Scoring Engine

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Backtested results, Jan 2020 – Jan 2025. Not a representation of live or future performance. NASDAQ-100 universe only. Paper benchmarks used ChatGPT-4o; live system uses Claude.

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technicalSource fact

ML 1.00LLM 0.00Sharpe 0.6934

fundamentalSource fact

ML 0.15LLM 0.85Sharpe 0.5001

entropySource fact

ML 0.70LLM 0.30Sharpe 0.4207

Top 10 (paper portfolio)

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