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-installed software rather than collaborative projects like Linux. This distinction limits the self-sustaining nature of the ecosystem. Practitioners must recognize that weights alone do not enable independent model reproduction.