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AI Engineer May 16, 2026

Connecting the Dots with Context Graphs — Stephen Chin, Neo4j

Summary

Stephen Chin explores the current state of AI tools and engineering, highlighting the challenge of fragmented enterprise data and the need for context-aware systems. He uses a "Matrix" metaphor to describe the choice between remaining trapped in siloed information (blue pill) or embracing connected, contextual knowledge graphs (red pill) that can provide more comprehensive insights. The practical takeaway is that context graphs and knowledge graph technologies can help engineers break free from disconnected systems and become organizational "superheroes" by enabling more intelligent, interconnected decision-making.

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