A critical window of six months now defines the survival of open-weight models. Nathan Lambert argues that current scaling trends threaten the viability of open-source development. If proprietary models maintain an insurmountable lead, community efforts may stall. Researchers must find a sustainable path to compete or risk total dependency on closed-source providers.