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The European Commission's push for mandatory green scorecards on data centers marks a significant policy shift toward enforcing energy efficiency standards, directly impacting the operational viability of large-scale AI infrastructure. While this initiative addresses broader sustainability goals, its primary relevance to TechPulse readers lies in how these new regulations will constrain power consumption and influence the architectural design of future high-performance computing clusters.