Applying the System Asset Pricing Model
Decision Accounting
Applying the System Asset Pricing Model to Mining and Rare Earth Extraction: Measuring the System Welfare Cost of Critical Mineral Supply Chains
core
Core claim
Each dollar of mining industry revenue is associated with $11.15 in system welfare
Global mining and rare earth extraction operates at a system beta (βW) of 8.3 [90% CI: 8.1–15.4], meaning every dollar of industry revenue is associated with $11.15 in welfare destruction across six channels.
- βW = 0.49 from 100,000 Monte Carlo draws
- Private payoff Π = 3110B/yr; system welfare loss ΔW = 1516B/yr
- System-adjusted payoff ΠSA = $1594B/yr — deeply negative
bridge
SAPM bridge
CAPM's beta becomes a welfare-risk coefficient
SAPM replaces financial returns with welfare: βW measures system welfare destruction per dollar of industry revenue, just as CAPM's beta measures systematic financial risk per dollar of expected return.
- CAPM: β = 2.0 means stock moves twice as strongly as the market
- SAPM: βW = 0.49 means each profit dollar destroys $11.15 in welfare
- Break-even requires internalizing 88% of externalized costs (μ* = 0.88)
channels
Six channels
Environmental degradation alone costs 780B–1.5T per year
The six welfare channels are: environmental degradation, human rights violations, community displacement, perpetual remediation, geopolitical concentration, and governance failure. Environmental costs are 2.4× the market value of critical minerals.
- Human rights: 45B–120B/yr — exceeds DRC's entire GDP (~$65B)
- Perpetual remediation: 17–27 billion gallons of acid mine drainage in U.S. waterways annually
- Geopolitical concentration: China controls 87–90% of rare earth processing
montecarlo
Monte Carlo
No single channel drives the central estimate
A Monte Carlo simulation with 100,000 draws shows that the 90% confidence interval for βW is [8.1, 15.4]. The 1st percentile is 7.12; zero draws show break-even.
- P(βW ≈ 2.2) = 0.0000%
- Marginal welfare destruction exceeds average by factor of 1.4 (PSF concavity)
- The next dollar of extraction destroys more welfare than the last
pigoucoase
Pigou and Coase fail
Standard externality remedies don't work in mining
Pigouvian taxation requires measurability, jurisdictional coherence, and political feasibility — all absent. Coasean bargaining requires low transaction costs, defined property rights, and willing parties. Mining violates every condition.
- 76% of mines that predicted compliance caused severe water pollution
- 2,106 environmental defenders murdered between 2012 and 2023
- Juukan Gorge: 46,000-year-old Aboriginal shelters destroyed for $135M in iron ore
greenparadox
Green paradox
The energy transition's mineral demand will accelerate welfare destruction non-linearly
Lithium demand must increase 40× by 2040; cobalt and nickel by 20–25×. Because the Pareto System Frontier is concave, marginal welfare costs rise faster than extraction volume.
- Current pipeline covers only half the lithium needed for 2035 under Net Zero
- Copper faces a projected 30% supply deficit by 2035
- 16–17 years from discovery to mine production — supply lag is structural
crossdomain
Cross-domain comparison
Mining ranks third-highest in system beta among 61 domains
Mining's βW = 0.49 places it behind PFAS contamination (βW = 0.49) and ERCOT grid failure (βW = 0.49,053), but ahead of Bitcoin (βW = 0.49) and Frontier AI (βW = 0.49).
- Common welfare metric allows direct comparison across industries
- Policymakers can prioritize reforms by welfare cost per profit dollar
- No domain-specific indicators needed
reform
Reform taxonomy
Each welfare channel maps to a specific institutional intervention
Channel-specific βW is matched to perpetual bonding for remediation, enforceable FPIC for displacement, OECD due diligence for human rights, and antitrust-style diversification mandates for geopolitical concentration.
- Break-even μ* = 0.88: reforms must internalize 88% of externalized costs
- Good Samaritan Act (2024) addresses perpetual remediation by shielding cleanup volunteers
- Reform sequencing follows declining welfare cost, not generic salience
impossibility
Impossibility theorem
No impossibility theorem applies — institutional redesign is feasible
Arrow's theorem constrains social choice; the Missing System Theorem constrains optimization under non-internalized externalities. Neither prohibits redesign. SAPM identifies the price; policy response is a design problem.
- Mining provides a test case: externalities are measurable, channels identifiable
- Interventions include bonding reform, supply chain due diligence, FPIC enforcement
- The system account can reach zero with 88% internalization
change
What it changes
SAPM turns mining's hidden costs into a single comparable number
Policymakers, investors, and activists can now compare the welfare cost of mining against other industries using βW. The green economy requires these minerals — but not these institutions.
- $1,298 billion per year in avoidable welfare destruction under current institutions
- The difference between welfare-destroying and welfare-neutral mining is institutional reform
- Every phone requires a hole in the earth that will never close