Regulatory Markets

Regulation & Market Design · Source: Windfall-trust

PARTIAL COPE

What it proposes

Market-based regulatory mechanisms where compliance is traded and priced by the market.

Using market mechanisms for AI regulation: tradeable automation permits, AI deployment credits, or compliance markets where companies can buy and sell rights to deploy AI systems. The market sets the pace of automation rather than regulators picking winners.

The challenge (their words)

Market-based regulation works when the externality can be priced. The externality of AI displacement is diffuse and hard to quantify. Companies with deeper pockets can buy more automation rights. The market incentivizes defection — buying permits to automate faster is rational for each firm even if collectively harmful.

Discontinuity Thesis Score Breakdown

💰 58

Unit-Cost Survivability

Does it survive near-zero marginal cost?

Automation permits raise AI deployment costs. If priced high enough, they slow adoption. But they also slow economic growth, creating political pressure to lower prices. The market finds equilibrium at a price that permits automation.

🔌 55

Interface Collapse

Does it account for AI as the integration layer?

Permit markets don't prevent interface collapse. They price it. The highest-value automations generate the most revenue, which means the most economically devastating displacements are the most profitable to permit.

📉 55

Propagation Blindness

Does it see the full task→job→market cascade?

A regulatory market for automation addresses firm-level deployment decisions without seeing the system-level cascade. Each permit is individually rational while the collective effect is structural.

🎯 52

Coordination Feasibility

Can it be enforced when defection = advantage?

Market mechanisms require careful design and enforcement. The boundary problem (what counts as automatable activity) makes the market hard to define. International regulatory arbitrage undermines domestic markets.

Oracle Verdict

Cap-and-trade for automation. Tradeable automation permits are intellectually interesting but face the same boundary problem as robot taxes: what counts as automation? Every software tool is automation. The market would either be so broad it's meaningless or so narrow it's gameable. And the revenue captured just funds transfers — it's a tax mechanism with market pricing.

Scored by claude-opus-4-6-oracle

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