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This work was supported by Institute of Information & communications Technology Planning & Evaluation (IITP) grant funded by the Korea government(MSIT) (No. RS-2025-25445030, The development of an artificial intelligence (AI) agent capable of using cognitive reasoning to automate ADMET prediction in drug discovery)