Open weight models lack the full training recipes and data required for true open-source status. Nathan Lambert argues that current releases mirror installed software versions rather than foundational projects like Linux. This distinction limits the self-sustaining nature of the ecosystem. Practitioners must distinguish between accessible weights and transparent training methodologies.