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