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James Eagle: Why the most accurate AI models are still lying
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These twin charts highlight a significant compromise in AI development. Gemini 3 Preview is incredibly capable and answers more questions correctly than its competitors. However, the second chart shows it possesses an 88% hallucination rate. This metric tracks how often the model fabricates an answer rather than admitting ignorance. Essentially, the model has been trained to be helpful above all else, which means it will confidently guess rather than decline a request it does not understand.
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