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Audit Replay: The Forgotten Half of Reproducibility
Reproducibility isn't rerunning the model. It's reconstructing a specific past decision — as it was made, against the state that produced it — without invoking the model at all. Most enterprise AI systems can do the first. Almost none can do the second. And the second is the