As AI demand rises and data center construction faces constraints, enhancing efficiency becomes critical. This post explores challenges like power availability, approvals, and maxing output from existing facilities through innovations like 800 VDC power systems. It emphasizes the importance of increasing compute per watt and opportunities for semiconductor technologies to address efficiency in the AI infrastructure landscape.