The "Single Metric" Trap: Why Your Hallucination Benchmark is Lying to You

https://mariosexcellentdigest.capitaljays.com/posts/5-practical-controls-that-protect-lawyers-analysts-and-strategists-from-ai-hallucinations

After 12 years of building risk programs for enterprise-grade AI, I’ve learned one universal truth: if you tell an engineer their model has a “95% accuracy rate,” they will build a product that collapses the second it hits production