1 research article on Patent Whitespace — drawn from 53 integrated data sources with computational validation.
Four invention candidates rated 'plausible' by web-search-based competitive analysis were instantly killed when tested against real warehouse data. The patent-clear composition finder's core anti-join produced false results because the canonical crosswalk was never built, patent formulas were stored as un-reduced supercells, and 12.4% of formula values were filesystem paths.