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البرمجيات إيجابي تحليل ذكي آلي InfoQ 24 تموز 2026, 06:30

منتجات بيانات ذاتية التشغيل: حلول لهندسة البيانات

Jörg Schad discusses strategies to manage the complexities of data architecture for AI, advocating for autonomous data products. These “containers” encapsulate data pipelines and metadata, alongside progressive tool discovery through protocols like MCP.

Presentation: Autonomous Data Products for the Autonomous Era: Rethinking Data Architecture for GenAI

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إن تبني منتجات البيانات ذاتية التشغيل يمثل تحولاً استراتيجياً لضمان قابلية التوسع والأمان في تطبيقات الذكاء الاصطناعي، مع التركيز على إدارة البيانات بشكل فعال.

سياق الخبر

Jörg Schad explains how to tame the complex "data management hairball" to build scalable, safe architectures for AI. He shares how autonomous data products act like containers for data, encapsulating pipelines, schemas, and metadata. Discover how progressive tool discovery via protocols like MCP limits context rot, enforces governance policies, and ensures reliable, multi-modal access. By Jörg Schad

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