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Set sim speed to 90:1 (1s wall = 90s sim) across all specs
Grounded ratio based on ABIDES/ECMWF benchmarks. Single global clock shared by all horizons. Wall time for full window: hourly ~40s, daily ~16min, weekly ~1.9hr, monthly ~8.3hr, annual ~4.2d, 5yr ~20.8d. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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@@ -7,7 +7,7 @@ optimal execution, and cross-exchange arbitrage** at the fastest time scales. Po
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**Almgren-Chriss optimal execution framework** for minimizing market impact of large orders.
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Operates at the highest temporal resolution — where M3a provides statistical forecasts and M3c
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models pool mechanics, M3g models the *plumbing* of how orders actually execute, across **six
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concurrent time horizons** at tick-advanced, ≥ 360:1 (1s wall = 1h sim).
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concurrent time horizons** at tick-advanced, 90:1 (1s wall = 90s sim).
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## 2. Status / certainty
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DESIGN-FIRST · ABSENT. Order-book microstructure theory C4 (established). Almgren-Chriss
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@@ -36,7 +36,7 @@ Python with optimized event loop.
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## 5. Interface contract
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- Implements `query(PredictionQuery) -> BoundedPrediction` per M3 hub.
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- **Output bounds:** execution cost ranges, liquidity intervals, optimal trajectory envelopes.
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- **Time-horizon mapping** (all run concurrently, tick-advanced, ≥ 360:1 (1s wall = 1h sim)):
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- **Time-horizon mapping** (all run concurrently, tick-advanced, 90:1 (1s wall = 90s sim)):
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| Horizon | Primary models | Update cadence |
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|---------|---------------|----------------|
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| Tick–hourly | Almgren-Chriss execution, slippage, spread, arb decay | Every tick |
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@@ -90,7 +90,7 @@ Slippage: larger orders produce greater slippage. Spread: spread widens under ad
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Almgren-Chriss: optimal trajectory minimizes total cost vs. naive execution on backtest; impact
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parameters update when market conditions change. Arb decay: detected arb opportunity closes over
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time. Depth: depth profile matches order book state. Bounds: all outputs bounded. Resolution:
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predictions update at tick frequency. Speed: sim tick-advances ≥ 360:1 (1s wall = 1h sim).
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predictions update at tick frequency. Speed: sim tick-advances at 90:1.
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## 10. Open items
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- CEX order book data access (API limitations, costs).
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