Abstract: For decades, scholarly discourse on Tungwen College has remained confined to a superficial perception of it as merely a “foreign language school.” Its true historical contribution－cultivating a strategic talent pool that profoundly influenced China’s modernization process－has been seriously underestimated or even overlooked. This study breaks through conventional research prejudgmets and, for the first time, systematically reveals that at its core, Tungwen College represented a strategic training model aimed at cultivating translation talent through the integration of the essence of both Chinese and Western liberal education. It went far beyond mere language and translation training, constructing a broad knowledge system that encompasses literature, history, philosophy, politics, economics, law, mathematics, physics, chemistry, astronomy, geography, and medicine. This approach successfully cultivated China’s first cohort of interdisciplinary pivotal talents with both global vision and local practical capabilities. This long-overlooked educational experiment achieved extraordinary results that can rightly be called a miracle in China’s education history. This study not only rediscovers the core legacy of Tungwen College but also offers a groundbreaking reassessment of its historical significance.