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      "title": "llm-d 1.0 se centra en operar inferencia a gran escala",
      "content_text": "La pila abierta añade equidad entre clientes, control de actualizaciones y sesiones; los ejemplos de coste y rendimiento mantienen condiciones concretas.",
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      "url": "https://aisubhub.top/es/news/microsoft-sovereign-ai-local-controls/",
      "title": "La actualización de IA soberana de Microsoft: disponible, en vista previa o todavía futura",
      "content_text": "El anuncio del 20 de octubre conecta IA local, desarrollo y control operativo, pero reúne funciones actuales, vistas previas y futuros lanzamientos de Ignite.",
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      "url": "https://aisubhub.top/es/news/bsc-ai-factory-inception-startup-access/",
      "title": "BSC abre una vía selectiva hacia la computación soberana para startups españolas",
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      "title": "QD-Rec de Sakana busca razones diferentes para recomendar, no solo un candidato mejor clasificado",
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      "url": "https://aisubhub.top/es/news/bedrock-claude-structured-outputs/",
      "title": "AWS incorpora salidas estructuradas de Claude en Bedrock",
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      "title": "SageMaker Studio simplifica el alta, con límites de créditos y GPU",
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      "title": "Alemania y NVIDIA perfilan cooperación en IA industrial",
      "content_text": "NVIDIA describe intención de cooperación e inversiones previstas, sin despliegues demostrados.",
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      "url": "https://aisubhub.top/es/news/mit-e3-pose-fetal-mri-symmetry-20261019/",
      "title": "La investigación de MRI fetal del MIT usa simetría para seguir movimiento, no para diagnosticar sola",
      "content_text": "E(3)-Pose conecta geometría y adquisición; su uso en embarazos más tempranos y los resultados clínicos siguen necesitando pruebas.",
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      "url": "https://aisubhub.top/es/news/pegasus-15-bedrock-video-metadata/",
      "title": "AWS explica el análisis de video Pegasus 1.5 en Bedrock",
      "content_text": "La guía del 19 de octubre explica la disponibilidad del día 9, JSON temporal y videos de dos horas.",
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      "url": "https://aisubhub.top/es/news/deepgram-nova3-trainium2-batch-inference/",
      "title": "El caso Trainium de Deepgram separa modelo, kernels y servicio",
      "content_text": "AWS comunica más audio Nova-3 sin conexión por dólar tras una adaptación específica, con límites de interpretación.",
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      "title": "Dos estrategias KV de vLLM atacan esperas distintas",
      "content_text": "Las guías de AWS comparan envío push y reutilización bidireccional con pruebas que no deben acumularse.",
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      "url": "https://aisubhub.top/es/news/ebu-sovereign-media-frameio-agentic-search/",
      "title": "NVIDIA une planes de radiodifusión soberana con búsqueda multimedia más rápida",
      "content_text": "La iniciativa de la UER trata de gobernanza e infraestructura; las cifras de Adobe Frame.io corresponden a otra línea técnica.",
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      "url": "https://aisubhub.top/es/news/microsoft-agentic-insider-2026-10-19/",
      "title": "Microsoft pide vigilancia continua de los agentes internos de IA",
      "content_text": "El argumento de seguridad del 19 de octubre se centra en los permisos y las acciones de agentes desplegados dentro de la empresa.",
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      "url": "https://aisubhub.top/es/news/openai-low-resource-coding-evaluations/",
      "title": "OpenAI presenta avances al programar en lenguajes menos comunes",
      "content_text": "Las nuevas evaluaciones estudian implementaciones de SQLite y migraciones de COBOL que conservan el comportamiento.",
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      "url": "https://aisubhub.top/es/news/foundry-browser-automation-ga-controls-20261019/",
      "title": "La automatización de navegador de Foundry llega a GA, con recursos y control humano",
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      "url": "https://aisubhub.top/es/news/qwen-code-v0253-2026-10-19/",
      "title": "Qwen Code v0.25.3 incorpora revisión aislada y controles de ejecución",
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      "url": "https://aisubhub.top/es/news/hugging-face-torchneuron-2026-10-19/",
      "title": "Hugging Face detalla el soporte nativo de Trainium mediante TorchNeuron",
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      "url": "https://aisubhub.top/es/news/openanolis-sysdiag-agent-diagnostics/",
      "title": "AnolisOS-SysDiag prepara diagnóstico para agentes y deja la decisión humana",
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      "url": "https://aisubhub.top/es/news/together-post-training-custom-loops-20261019/",
      "title": "Together Post-Training separa el ciclo que controlas de las GPU que opera",
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      "url": "https://aisubhub.top/es/news/anthropic-frontier-safety-roadmap-update-20261019/",
      "title": "La hoja de seguridad de Anthropic distingue prototipos, pruebas terminadas y promesas",
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      "url": "https://aisubhub.top/es/news/minimax-m31-flash-agent-cost/",
      "title": "MiniMax M3.1 Flash: distinguir resultados, velocidad y coste de API",
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      "title": "JetBrains compila un controlador Maven en pesos y explica por qué es más lento",
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      "url": "https://aisubhub.top/es/news/mit-crystal-geometry-synthetic-narratives-20261018/",
      "title": "El modelo de materiales del MIT conecta geometría cristalina y lenguaje científico",
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      "url": "https://aisubhub.top/es/news/rtx-spark-windows-launch-software-stages/",
      "title": "RTX Spark une portátiles Windows y un ecosistema de IA local por fases",
      "content_text": "Tres publicaciones describen un lanzamiento; vender hardware no convierte toda función anunciada en final o gratuita.",
      "date_published": "2026-10-20T10:29:03.561Z",
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      "url": "https://aisubhub.top/es/news/deepseek-flash-1017-update/",
      "title": "DeepSeek renueva Flash tras el mismo alias de API",
      "content_text": "El registro del 17 de octubre actualiza el modelo sin cambiar método ni precios; no es una suscripción nueva.",
      "date_published": "2026-10-20T06:34:05.235Z",
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      "id": "https://aisubhub.top/es/news/agentcore-nine-stage-quality-evaluation/",
      "url": "https://aisubhub.top/es/news/agentcore-nine-stage-quality-evaluation/",
      "title": "AWS somete la calidad de agentes a nueve etapas, además de vigilar disponibilidad",
      "content_text": "Un caso interno une evaluación específica, controles de publicación y seguimiento; sus umbrales dependen de la carga.",
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      "id": "https://aisubhub.top/es/news/anthropic-internal-employment-study/",
      "url": "https://aisubhub.top/es/news/anthropic-internal-employment-study/",
      "title": "Anthropic estudia el trabajo y la contratación júnior dentro de su empresa",
      "content_text": "El informe interno relaciona agentes y cambios laborales, con límites explícitos sobre causalidad y generalización.",
      "date_published": "2026-10-20T06:34:05.235Z",
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      "id": "https://aisubhub.top/es/news/reflection-beam-aws-deployment-guide/",
      "url": "https://aisubhub.top/es/news/reflection-beam-aws-deployment-guide/",
      "title": "La guía de Beam en AWS separa cómputo activo y tamaño de despliegue",
      "content_text": "El recorrido del 16 de octubre explica rutas administradas y HyperPod para el modelo de 501.000 millones de parámetros.",
      "date_published": "2026-10-20T09:36:37.200Z",
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      "id": "https://aisubhub.top/es/news/a16z-agentic-commerce-permissions/",
      "url": "https://aisubhub.top/es/news/a16z-agentic-commerce-permissions/",
      "title": "Un análisis de a16z examina las resistencias a las compras con IA",
      "content_text": "Moses Sternstein distingue investigar productos de delegar el pago y señala límites de los datos utilizados.",
      "date_published": "2026-10-20T06:34:05.235Z",
      "date_modified": "2026-10-20T07:58:41.332Z",
      "tags": [
        "a16z",
        "agents",
        "commerce",
        "analysis"
      ],
      "external_url": "https://www.a16z.news/p/this-week-in-charts-agents-denied"
    },
    {
      "id": "https://aisubhub.top/es/news/qoder-cloud-agents-personal-runtime/",
      "url": "https://aisubhub.top/es/news/qoder-cloud-agents-personal-runtime/",
      "title": "Qoder Cloud Agents conecta el entorno persistente, no una autoridad automática",
      "content_text": "Los textos del 16 y 19 de octubre separan identidad y memoria de la autorización para actuar por un objetivo duradero.",
      "date_published": "2026-10-20T14:41:30.278Z",
      "date_modified": "2026-10-20T14:41:30.278Z",
      "tags": [
        "qoder",
        "cloud-agents",
        "memory",
        "automation",
        "agents"
      ],
      "external_url": "https://www.alibabacloud.com/blog/qoder-cloud-agents-help-developers-enter-the-personal-agent-era_603644"
    },
    {
      "id": "https://aisubhub.top/es/news/qoder-fast-routing-end-to-end-latency/",
      "url": "https://aisubhub.top/es/news/qoder-fast-routing-end-to-end-latency/",
      "title": "Qoder Fast: responder antes no significa terminar antes",
      "content_text": "Los textos del 16 y 19 de octubre explican ruta crítica, enrutamiento y reutilización con mediciones de alcance diferente.",
      "date_published": "2026-10-20T14:41:30.278Z",
      "date_modified": "2026-10-20T14:41:30.278Z",
      "tags": [
        "qoder",
        "fast-tier",
        "routing",
        "coding",
        "performance"
      ],
      "external_url": "https://www.alibabacloud.com/blog/every-tenth-of-a-second-counts-%E2%80%94-a-technical-deep-dive-into-fast-tier-performance-optimization_603645"
    },
    {
      "id": "https://aisubhub.top/es/news/tencent-hymemory2-memory-stack/",
      "url": "https://aisubhub.top/es/news/tencent-hymemory2-memory-stack/",
      "title": "Hy-Memory 2.0 de Tencent: tres capas de memoria con pruebas distintas",
      "content_text": "El lanzamiento del 16 de octubre combina modelo especializado, framework y MemHub; las evaluaciones tienen alcances diferentes.",
      "date_published": "2026-10-20T14:41:30.278Z",
      "date_modified": "2026-10-20T14:41:30.278Z",
      "tags": [
        "hunyuan",
        "memory",
        "agents",
        "research"
      ],
      "external_url": "https://memory.hunyuan.tencent.com/"
    },
    {
      "id": "https://aisubhub.top/es/news/anthropic-self-assessment-misuse-monitoring-20261016/",
      "url": "https://aisubhub.top/es/news/anthropic-self-assessment-misuse-monitoring-20261016/",
      "title": "La autoevaluación de Anthropic añade vigilancia barata, no una defensa autónoma",
      "content_text": "La investigación distingue la detección pasiva del bloqueo resistente a ataques y aclara qué miden los resultados frente a un clasificador profesor.",
      "date_published": "2026-10-20T13:21:18.284Z",
      "date_modified": "2026-10-20T13:21:18.284Z",
      "tags": [
        "anthropic",
        "safety",
        "self-assessment",
        "research"
      ],
      "external_url": "https://safeguards.anthropic.com/2026/self-assessment/"
    },
    {
      "id": "https://aisubhub.top/es/news/cursor-cloud-agent-canvases-environments-2026-10-16/",
      "url": "https://aisubhub.top/es/news/cursor-cloud-agent-canvases-environments-2026-10-16/",
      "title": "Cursor añade lienzos compartibles y una API de entornos en beta",
      "content_text": "La actualización del 16 de octubre une resultados interactivos, gestión programática de entornos y un límite mayor de repositorios.",
      "date_published": "2026-10-20T09:36:37.200Z",
      "date_modified": "2026-10-20T09:36:37.200Z",
      "tags": [
        "cursor",
        "cloud-agents",
        "developers"
      ],
      "external_url": "https://cursor.com/changelog/cloud-agent-canvases-and-environments"
    },
    {
      "id": "https://aisubhub.top/es/news/elorian-glimpse-research-preview/",
      "url": "https://aisubhub.top/es/news/elorian-glimpse-research-preview/",
      "title": "Elorian presenta Glimpse como vista previa de razonamiento visual",
      "content_text": "El anuncio ofrece acceso API y chat, y distingue salidas grabadas del modelo de respuestas de referencia ilustrativas.",
      "date_published": "2026-10-20T06:34:05.235Z",
      "date_modified": "2026-10-20T08:05:35.093Z",
      "tags": [
        "elorian",
        "glimpse",
        "multimodal",
        "research-preview"
      ],
      "external_url": "https://elorian.ai/blog/introducing-glimpse"
    },
    {
      "id": "https://aisubhub.top/es/news/mit-iris-cell-signaling-followup-20261015/",
      "url": "https://aisubhub.top/es/news/mit-iris-cell-signaling-followup-20261015/",
      "title": "IRIS infiere la historia de señales celulares a partir de actividad génica",
      "content_text": "El seguimiento del MIT del 15 de octubre explica un estudio del 8 de septiembre; transferir entre células no equivale a una terapia humana lista.",
      "date_published": "2026-10-20T14:41:30.278Z",
      "date_modified": "2026-10-20T14:41:30.278Z",
      "tags": [
        "research",
        "biology",
        "cell-signaling",
        "mit",
        "iris"
      ],
      "external_url": "https://news.mit.edu/2026/ai-model-decodes-language-cells-use-communicate-1015"
    },
    {
      "id": "https://aisubhub.top/es/news/rosalind-academic-plan-eligibility/",
      "url": "https://aisubhub.top/es/news/rosalind-academic-plan-eligibility/",
      "title": "El plan académico Rosalind ofrece acceso condicionado a laboratorios de EE. UU.",
      "content_text": "Los laboratorios elegibles pueden solicitar plazas patrocinadas; GPT-Rosalind requiere aprobación y no incluye API.",
      "date_published": "2026-10-20T06:34:05.235Z",
      "date_modified": "2026-10-20T08:07:04.409Z",
      "tags": [
        "openai",
        "research",
        "academic-access",
        "rosalind"
      ],
      "external_url": "https://openai.com/index/introducing-the-rosalind-academic-plan/"
    },
    {
      "id": "https://aisubhub.top/es/news/microsoft-research-magnetar-2026-10-15/",
      "url": "https://aisubhub.top/es/news/microsoft-research-magnetar-2026-10-15/",
      "title": "Microsoft Research presenta Magnetar para verificar la ejecución de programas",
      "content_text": "El informe del 15 de octubre describe una máquina virtual de conocimiento cero para RISC-V y mejoras medidas en pruebas concretas.",
      "date_published": "2026-10-20T06:34:05.235Z",
      "date_modified": "2026-10-20T07:53:42.438Z",
      "tags": [
        "microsoft",
        "research",
        "verifiable-computing"
      ],
      "external_url": "https://www.microsoft.com/en-us/research/blog/proof-based-general-purpose-computing-with-magnetar/"
    },
    {
      "id": "https://aisubhub.top/es/news/aws-trust-in-depth-agent-boundaries/",
      "url": "https://aisubhub.top/es/news/aws-trust-in-depth-agent-boundaries/",
      "title": "Trust in Depth separa las decisiones del agente de controles que no puede desactivar",
      "content_text": "AWS conecta alcance, identidad, límites externos y pruebas, sin extender la verificación formal fuera de sus supuestos.",
      "date_published": "2026-10-20T10:29:03.561Z",
      "date_modified": "2026-10-20T10:29:03.561Z",
      "tags": [
        "aws",
        "agentcore",
        "agent-security",
        "authorization"
      ],
      "external_url": "https://aws.amazon.com/blogs/machine-learning/trust-in-depth-giving-agents-more-autonomy-without-losing-control/"
    },
    {
      "id": "https://aisubhub.top/es/news/nemotron-35-super-vl-bolt-release/",
      "url": "https://aisubhub.top/es/news/nemotron-35-super-vl-bolt-release/",
      "title": "Nemotron 3.5 distingue agentes multimodales de despliegues locales pequeños",
      "content_text": "Super VL, de 120B parámetros, llega junto a una variante Bolt de 24GB; rendimiento y disponibilidad dependen del modelo y la configuración.",
      "date_published": "2026-10-20T09:36:37.200Z",
      "date_modified": "2026-10-20T09:36:37.200Z",
      "tags": [
        "nvidia",
        "nemotron",
        "nemotron-3-5",
        "multimodal",
        "agents",
        "local-ai"
      ],
      "external_url": "https://blogs.nvidia.com/blog/nemotron-3-5-super-vl/"
    },
    {
      "id": "https://aisubhub.top/es/news/nvidia-europe-science-access-pledge/",
      "url": "https://aisubhub.top/es/news/nvidia-europe-science-access-pledge/",
      "title": "El compromiso científico europeo de NVIDIA une materiales abiertos y cómputo condicionado",
      "content_text": "La iniciativa del 15 de octubre ofrece recursos y vías de investigación, no asignaciones automáticas ni una licencia única.",
      "date_published": "2026-10-20T10:29:03.561Z",
      "date_modified": "2026-10-20T10:29:03.561Z",
      "tags": [
        "nvidia",
        "science",
        "open-learning",
        "research-compute"
      ],
      "external_url": "https://blogs.nvidia.com/blog/ec-scientific-computing-pledge/"
    },
    {
      "id": "https://aisubhub.top/es/news/netflix-jetbrains-headless-code-intelligence-20261015/",
      "url": "https://aisubhub.top/es/news/netflix-jetbrains-headless-code-intelligence-20261015/",
      "title": "El experimento de IDE sin interfaz de Netflix sitúa las herramientas junto al modelo",
      "content_text": "El caso de JetBrains del 15 de octubre combina ganancias de un índice persistente con exclusiones y una excepción de tiempo de navegación.",
      "date_published": "2026-10-20T14:41:30.278Z",
      "date_modified": "2026-10-20T14:41:30.278Z",
      "tags": [
        "jetbrains",
        "netflix",
        "coding-agents",
        "code-intelligence"
      ],
      "external_url": "https://blog.jetbrains.com/ai/2026/10/how-netflix-made-ai-coding-agents-more-efficient/"
    },
    {
      "id": "https://aisubhub.top/es/news/nvidia-nordic-infrastructure-project-stages/",
      "url": "https://aisubhub.top/es/news/nvidia-nordic-infrastructure-project-stages/",
      "title": "La actualización nórdica de NVIDIA separa sistemas instalados y capacidad futura",
      "content_text": "El relato reúne supercomputación compartida, aplicaciones y apoyo previsto, no un servicio universal disponible.",
      "date_published": "2026-10-20T10:29:03.561Z",
      "date_modified": "2026-10-20T10:29:03.561Z",
      "tags": [
        "nvidia",
        "nordics",
        "infrastructure",
        "robotics"
      ],
      "external_url": "https://blogs.nvidia.com/blog/nordics-technology-ecosystem/"
    },
    {
      "id": "https://aisubhub.top/es/news/mit-eric-so-ai-productive-struggle-interview-20261015/",
      "url": "https://aisubhub.top/es/news/mit-eric-so-ai-productive-struggle-interview-20261015/",
      "title": "Eric So propone conservar el esfuerzo útil cuando la IA facilita las respuestas",
      "content_text": "La entrevista del MIT del 15 de octubre presenta argumentos y cuatro principios, no un hallazgo clínico de daño cerebral.",
      "date_published": "2026-10-20T14:41:30.278Z",
      "date_modified": "2026-10-20T14:41:30.278Z",
      "tags": [
        "research",
        "education",
        "ai-learning",
        "interview",
        "mit"
      ],
      "external_url": "https://news.mit.edu/2026/collision-between-ai-your-brain-and-society-eric-so-book-1015"
    },
    {
      "id": "https://aisubhub.top/es/news/apple-mlx-rdma-distributed-mac-inference-20261015/",
      "url": "https://aisubhub.top/es/news/apple-mlx-rdma-distributed-mac-inference-20261015/",
      "title": "Apple detalla cómo MLX y RDMA distribuyen la inferencia entre varios Mac",
      "content_text": "El informe del 15 de octubre distingue capacidad, prefill y decodificación; cuatro equipos no garantizan velocidad o consumo universales.",
      "date_published": "2026-10-20T14:41:30.278Z",
      "date_modified": "2026-10-20T14:41:30.278Z",
      "tags": [
        "research",
        "apple",
        "mlx",
        "local-ai",
        "distributed-inference",
        "developers"
      ],
      "external_url": "https://machinelearning.apple.com/research/mlx-distributed-inference"
    },
    {
      "id": "https://aisubhub.top/es/news/qoder-better-harness-evidence-evaluation/",
      "url": "https://aisubhub.top/es/news/qoder-better-harness-evidence-evaluation/",
      "title": "Better Harness abre su evaluación de agentes sin borrar los límites de evidencia",
      "content_text": "El texto de Qoder del 15 de octubre describe cuatro anfitriones, pero configuración, uso y resultados probados siguen siendo hechos distintos.",
      "date_published": "2026-10-20T14:41:30.278Z",
      "date_modified": "2026-10-20T14:41:30.278Z",
      "tags": [
        "qoder",
        "better-harness",
        "evaluation",
        "coding",
        "agents"
      ],
      "external_url": "https://www.alibabacloud.com/blog/the-better-harness-evaluation-model-used-by-100000-users-is-now-open-source_603641"
    },
    {
      "id": "https://aisubhub.top/es/news/together-muse-spark-open-hosted-access-20261015/",
      "url": "https://aisubhub.top/es/news/together-muse-spark-open-hosted-access-20261015/",
      "title": "Together ofrece Muse Spark Open alojado, con precios separados de entrada, salida y caché",
      "content_text": "El aviso del 15 de octubre publica contexto de 1M tokens y cobro por uso, no una nueva fecha de Meta verificada por AISubHub.",
      "date_published": "2026-10-20T14:41:30.278Z",
      "date_modified": "2026-10-20T14:41:30.278Z",
      "tags": [
        "together-ai",
        "muse-spark",
        "hosted-inference",
        "coding-agents"
      ],
      "external_url": "https://www.together.ai/blog/meta-muse-spark-open"
    },
    {
      "id": "https://aisubhub.top/es/news/claude-code-risk-based-review-workflow-20261015/",
      "url": "https://aisubhub.top/es/news/claude-code-risk-based-review-workflow-20261015/",
      "title": "Claude Code reduce la lectura humana, pero mantiene la responsabilidad humana",
      "content_text": "Anthropic explica verificaciones por capas, aprobaciones según riesgo y reversión rápida, sin confundir su proceso interno con el producto público.",
      "date_published": "2026-10-20T13:21:18.284Z",
      "date_modified": "2026-10-20T13:21:18.284Z",
      "tags": [
        "anthropic",
        "claude-code",
        "code-review",
        "developers"
      ],
      "external_url": "https://claude.dev/blog/solving-code-review-at-anthropic/"
    },
    {
      "id": "https://aisubhub.top/es/news/mai-base-2-pretraining-methods/",
      "url": "https://aisubhub.top/es/news/mai-base-2-pretraining-methods/",
      "title": "MAI-Base-2: eficiencia de entrenamiento y acceso al modelo son cuestiones distintas",
      "content_text": "Microsoft explica su base de 2,8 billones de parámetros, la repetición de datos y los cambios de infraestructura; las cifras no anuncian un asistente disponible.",
      "date_published": "2026-10-20T09:36:37.200Z",
      "date_modified": "2026-10-20T09:36:37.200Z",
      "tags": [
        "mai",
        "mai-base-2",
        "microsoft-ai",
        "pretraining"
      ],
      "external_url": "https://microsoft.ai/news/frontier-pre-training-at-microsoft-ai/"
    },
    {
      "id": "https://aisubhub.top/es/news/agentcore-document-processing-instruction-reuse/",
      "url": "https://aisubhub.top/es/news/agentcore-document-processing-instruction-reuse/",
      "title": "El procesamiento de documentos con AgentCore reutiliza instrucciones, no nuevos pesos",
      "content_text": "Ocho agentes y validación empresarial sustentan un ejemplo sintético; tiempos y costes tienen condiciones.",
      "date_published": "2026-10-20T10:29:03.561Z",
      "date_modified": "2026-10-20T10:29:03.561Z",
      "tags": [
        "aws",
        "agentcore",
        "document-processing",
        "extraction"
      ],
      "external_url": "https://aws.amazon.com/blogs/machine-learning/build-self-improving-document-processing-using-amazon-bedrock-agentcore/"
    }
  ]
}