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LLMs Maintain Consistent Mental Stability Across Preference Axioms

This figure visualizes the mental stability of models. LLMs like Qwen2.5 and Llama-3 stay consistent across all preference axioms transitivity, asymmetry, rating coherence proving they reason in structured, human-like ways. Even without training on user data, they infer what

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