Open weight models lack the full training recipes and data required for true open-source status. Nathan Lambert argues that these models resemble installed software rather than foundational projects like Linux. This distinction limits the self-sustaining nature of the ecosystem. Practitioners must recognize that weights alone do not enable community-driven model evolution.