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China Mobile Research Institute, Beijing 100053, China, China Mobile GBA (Greater Bay Area) Innovation Institute, Guangzhou 510656, China
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Even with high-quality data, systematic biases in stellar age inference can lead to stable but incorrect conclusions about the Milky Way's formation history, undermining the reliability of big data in Galactic archaeology.