A critical six-month window now determines if open-weight models can keep pace with proprietary giants. Nathan Lambert argues that current scaling trends threaten the long-term viability of open research. If the performance gap widens further, the community loses its primary lever for transparency. Practitioners must now prioritize efficiency over raw parameter counts.