Applying the System Asset Pricing Model
Decision Accounting
Applying the System Asset Pricing Model to International Arms Exports: Measuring the System Welfare Cost of Legitimate Arms Transfers
core-claim
Core Claim
Arms exports destroy 2.54 in welfare per 1 of private gain
The global arms trade generates 293B in annual private payoff but imposes 570–920B in system welfare costs. The system welfare beta βW = 2.54 means the system is a net welfare destroyer.
- βW = 2.54 [90% CI: 1.9–3.5] from 100,000 Monte Carlo draws
- System-adjusted payoff ΠSA = -$45.4B (negative in 100% of draws)
- Break-even governance efficiency μ* = 0.66 — a 66% cost reduction needed for neutrality
sapm-bridge
SAPM Bridge
CAPM logic applied to welfare destruction
The System Asset Pricing Model replaces 'market portfolio' with 'system welfare portfolio.' Private payoff Π is adjusted by βW to get system-adjusted payoff ΠSA = Π(1 − βW).
- CAPM: E(Ri) = Rf + βi[E(Rm) − Rf]
- SAPM: ΠSA = Π − βW·Π = Π(1 − βW)
- For arms exports: Π = 293B, βW = 2.54, ΠSA = -45.4B
scale-mismatch
Scale Mismatch
Standard metrics miss $570–920B in annual welfare costs
Military spending hit $2.718T in 2024, but no budget line captures welfare costs on target populations. Small arms kill 500K–740K people annually, often years after export licenses expire.
- U.S. FMS authorized 117.9B in FY2024, up from 81B in FY2023
- Armed-violence mortality cost: $95–163B per year
- Conflict-driven GDP contraction: $120–250B per year
- Diversion and illicit proliferation: $85–180B per year
pigou-coase-fail
Pigou & Coase Fail
No supranational tax authority, no bargaining for dead civilians
Pigouvian taxation fails because no global body can tax arms exports, marginal costs are non-stationary, and beneficiaries control the taxing authority. Coase fails because transaction costs are infinite for affected populations and property rights are undefined.
- 63% of arms-industry lobbyists are former government officials — regulatory capture at industrial scale
- DSCA approves 97% of government-to-government arms sale requests
- Yemeni civilians cannot bargain with Lockheed Martin; Pakistani border communities cannot negotiate with the DoD
six-channels
Six Channels
Welfare costs flow through six distinct channels
Each channel maps to an institutional failure mode. Combined, they produce the aggregate βW = 2.54.
- C1: Armed-violence mortality & morbidity ($95–163B)
- C2: Conflict-driven macroeconomic contraction ($120–250B)
- C3: Diversion & illicit proliferation ($85–180B)
- C4: Procurement corruption & deadweight loss ($60–140B)
- C5: Arms-race & deterrence-failure externalities ($90–120B)
- C6: Institutional & regulatory decay ($20–67B)
monte-carlo
Monte Carlo
100% of 100,000 draws show negative system-adjusted payoff
Under heterogeneous channel assumptions with Gaussian copula (ρ=0.3), ΠSA is negative in every draw. The result is robust to ±50% sensitivity on diversion, arms-race, and institutional-decay channels.
- Seed 42, 100,000 draws, 5 channels
- Baseline βW = 2.54; low-cost tail βW = 1.90; high-cost tail βW = 3.50
- Even at high payoff denominator stress (βW = 1.40), system remains welfare-negative
diversion-cascade
Diversion Cascade
$7.12 billion abandoned in Afghanistan — the catastrophic endpoint
The single largest documented diversion event illustrates systemic end-use monitoring failure. U.S. weapons routinely outlast their intended recipients by decades.
- Iranian operatives reverse-engineer captured American MRAPs
- Libyan arsenal dispersed after 2011 fuels violence across 12 countries
- Export license expires in one year; weapon operates for thirty
corruption-premium
Corruption Premium
Arms trade accounts for 40% of all international transaction corruption
An industry constituting ~2% of global trade generates 40% of its corruption — a twenty-fold concentration. The procurement corruption premium is 6% with zero quality gains.
- 62% of countries face high-to-critical defense-sector corruption risk (GDI)
- Baránek & Titl (2024): political favoritism raises prices 6%, no quality improvement
- Minimum $20B annual corruption cost
institutional-failure
Institutional Failure
ATT reporting compliance falls to 38% — honored in the breach
The Arms Trade Treaty, signed by 115 countries, sees on-time reporting at 38–44%. The UN Register of Conventional Arms participation hits all-time lows.
- Leahy Laws condition U.S. assistance on human rights, but enforcement is weak
- Lithuania withdrew from the Convention on Cluster Munitions in 2024
- Dutch F-35 ruling shows domestic judicial enforcement can halt transfers
governance-threshold
Governance Threshold
μ* = 0.66: a 66% welfare-cost reduction is achievable
The break-even governance efficiency threshold is ambitious but not utopian. The Ottawa Treaty achieved ~90% reduction for covered weapons; Norway's 1959 framework has near-zero welfare costs for six decades.
- Ottawa Treaty: ~90% βW reduction for anti-personnel landmines
- Dutch F-35 ruling: effective cessation for covered components
- Categorical bans outperform subjective risk assessments (ATT <5% reduction)
what-changes
What Changes
Arms exports are a negative-sum system — reform is institutionally tractable
The system is not blocked by an impossibility theorem. Existing instruments (AECA, ATT, Leahy Laws, Wassenaar) provide sites for legislative, judicial, or treaty-based intervention already demonstrated at smaller scale.
- Require welfare-cost scoring for large licenses (regulator action)
- Build product-line welfare ledgers and diversion risk controls (contractor action)
- Add annual end-use compliance and diversion-rate disclosure (ATT Secretariat)
verdict
Verdict
Every dollar of weapons revenue exports $2.54 in welfare costs
The arms export system destroys $451B more in welfare than it generates in private value. The correction is a matter of institutional design, not theoretical impossibility.
- βW = 2.54 places arms exports in upper-middle tier of SAPM domains
- System-adjusted payoff ΠSA = -$45.4B (central estimate)
- Reform at channel level — not aggregate — is the path to neutrality