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Fix 360:1 semantics: tick-advanced continuous, 1s wall = 1h sim
All sims advance every tick continuously. The 360:1 floor means the slowest system produces 1 simulated hour per 1 wall-clock second. Updated hub cadence table and all sub-spec references. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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@@ -6,7 +6,7 @@ burns, inflation), lending protocol dynamics, DeFi systemic risk, and stock-flow
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stochastic differential equations (SDEs), state-space models, kinked interest rate curves, and
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inter-protocol credit exposure networks. Pops here are **aggregate behavioral cohorts**
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(miners/validators, holders, speculators, protocol treasuries, borrowers/lenders) whose collective
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behavior drives token-level dynamics across **six concurrent time horizons** at ≥ 360:1 speed.
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behavior drives token-level dynamics across **six concurrent time horizons** at tick-advanced, ≥ 360:1 (1s wall = 1h sim).
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Grounded in Vienna complex-systems token modeling [7], ResearchGate engineering token economy
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frameworks [6], Aave/Compound kinked interest rate models (industry standard), and DeXposure
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@@ -49,7 +49,7 @@ Julia (DifferentialEquations.jl), Python (scipy), or Octave.
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## 5. Interface contract
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- Implements `query(PredictionQuery) -> BoundedPrediction` per M3 hub.
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- **Output bounds:** SDE confidence bands, utilization rate ranges, contagion impact intervals.
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- **Time-horizon mapping** (all run concurrently, ≥ 360:1 speed):
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- **Time-horizon mapping** (all run concurrently, tick-advanced, ≥ 360:1 (1s wall = 1h sim)):
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| Horizon | Primary models | Update cadence |
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|---------|---------------|----------------|
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| Hourly | Lending rates, utilization, liquidation risk | Every block |
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@@ -107,7 +107,7 @@ Lending: rate curve exhibits kink at $U_{\text{opt}}$; liquidation cascades trig
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collateral ratio breached. DeXposure: shock to protocol A propagates to protocol B through shared
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collateral; isolated protocols unaffected. Yield: optimizer rebalances toward highest risk-adjusted
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APY. Calibration: state estimate converges to observed data. Bounds: SDE confidence bands cover
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realized paths on backtest. Speed: sim advances ≥ 360:1.
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realized paths on backtest. Speed: sim tick-advances ≥ 360:1 (1s wall = 1h sim).
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## 10. Open items
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- Which tokens to model initially (ETH? BTC? a specific alt?).
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