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Validation Note · #360760 · Cross-asset

The claimed $136,216 is arithmetically impossible

fails$136,216$4,374claimed → measured final wealth, from $1,000
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ClaimedMeasuredΔ
Final wealth, from $1,000$136,216$4,3743.2% of claim
Max retracement−2.5%−47%−44.5pp
Its own equal-weight anchor$5,228strategy −20%
Ceiling with look-ahead$10,19113× short
ReplicateHonestyDeflateCrisisGeneraliseFrictionsDecayOriginality
Stated rule (0.7 EW + 0.3 ideal)claimed $136,216Plain ⅓ cash ⅓ gold ⅓ BTC
$1$1.5$2$3$4201620182020
The claimed path exits the chart — measured (ink) ends 31× short of it.

What the paper claims

Forecast gold and Bitcoin daily with ARIMA, pick the max-Sharpe cash/gold/Bitcoin mix from 10,000 Monte-Carlo draws, anchor 70% to equal weight. Claimed: $1,000 → $136,216 over 2016–2021 at a 2.5% max retracement.

What we measured

The stated rule replicated honestly ends at $4,374 with a −47% drawdown. Fed tomorrow's exact prices, it reaches $10,191. Plain equal weight ends at $5,228, Bitcoin alone at $73,942 — the paper benchmarks against neither.

Why the verdict

C0 decided it. Bitcoin did 74.6× and the stated blend caps it near a third of the book — the claim breaches the no-leverage arithmetic bound before any simulation runs.

Threats to validity

  • The paper: its own three headline numbers disagree — 136.2× implies 167% a year while the text claims 27.04%.
  • Our validation: commission rates are never stated in a costs-titled paper — we assume the matching competition's 1% gold / 2% Bitcoin and sweep 0–3%; the conclusion is cost-invariant.
Validation Note · #360760

Optimizing Investment Strategies with Lazy Factor and Probability Weighting, 2023

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