Intel

Market & System Intelligence

How the engine works. What the market is telling us. Framework deep-dives from the desk.

Intelligence

How AURUM's 3-Phase Scoring Pipeline Filters Noise

Baseline technical · intelligence bridge · unified macro scorer. Every signal gets 29 layers of confirmation before it reaches your Telegram.

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Framework

Understanding the Smart Money Composite Score

COT, congressional flow, insider conviction, options flow — four independent smart-money signals combined into one weighted composite.

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ML

Why AURUM Uses Adaptive ML Thresholds Instead of Fixed Ones

Per-asset Kalman-adjusted thresholds let the system learn what 'high conviction' means for EURUSD vs TSLA without human retuning.

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