5.2 Three-Axis Computational Engine | Core Operational Structure

All proposal parameters, module adjustments, and policy recommendations must undergo three-axis review and comparative evaluation by the AI Consensus Computational Layer:

Axis

Name

Description

1

Price Forecast

Analyzes market prices, premium fluctuations, market depth, and trading volume to forecast future protocol price trends and identify potential adjustment points.

2

Behavioral Metrics

Analyzes community participation, voting preferences, proposal responses, and sentiment trends to measure consensus momentum and decision confidence.

3

Risk Intelligence

Simulates module failure risks, extreme market scenarios, and execution anomalies to provide early warnings for high-risk parameters and emergency response solutions.

Through three-axis cross-calibration and result weighting, ARK can derive the system's safety boundaries, risk intervals, and recommended control points from the data, enabling real-time governance support.

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