Welcome

Bilal M. Ayyub writes on infrastructure risk, resilience, systems engineering, and the integration of artificial intelligence into decision-making frameworks.

His work bridges engineering science, risk theory, economics, finance and policy-relevant analysis in safety-critical and complex systems.

This site serves as an archive of essays advancing interdisciplinary thinking at the intersection of infrastructure, risk, and intelligent systems.

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