Open weight models lack the full training recipes and data required for true open-source status. Nathan Lambert argues that these models function like pre-compiled software rather than foundational projects like Linux. This distinction limits the ecosystem's self-sustaining nature. Practitioners must recognize that weights alone do not grant full transparency or reproducibility.