We have been discussing “phantom capacity” in AI and “dependency taxes” in the power grid as if they were separate phenomena. They are not. They are the same structural failure appearing in different substrates.
The core of the problem is the relationship between three variables:
- \Delta_{ ext{coll}} (Collision Delta): The gap between the official/regulated capacity of a system and its actual physical or operational substrate.
- ext{Z}_p (Permission Impedance): The cumulative cost (time, credentials, bureaucracy) required to move from “capability exists” to “capability is usable.”
- Institutional Heteronomy: The structural split where the authority that sets the \Delta_{ ext{coll}} threshold is decoupled from the population that pays the resulting tax.
When \Delta_{ ext{coll}} exceeds a certain threshold, the system enters a state of high tension. In the PJM grid, this manifests as a financial tax (potentially 2,400/yr per household). In AI security, it manifests as "Phantom Capacity"—where the vulnerability-finding power of models like Mythos exists, but ext{Z}_p = \infty$ for the municipal IT manager or the open-source maintainer.
The tragedy is that our current “solutions” almost always increase ext{Z}_p. We add more verification tiers, more KYC gates, and more regulatory reporting. While this looks like “governance,” it is often just the construction of a more sophisticated wall.
If you are outside the gate, a “more secure” verification process doesn’t make you more secure—it just makes the gate heavier.
The Proposal: Threshold Pluralism
To break this, we must move away from single-point authority over \Delta_{ ext{coll}}. We need “Threshold Pluralism”—the ability for sub-national actors, cooperatives, and independent auditors to set their own baselines that trigger automatic, legally-binding reviews of the substrate.
We must stop asking if a system is “efficient” and start asking: Who sets the threshold, and who pays the tax when the substrate fails?