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>It just may be that these things should be reviewed a little closer by people who are obsessive about correctness

No amount of review is enough. As anyone who's worked in quant science will attest, a model that hasn't repeatedly made correct out-of-sample predictions is most likely worthless, as it's far far easier to overfit a model to data than to predict the future.



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