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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Kevin Stewart

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#artificial intelligence Nov 2026

From Barrier Assurance to Cumulative Risk: A Knowledge Graph-Based AI Framework for Major Accident Hazard Risk Management

Abstract Major Accident Hazard (MAH) risk in oil and gas assets rarely arises from the failure of a single component, equipment item or barrier. Instead, risk emerges cumulatively when maintenance deferrals, operational constraints, inspection findings, integrity anomalies, temporary repairs and project activities inte...

Kevin Stewart, Keerthi Prasad · 0 citations

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