Why AI Needs a “Genie Coefficient”

Current AI benchmarks measure capabilities but fail to assess the gap between user intent and AI execution. To address this, the Genie coefficient is proposed as a metric to quantify unspoken assumptions in requests. Separately, developers are encouraged to create personal websites. While resumes and GitHub profiles document achievements and code, a personal website provides a unified platform to showcase identity, articles, and experiments, preventing professional work from remaining scattered across various platforms.