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Can AI truly discover Alpha automatically? This deep dive into Microsoft's open-source Qlib and RD-Agent reveals the 3 critical backtest pitfalls and 6 overfitting prevention gates every quant researcher needs to know.

Starting from an MLB betting model job post on Reddit, this article examines the technical feasibility of sports betting prediction models, the statistical bar for a genuine edge, and the risks developers must understand before joining such projects.