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AI, XR, DevOps, graph theory, knowledge graphs, and digital sovereignty. Deep dives, tutorials, and analysis from across the GraphWiz knowledge base.

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June 11, 2026· ~11 min read

Knowledge Graphs for Vulnerability Prioritisation: Surviving the AI Patch Tsunami

Microsoft's record 206-CVE Patch Tuesday proves CVSS scores alone cannot prioritise. Knowledge graphs mapping dependency blast radius and reachability…

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June 10, 2026· ~11 min read

GraphRAG at Mythos Scale: What Claude Fable 5 Means for Knowledge Graphs

Claude Fable 5's Mythos-class reasoning transforms GraphRAG from promising to production-ready. Multi-hop graph queries, reliable Text-to-Cypher, and…

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June 10, 2026· ~9 min read

Knowledge Graphs Are the Antidote to AI Hallucination Liability

After the Munich ruling made Google liable for false AI Overviews, GraphRAG offers the only legally defensible path for enterprise AI.

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June 9, 2026· ~12 min read

Graph Theory 101: From First Principles

Graph theory from the ground up — vertices, edges, directed vs undirected, adjacency, degrees, paths, cycles, graph colouring, spanning trees, and the…

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June 8, 2026· ~6 min read

The GQL Expressiveness Gap: What the New ISO Standard Can't Do

A technical deep dive into GQL's (ISO 39075) formal expressiveness limitations — including queries that recursive SQL can express but GQL cannot — with…

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June 8, 2026· ~8 min read

GraphRAG Reality Check: When It Fails, Why, and How to Fix It

Evidence-based analysis of GraphRAG's failure modes — benchmarks where it underperforms vanilla RAG — with concrete mitigations and scenarios where…

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