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Chinese Academy of Sciences, Beijing Zhongguancun Academy
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AI scientific agents frequently solve empirical equations for entirely the wrong reasons, failing to identify the correct generative mechanism in over 64% of the cases where they successfully recover the observable phenomenal law.