AI hallucination rates remain wildly inconsistent depending on which benchmark you rely on. With 362 documented incidents in 2025, it is clear our testing standards are still broken
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**Short Description (247 characters):** By 2026, hallucination rates depend entirely on the benchmark you trust. Testing shows HalluHard still flags 30.2% error rates even with active web search enabled
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AI hallucination benchmarks are a mess in 2026. Every test measures something different, and the results depend entirely on the prompt. If you rely on a single score, you are flying blind. Take HalluHard: models are still showing a 30
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