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Everyone says “we passed our bias audit.” Almost no one explains what that sentence means.
“Passed our bias audit” means little without the details. What threshold? What data? Who reviewed it, and when? A bias audit isn’t a simple pass/fail stamp—it’s a set of technical decisions that determine whether the result is meaningful. Here’s what’s actually inside one.
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