The Genie coefficient aims to quantify the distance between a user's explicit request and their unspoken assumptions. Current benchmarks track capability but ignore this alignment gap. Researchers argue that better prompting cannot solve the fundamental lack of shared general knowledge. This metric would help developers build models that understand implicit human constraints without exhaustive instructions.