Reliability metrics for AI are all over the map. By 2026, we’ve learned that...

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Reliability metrics for AI are all over the map. By 2026, we’ve learned that hallucination rates vary wildly by benchmark, with HalluHard showing a 30.2% error rate even with web search. Don't trust the marketing hype