoque de entrenamiento impulsado por \"dos motores\" que es extremadamente raro en la industria. El equipo entren\u00f3 al modelo para pensar, razonar y autocorregirse desde los primeros principios, que es la fuente central de la capacidad de razonamiento de la serie Grok.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Evoluci\u00f3n de la arquitectura de formaci\u00f3n<\/h3>\n\n\n\n

El paradigma de formaci\u00f3n de la familia Grok ha experimentado una importante evoluci\u00f3n:<\/p>\n\n\n\n

versi\u00f3n del modelo<\/th>Principales paradigmas tecnol\u00f3gicos<\/th>Asignaci\u00f3n de recursos inform\u00e1ticos<\/th>Avances fundamentales<\/th><\/tr><\/thead>
Grok 2<\/td>Pr\u00f3xima predicci\u00f3n de fichas<\/td>La formaci\u00f3n previa b\u00e1sica es el objetivo principal<\/td>Ampliaci\u00f3n<\/td><\/tr>
Grok 3<\/td>Preentrenamiento + RL preliminar<\/td>10 veces m\u00e1s aritm\u00e9tica que antes del entrenamiento<\/td>Introducci\u00f3n de la capacidad de razonamiento<\/td><\/tr>
Grok 4<\/td>Fusi\u00f3n de herramientas nativas + RL a gran escala<\/td>La aritm\u00e9tica RL se multiplica por 10<\/td>Uso de herramientas y multiinteligencia<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n

Arquitectura tecnol\u00f3gica central: dise\u00f1o innovador para una integraci\u00f3n nativa<\/h2>\n\n\n\n

Mecanismo de formaci\u00f3n para la integraci\u00f3n de herramientas<\/h3>\n\n\n\n

La mayor innovaci\u00f3n tecnol\u00f3gica de Grok 4 es la integraci\u00f3n de las capacidades de uso de herramientas directamente en el proceso de formaci\u00f3n, en lugar del enfoque tradicional posterior a la integraci\u00f3n:<\/p>\n\n\n\n

Caracter\u00edsticas t\u00e9cnicas<\/th>Programas tradicionales<\/th>Programa Grok 4<\/th>mejora del rendimiento<\/th><\/tr><\/thead>
M\u00e9todo de invocaci\u00f3n de herramientas<\/td>Integraci\u00f3n Post API<\/td>Integraci\u00f3n nativa de la formaci\u00f3n<\/td>Aumentar la eficacia entre 3 y 5 veces<\/td><\/tr>
curva de aprendizaje<\/td>Per\u00edodo de fuerte adaptaci\u00f3n<\/td>crecimiento suave<\/td>Mayor coherencia<\/td><\/tr>
escalabilidad<\/td>limitado por la interfaz<\/td>integraci\u00f3n perfecta<\/td>Soporte para cadenas de herramientas complejas<\/td><\/tr>
coherencia del razonamiento<\/td>f\u00e1cilmente criticable<\/td>Optimizaci\u00f3n de extremo a extremo<\/td>Reducci\u00f3n de la tasa de errores 40%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

Este dise\u00f1o permite a Grok 4 aprender cu\u00e1ndo, c\u00f3mo y por qu\u00e9 utilizar herramientas espec\u00edficas durante la formaci\u00f3n, en lugar de limitarse a llamar a API externas.<\/p>\n\n\n\n

Sistema de colaboraci\u00f3n multiinteligencia<\/h3>\n\n\n\n

Grok 4 Heavy emplea un modo de funcionamiento paralelo multiinteligencia con las siguientes especificaciones t\u00e9cnicas:<\/p>\n\n\n\n

Par\u00e1metros de colaboraci\u00f3n<\/th>especificaciones t\u00e9cnicas<\/th>Mecanismos de trabajo<\/th><\/tr><\/thead>
N\u00famero de inteligencias paralelas<\/td>Hasta 32<\/td>Tratamiento simult\u00e1neo de la misma cuesti\u00f3n<\/td><\/tr>
Estrategias de ramificaci\u00f3n del razonamiento<\/td>\u00e1rbol de b\u00fasqueda profunda<\/td>Cada rama se explora de forma independiente<\/td><\/tr>
Mecanismos de validaci\u00f3n colaborativa<\/td>Algoritmos de validaci\u00f3n cruzada<\/td>Comprobaci\u00f3n interinteligencia<\/td><\/tr>
selecci\u00f3n de la soluci\u00f3n \u00f3ptima<\/td>Fusi\u00f3n de aprendizaje integrado<\/td>Generaci\u00f3n global de respuestas \u00f3ptimas<\/td><\/tr>
C\u00e1lculo de extensiones durante las pruebas<\/td>Ajustable de 1\u00d7 a 32\u00d7<\/td>Se ajusta din\u00e1micamente a la complejidad de la tarea<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

Este \"equipo de estudiantes de doctorado que trabajan en grupo\" ha aumentado la precisi\u00f3n de 40% a m\u00e1s de 50% para las inteligencias individuales.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Par\u00e1metros de rendimiento del modelo<\/h3>\n\n\n\n
Indicadores b\u00e1sicos<\/th>Especificaciones de Grok 4<\/th>Comparaci\u00f3n sectorial<\/th><\/tr><\/thead>
Longitud del contexto<\/td>256K fichas<\/td>Normas de aplicaci\u00f3n empresarial<\/td><\/tr>
N\u00famero de versi\u00f3n de la API<\/td>grok-4-0709<\/td>\u00daltima versi\u00f3n estable<\/td><\/tr>
velocidad de razonamiento<\/td>75 fichas\/segundo<\/td>M\u00e1s all\u00e1 de Claude 4 Opus (66 fichas\/segundo)<\/td><\/tr>
Optimizaci\u00f3n de la latencia<\/td>Reducci\u00f3n a la mitad de extremo a extremo<\/td>Interacci\u00f3n por voz en tiempo real<\/td><\/tr>
procesamiento simult\u00e1neo<\/td>Soporte multiusuario de alta concurrencia<\/td>Comercializaci\u00f3n<\/td><\/tr>
era del modelismo<\/td>Infraestructura de 7\u00aa generaci\u00f3n<\/td>La \u00faltima pila tecnol\u00f3gica de xAI<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n

Evaluaci\u00f3n comparativa de resultados: inteligencia l\u00edder en todos los \u00e1mbitos<\/h2>\n\n\n\n

Habilidades acad\u00e9micas y de razonamiento<\/h3>\n\n\n\n

El Grok 4 demuestra su \"nivel postdoctoral\" de inteligencia obteniendo buenos resultados en las pruebas m\u00e1s prestigiosas:<\/p>\n\n\n\n

Categor\u00eda de prueba<\/th>Objetivos espec\u00edficos<\/th>Puntuaci\u00f3n de Grok 4<\/th>Grok 4 Pesado<\/th>Comparaci\u00f3n de los niveles de doctorado humano<\/th><\/tr><\/thead>
tema general<\/td>HLE (Examen del legado humano)<\/td>38.6%<\/td>44.4%<\/td>M\u00e1s all\u00e1 de la mayor\u00eda de los estudiantes de doctorado<\/td><\/tr>
concurso de matem\u00e1ticas<\/td>AIME25<\/td>100%<\/td>100%<\/td>nivel de nota m\u00e1xima<\/td><\/tr>
Equipo de matem\u00e1ticas<\/td>HMMT25<\/td>96.7%<\/td>96.7%<\/td>M\u00e1ximo nivel de competici\u00f3n<\/td><\/tr>
Preguntas y respuestas para estudiantes de posgrado<\/td>GPQA<\/td>88.9%<\/td>88.9%<\/td>Doctorado Nivel Inicial<\/td><\/tr>
olimpiada de matem\u00e1ticas<\/td>USAMO25<\/td>61.9%<\/td>61.9%<\/td>Competici\u00f3n internacional<\/td><\/tr>
concurso de programaci\u00f3n<\/td>LCB (enero-mayo)<\/td>79.4%<\/td>79.4%<\/td>Nivel de programador profesional<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n

Evaluaci\u00f3n de las competencias b\u00e1sicas de AGI<\/h3>\n\n\n\n

El Grok 4 tambi\u00e9n destac\u00f3 en la prueba clave de la IA general:<\/p>\n\n\n\n

Elementos de la prueba AGI<\/th>Rendimiento de Grok 4<\/th>importancia t\u00e9cnica<\/th>Comparaci\u00f3n con la competencia<\/th><\/tr><\/thead>
ARC-AGI-2<\/td>15.9%<\/td>Primer modelo comercial que supera los 10%<\/td>12 veces superior a DeepSeek R1<\/td><\/tr>
ARC-AGI-1<\/td>66.7%<\/td>Capacidad de generalizar patrones conocidos<\/td>Supera al GPT-4 en casi 6 puntos porcentuales<\/td><\/tr>
relaci\u00f3n coste-eficacia<\/td>\u00f3ptimo<\/td>El m\u00e1s inteligente por unidad de d\u00f3lar<\/td>Relaci\u00f3n calidad\/precio l\u00edder en el sector<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n

Escenarios de pruebas especiales<\/h3>\n\n\n\n

En una serie de escenarios de prueba \u00fanicos, Grok 4 demostr\u00f3 su capacidad para superar a la IA tradicional:<\/p>\n\n\n\n

escenario de prueba<\/th>expresi\u00f3n concreta<\/th>Implicaciones t\u00e9cnicas<\/th><\/tr><\/thead>
Prueba de negocio de vending<\/td>Valor neto dos veces superior al segundo puesto<\/td>Capacidad de decisi\u00f3n empresarial a largo plazo<\/td><\/tr>
RKG Drug Discovery<\/td>El \u00fanico modelo que rompe 10%<\/td>razonamiento biom\u00e9dico<\/td><\/tr>
Modelizaci\u00f3n f\u00edsica compleja<\/td>\u00c9xito de la simulaci\u00f3n de colisiones de agujeros negros<\/td>Conocimientos avanzados de inform\u00e1tica cient\u00edfica<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n

Estrategia de precios y comercializaci\u00f3n<\/h2>\n\n\n\n

xAI tiene una clara estrategia de posicionamiento de gama alta para el Grok 4:<\/p>\n\n\n\n

nivel de servicio<\/th>Precios mensuales<\/th>Precio de la cuota anual<\/th>Diferencias funcionales b\u00e1sicas<\/th><\/tr><\/thead>
SuperGrok<\/td>$30<\/td>$300<\/td>Cuerpo Inteligente \u00danico Edici\u00f3n Est\u00e1ndar<\/td><\/tr>
SuperGrok Pesado<\/td>$300<\/td>$3,000<\/td>Edici\u00f3n de colaboraci\u00f3n multiinteligencia<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

Esta estrategia de precios posiciona a Grok 4 como un servicio de IA de gama alta para usuarios empresariales y profesionales, con una cuota anual de hasta 21.500 CNY para la versi\u00f3n pesada.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Perspectivas de aplicaci\u00f3n e integraci\u00f3n industrial<\/h2>\n\n\n\n

Grok 4 se integrar\u00e1 r\u00e1pidamente en el ecosistema industrial de Musk: el asistente de voz se ha integrado en el \u00faltimo firmware de Tesla, y el robot Optimus estar\u00e1 equipado con Grok como cerebro de IA. xAI planea lanzar modelos de programaci\u00f3n dedicados, agentes multimodales y modelos de generaci\u00f3n de v\u00eddeo a gran escala, uno tras otro, en los pr\u00f3ximos meses para construir una matriz completa de productos de IA.<\/p>\n\n\n\n

Grok 4 ha establecido una posici\u00f3n de liderazgo en la competici\u00f3n de IA con la ventaja de la potencia de c\u00e1lculo de 200.000 clusters de GPU y la innovaci\u00f3n tecnol\u00f3gica de la fusi\u00f3n de herramientas nativas. Su abrumador rendimiento en las pruebas comparativas, especialmente en tareas complejas que requieren un razonamiento profundo, marca un paso significativo hacia la \"inteligencia sobrehumana\". Aunque su elevado precio limita su popularidad, el Grok 4 ofrece la opci\u00f3n m\u00e1s potente del mercado actual para los usuarios profesionales que buscan lo \u00faltimo en potencia de IA.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Si desea utilizar GPT Plus, Claude Pro, Grok Super cuenta exclusiva oficial de pago, puede ponerse en contacto con nuestro equipo profesional (wx: f15303420735) si no sabe c\u00f3mo recargar.<\/strong><\/p>\n\n\n\n\n\n\n\n\n\n\n\n
\n

Para m\u00e1s productos, visite<\/h4>\n<\/th>\n

\n

M\u00e1s informaci\u00f3n en<\/h4>\n<\/th>\n<\/tr>\n<\/thead>\n

ShirtAI - Inteligencia penetrante<\/a><\/td>\nEl Gran Modelo AIGC: el comienzo de una era de doble revoluci\u00f3n en ingenier\u00eda y ciencia - Inteligencia Penetrante<\/a><\/td>\n<\/tr>\n
Restauraci\u00f3n 1:1 de Claude y GPT Sitio web oficial - AI Cloud Native<\/a><\/td>\nLive Match App Global HD Sports Viewing Player (Recomendada) - Blueshirt Technology<\/a><\/td>\n<\/tr>\n
Servicio de tr\u00e1nsito basado en la API oficial - GPTMeta API<\/a><\/td>\nAyuda, \u00bfalguien de ustedes puede proporcionar algunos consejos sobre c\u00f3mo hacer preguntas en GPT? - Conocimientos<\/a><\/td>\n<\/tr>\n
Tienda digital global de bienes virtuales - Global SmarTone (Feng Ling Ge)<\/a><\/td>\n\u00bfQu\u00e9 tan poderoso es Claude airtfacts caracter\u00edstica que GPT al instante no huele bien? -BeepBeep<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>","protected":false},"excerpt":{"rendered":"

Musk present\u00f3 el 10 de julio el \u00faltimo modelo de IA de xAI, Grok 4, entrenado con 200.000 GPUs H100\/A100 y que supera los 50% de precisi\u00f3n en las pruebas HLE. El modelo obtiene buenos resultados en varias pruebas comparativas y es especialmente adecuado para tareas de razonamiento complejas. La versi\u00f3n comercializada de SuperGrok tiene un precio de entre 30 y 300 d\u00f3lares al mes y est\u00e1 dirigida a usuarios profesionales de gama alta.Grok 4 se integrar\u00e1 en productos ecol\u00f3gicos como Tesla y Optimus Robotics.<\/p>","protected":false},"author":1,"featured_media":6494,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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