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High benchmark scores don't guarantee production success. Learn how realistic test scenarios, golden datasets, schema validation, and continuous monitoring help QA teams identify hidden AI failures before they impact users. Also read: https://www.softwaretestingmagazine.com/knowledge/why-ai-models-pass-benchmarks-but-fail-in-production/