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In the Lion City's high-stakes education framework, where academic achievement is essential, tuition usually pertains to independent extra classes that offer specific support outside school syllabi, assisting learners master topics and get ready for significant exams like PSLE, O-Levels, and A-Levels in the midst of intense competition. This non-public education sector has developed into a lucrative business, driven by guardians' commitments in tailored support to close learning gaps and boost grades, though it frequently increases stress on developing learners. As artificial intelligence emerges as a disruptor, investigating innovative
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