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In 2026, claiming an AI model is "accurate" is meaningless without context. Hallucination rates fluctuate wildly based on the benchmark—like Vectara HHEM versus TruthfulQA—because each tests for different failure modes

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Hallucination rates in 2026 aren’t universal—they are entirely benchmark-dependent. Relying on generic aggregate scores is a dangerous trap