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What Auditable AI Actually Costs: The Engineering Economics of Reproducibility Infrastructure
Enterprise AI teams keep deferring reproducibility infrastructure because they believe it's expensive. The numbers don't support that belief. Here's a defensible cost model for the runtime audit-trace persistence, environment fingerprinting, and attribution-stability measurement that regulated AI deployments will need over the next three years.