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Wei Zhou leads AI Utility Research (AIUR) at SemiAnalysis, focusing on connecting AI investments with economic outcomes. His work analyzes the unit economics of AI hardware systems, token unit economics, and the operations of AI labs. Recent articles cover topics such as xAI's gigawatt-scale datacenter, the potential for ad monetization in GPT-5, and Meta's strategy for achieving superintelligence through compute and talent.