QIS for Water Systems: Why Contamination Patterns Spread Across Utilities Before They're Understood

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QIS (Quadratic Intelligence Swarm) is a decentralized architecture that grows intelligence quadratically as agents increase, while each agent pays only logarithmic compute cost. Raw data never leaves the node. Only validated outcome packets route. Understanding QIS — Part 35 The Flint Problem Was Also a Synthesis Problem In April 2014, the City of Flint, Michigan switched its drinking water source from Lake Huron (supplied by Detroit) to the Flint River as a cost-saving measure

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