The Center for Humane Technology argues that AI evaluation ignores how tools alter human cognition and behavior. While researchers track technical benchmarks and throughput, systematic measurement of downstream psychosocial effects remains absent. Imran Khan urges a shift toward human-centric metrics. Practitioners must now weigh technical performance against the actual psychological cost to users.