Description

An architectural framework for an AI market analyst that replaces traditional BUY/SELL forecasting with a 'present-compression' pipeline. It uses plain code for anomaly detection, Kimi K3 for long-context document comparison across eight quarters, and GPT-6 Astra to generate counter-theses against the results, significantly reducing inference costs while maintaining high precision.

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