Research & Insights

Research & Insights

Engineering notes from the GodFin stack: where the models fail, how the trading engine adapts, and what we are learning while building an AI-native operator for active markets.

Published March 26, 2026

The Prediction Bias Problem in LSTM Trading Models

Why even strong sequence models can drift into persistent optimism or pessimism, and how rolling z-score de-biasing restores cleaner signal thresholds.

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Published March 26, 2026

How GodFin Reads Market Sentiment: Reddit, News, and Google Trends

Why sentiment analysis matters and how GodFin discusses 5 independent data sources — and checks orders against your own risk rules before they reach your broker. No predictions, no signals.

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Published March 26, 2026

How Stocks Are Screened Every Morning Before Market Open

A look at two-tier universe screening, and how GodFin checks orders against your own risk rules before they reach your broker. No predictions, no signals.

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