NUS is embedding AI literacy across its curriculum by requiring all undergraduates to complete at least two AI courses, providing university-wide access to ChatGPT Edu, and launching an AI chatbot (Sense Maker) trained on 150,000+ digitized library records. This signals a regional shift toward standardized AI training and demonstrates how educational institutions can operationalize LLMs—a model relevant to Thai universities and tech teams planning similar initiatives.
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