Thermodynamics of AI: Schneider Electric Profit Soars on Cooling System Deficit

The law of conservation of energy dictates its rules to the technology sector. On April 30, 2026, French industrial giant Schneider Electric reported exceeding revenue forecasts, citing the wave of AI data center construction as the main driver.

The rapid deployment of energy-intensive GPU clusters (like NVIDIA Blackwell) has revealed a critical infrastructure bottleneck: heat dissipation and power distribution. Corporations can buy thousands of chips, but without industrial liquid cooling systems and smart power grids, they will melt. The growth in Schneider Electric’s stock and revenue clearly shows that the beneficiaries of the AGI race are not only algorithm and semiconductor developers, but also those who solve the purely physical, thermodynamic challenges of scaling capacity.

Source: Reuters / Schneider Electric