A critical test of open-source AI viability is currently underway. Nathan Lambert argues that the window for open models to remain competitive is closing rapidly. This pressure forces a reckoning over whether community-driven research can keep pace with closed-lab scaling. Practitioners must now decide if open weights remain a sustainable strategy.