What does Unchecked AI cognition risks amplify hallucination rates by 23% and waste 18% compute budget on fabricated rea

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Unchecked AI cognition risks amplify hallucination rates by 23% and waste 18% compute budget on fabricated reasoning. Production systems require interpretability tools to validate output authenticity and prevent accuracy degradation in enterprise deployments. Claude processes languages in a shared conceptual space Plans poetry lines 5-7 words ahead of output Detected fabricated reasoning in 23% of math hint tests LLMs demonstrate unexpected planning capabilities beyond next-w

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Decoding AI Cognition in Claude 3.5 Haiku