Applying the System Asset Pricing Model
Decision Accounting
Applying the System Asset Pricing Model to Tax Havens: Measuring the System Welfare Cost of Offshore Profit Shifting
core-claim
Core claim
Each dollar sheltered offshore destroys $6.27 of global welfare
The tax haven system's system welfare beta βW = 6.27 [90% CI: 5.1–7.8]. Private payoff Π = 492B/yr; total welfare cost W = 3.08T/yr. System-adjusted payoff ΠSA = –$2.59T.
- βW > 1 means each private dollar reduces system welfare by more than one dollar.
- Six welfare-damage channels calibrated: Direct Fiscal Drain, Public Services Degradation, Inequality Amplification, Financial Stability Erosion, Governance Capture, Developing Country Compounding.
- Break-even remediation rate μ* = 0.84: need to recover 84% of damage to reach zero system-adjusted payoff.
scale
Scale of damage
$492 billion in annual tax revenue lost, but that's just the start
TJN 2024 estimates 347.6B from corporate profit shifting and 144.8B from individual offshore wealth concealment. Total shifted profits: 1.42T. Hidden personal wealth: 7.6–14.2T.
- Revenue loss alone would rank 28th by GDP, between Norway and Austria.
- Profit shifting grew 60% during BEPS 1.0 implementation (2015–2019), from 616B to 1T.
- Top 0.01% holds ~50% of offshore wealth; 80% of offshore assets are undeclared.
standard-metrics
Why standard metrics fail
Revenue-gap, CGE, and misalignment models each miss most of the damage
Revenue-gap accounting captures only Channel 1 (Direct Fiscal Drain). CGE models (e.g., CORTAX) miss Channels 4–6. Misalignment approaches estimate shifted-profit volume but not welfare cost.
- SAPM combines all six channels into a single βW ratio, avoiding the need for a social discount rate.
- A dollar shifted from Nigeria to Luxembourg inflicts far greater welfare damage than from the US to Ireland.
- No existing model captures governance capture (Channel 5) or developing-country compounding (Channel 6).
pigou-coase
Pigou and Coase fail
The offshore system is designed to defeat both corrective tax and bargaining solutions
Pigouvian taxation requires observable externalities, a single sovereign, and immobile capital—all absent. Coasean bargaining requires defined property rights, low transaction costs, and finite parties—all violated.
- FinCEN Files: $2T in suspicious transactions was <0.02% of all SARs—externality deliberately concealed.
- Netherlands conditional withholding tax cut direct flows 85% but balance sheets stayed at €4,768B; flows rerouted via UK.
- Nigeria loses $14B/yr to capital flight—enough for clean water for all citizens—but no Coasean bargain possible.
channels
Six-channel decomposition
Channel-specific betas reveal the highest-damage margins
Channel 6 (Developing Country Compounding) has βW,6 = 12.4, far above Direct Fiscal Drain at βW,1 = 1.0. Governance Capture (Channel 5) is a load-bearing wall of the architecture.
- Developing countries lose 4× more relative fiscal capacity than developed countries to the same profit-shifting.
- Compounding through sovereign debt at 6–15% interest balloons original loss by 36% over a decade.
- Hurtful Eight OECD nations enable 43% of global tax losses ($212B/yr) then vote against the UN Tax Convention.
aggregate-beta
Aggregate beta
βW = 6.27: each private dollar destroys $6.27 of system welfare
Monte Carlo simulation (100,000 draws) yields median βW = 6.27, 90% CI [5.1, 7.8]. Probability βW < 1 is 0.0000%. Marginal βWmarginal = 8.9, confirming accelerating damage.
- System-adjusted payoff ΠSA = –$2.59T annually.
- PSF concavity κ = 1.41: additional extraction inflicts accelerating marginal damage.
- System welfare Sharpe ratio SW = –1.89.
impossibility
Impossibility theorem
Three axioms jointly preclude non-negative system welfare
Sovereignty Shield ∧ Capital Mobility ∧ Jurisdictional Competition ⟹ SW < 0. The system cannot self-correct; structural reform is required.
- Sovereignty Shield: each jurisdiction's tax policy is sovereign.
- Capital Mobility: capital moves frictionlessly across borders.
- Jurisdictional Competition: jurisdictions compete on tax rates for mobile capital.
- No reform operating within all three axioms can achieve SW ≥ 0.
pillar-two
Pillar Two ceiling
OECD global minimum tax recovers at most 12% of calibrated welfare damage
At maximum efficacy, Pillar Two recovers ≤12% of W = $3.08T. Break-even remediation rate μ* = 0.84 means 84% recovery needed; Pillar Two falls far short.
- CORTAX simulations show GMT welfare-maximizing at 16–18%, not the agreed 15%.
- US SbS safe harbor exempts US multinationals from extraterritorial enforcement.
- Bermuda's QRTCs recreate haven economics while maintaining nominal compliance.
cross-domain
Cross-domain ranking
Tax havens rank fourth in system destructiveness among calibrated domains
βW = 6.27 places offshore finance below PFAS (35.2), ERCOT grid (2,053), and monoculture agriculture (8.6), but above Frontier AI (7.4), auto emissions (6.8), Bitcoin (5.0), AMR (2.1), and nuclear (0.7).
- More destructive than Bitcoin mining and antimicrobial resistance combined.
- Cayman Islands: 10T in shadow banking assets for 84,000 residents—119M per person.
- UK and Netherlands channel 37% of all corporate investments routed to tax havens.
what-changes
What changes
The system is axiomatically incompatible with global welfare—incremental patching won't work
The impossibility theorem gives formal grounds for structural reform: break at least one axiom. Unitary taxation (formulary apportionment) breaks Sovereignty Shield; capital controls break Capital Mobility; tax harmonization breaks Jurisdictional Competition.
- Pillar Two is necessary but insufficient—leaves 88%+ of damage unrecovered.
- Developing countries lose 0.33–0.49% of GDP to profit shifting vs. 0.17% for high-income countries.
- Africa is a net creditor: offshore wealth (2.4T) exceeds external debt (720B).