The Genie coefficient proposes a new metric to quantify the distance between a user's explicit request and their unspoken assumptions. Current benchmarks track capability but ignore this alignment gap. This framework helps developers reduce the need for exhaustive prompting. It addresses the persistent failure of models to apply common-sense constraints.