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The architectural decision shaping enterprise AI

ID: ffc08224-9fa1-5b22-8dcd-36ecdda0c2b3

STIX ID: report--ffc08224-9fa1-5b22-8dcd-36ecdda0c2b3

Feed Name: CIO Security

Date Published: 2026-05-01

Date Updated: 2026-05-01

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This article defines context graphs as a dynamic architecture for capturing decision reasoning and situational state, contrasts them with vector embeddings and knowledge graphs, and outlines their strengths (continuity and support for multi-step workflows), failure modes (complexity, stale or inaccurate context), and governance and maintenance considerations when selected for production use.

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