Tragedy of the Commons

In Hardin’s model, each herder receives the full private benefit of an additional animal while the damage from overgrazing is distributed across all users. Without appropriate governance, the shared pasture may be overused.

Ostrom’s research shows that shared resources can be governed under suitable institutional conditions. Open access without appropriate rules is not the same as a governed commons.

Overappropriation requires a genuinely subtractable or congestible shared resource and externalised depletion/congestion costs. The resource must therefore first be identified in ontologically appropriate terms.

AI transfer to investigate: AI lowers content-generation costs and may cause demand for scarce verification to grow faster than capacity. This fits a commons mechanism only if users gain privately while shifting part of their verification burden onto others.

Proposed test, not yet conducted: Hold verification capacity constant when comparing unconstrained AI generation, consequence-based review and stewardship. Test additional verification capacity in a separate condition. Measure verified coverage, latency and backlog.

Knowledge is not grass. Identify the scarce supporting resource before making a commons claim.

Name the scarce resource, such as review time or attention. Knowledge itself is not automatically rivalrous. Open access without suitable rules differs from a governed commons.

Hardin (1968), The Tragedy of the Commons — Tragedy of Freedom in a Commons

Ostrom (2010), Beyond Markets and States — pp. 644–645, 654–657

Hardin describes the pasture model; Ostrom distinguishes resource types and forms of collective governance. The connection to capacity for checking AI output is a hypothesis.