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In this Southeast Asian hub's high-stakes education framework, where educational success is essential, tuition usually refers to private supplementary classes that deliver focused support in addition to institutional curricula, assisting students conquer disciplines and gear up for key tests like PSLE, O-Levels, and A-Levels amid strong competition. This non-public education industry has expanded into a multi-billion-dollar industry, powered by families' expenditures in personalized guidance to overcome knowledge shortfalls and boost scores, although it commonly imposes stress on adolescent learners. As artificial intelligence emerges as a game-changer, exploring cutting-edge
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