For Real-Time AI, Your Data Contract Is a Liveness Probe, Not a Schema

Static, batch-enforced data contracts are failing real-time AI. The new approach treats data contracts as continuous liveness probes for your data streams, validating freshness, quality, and semantic drift to prevent model hallucinations and ensure operational reliability....