{"article":{"annotation":{"article_id":"agentcore-self-improving-document-processing-idp-2026","available_at":"2026-10-15T20:48:42.871893Z","geography_revision":"ef6ee0010dda5fe7b240fd514749b43e214c57da73222d2e40ec83b276dd0977","id":"17263f0087bd19743775533627a6a5535e0d7724a53e998548fdb538450039e2","input_sha256":"cff0991739eb7835a2694e1f0448f95740b09ea8ed24cedd299a06827160aca4","limitations":["Rule-derived subjects are candidates, not verified editorial labels or calibrated model probabilities.","Coverage is distinct from event location. 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Un agente analizador extrae texto e identifica el tipo, otro encuentra registros similares y los agentes de extracción y validación comparan los datos con reglas empresariales.","La arquitectura utiliza Textract, S3 Vectors, Aurora DSQL y AgentCore. Las instrucciones creadas para nuevos formatos pueden reutilizarse con documentos parecidos. AWS presenta una guía de implementación, sin publicar mediciones independientes de precisión para cada tipo documental."],"sections":[]},"corrections":[],"country":null,"data":{"blocks":[{"description":{"ar":"نشرت AWS في 14 أكتوبر دليلاً تقنياً لمعالجة الوثائق المتعلمة باستخدام AgentCore.","de":"AWS veröffentlichte am 14. Oktober einen technischen Leitfaden zur lernenden Dokumentverarbeitung mit AgentCore.","en":"AWS published a technical guide to self-improving document processing with AgentCore on October 14.","es":"AWS publicó el 14 de octubre una guía técnica sobre procesamiento documental que aprende con AgentCore.","fr":"AWS a publié le 14 octobre un guide technique sur le traitement documentaire évolutif avec AgentCore.","pt":"A AWS publicou em 14 de outubro um guia técnico sobre processamento de documentos com aprendizagem usando AgentCore.","tr":"AWS, 14 Ekim’de AgentCore ile öğrenen belge işleme sistemi için teknik kılavuz yayımladı."},"id":"ai-event-agentcore","items":[{"date":"2026-10-14","description":{"ar":"نشرت AWS في 14 أكتوبر دليلاً تقنياً لمعالجة الوثائق المتعلمة باستخدام AgentCore.","de":"AWS veröffentlichte am 14. 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هو تاريخ النشر الوارد في المصدر الأولي لـ AWS؛ ولم يُستنتج موعد إطلاق أو تطبيق غير مذكور.","de":"Das Datum entspricht dem Veröffentlichungsdatum der AWS-Primärquelle; ein dort nicht genanntes Start- oder Einführungsdatum wird nicht abgeleitet.","en":"The date is the publication date shown by the AWS primary source; no launch or deployment date beyond the source is inferred.","es":"La fecha corresponde a la publicación indicada por la fuente primaria de AWS; no se infiere una fecha de lanzamiento o despliegue no indicada.","fr":"La date correspond à celle affichée par la source primaire AWS; aucune date de lancement ou de déploiement non indiquée n’est déduite.","pt":"A data é a publicação indicada pela fonte primária da AWS; não se infere uma data de lançamento ou implantação não informada.","tr":"Tarih, AWS birincil kaynağında yayımlanma tarihi olarak verilir; kaynakta belirtilmeyen bir lansman veya uygulama başlangıç tarihi çıkarımı 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