Open weight models lack the full training recipes and data required for true open-source status. Nathan Lambert argues that current releases resemble installed software rather than collaborative projects like Linux. This distinction limits the ecosystem's self-sustaining nature. Practitioners must recognize that weight access does not equal architectural transparency or reproducibility.