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Hindsight as a witness, not an oracle

Most decision support systems fail the same way: they let their AI components touch the numbers. I built WHATIF, a business decision simulator that runs 5,000 Monte Carlo worlds to forecast the profit impact of pricing, ad spend, promotions, and restocking decisions. After grading a prediction agai…

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  1. 2026-11-07 17:01 · DEV Community — Machine Learning
    Hindsight as a witness, not an oracle

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