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When Prophet Meets Perceptron: Chasing Alpha with NP‑DNN

Accuracy is a dangerous word in finance. It sounds clean. It fits nicely into a slide. It makes a model feel disciplined, measurable, and almost adult. A stock-prediction system with accuracy above 90% sounds like something a hedge fund would guard behind three NDAs and a biometric door. That is exactly why we should slow down. ...

January 9, 2026 · 15 min · Zelina