Why Most Models Fail Hard Knowledge Questions and What Llama 4 Maverick's 87.6% Hallucination Rate Tells Us

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Only 4 of 40 Models Beat a Coin Toss on Hard Knowledge Questions The data suggests the situation is worse than simple underperformance