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Commerce · August 31, 2026

Project FIN

An Intelligent Financial Prediction and Learning System

What it does

Markets are moved by human behavior, not just numbers. Fin treats psychology as a first-class signal. Its psychology module scores 12 cognitive biases (FOMO, herding, anchoring...) straight from the news using an LLM, alongside price data, financials, options flow, calendar events and sentiment. Those scores feed the statistics and ML models that drive every prediction. And when a prediction resolves, FIN grades itself against the outcome, so the system keeps learning from what it got wrong

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