“A drought in the Panama Canal, a ransomware attack on a logistics provider, or a Tianjin port explosion can ripple across industries and geographies, shutting down production, eroding confidence, and triggering inflation. Supply chains behave like complex adaptive systems, in which local shocks can produce nonlinear emergent effects,” he says.
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