Futurist Findings

Category: Public Policy

The Thermodynamics of Intelligence

Feb 17, 2026

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by

Hamenth Swaminathan

in AI Governance, Energy Systems, Infrastructure Strategy, Public Policy, Resource Economics

Frontier AI runs on energy, cooling, and water. If intelligence is becoming infrastructure, then infrastructure requires stewardship. The thermodynamics of AI demand governance, not just innovation.