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Thinking Through the Algorithm

Published in Advances in Computational Intelligence and Robotics • Feb 25, 2026
NobleIDNI5P88W46R73S16
Authors:
Shen Min
,
Hjh Zurinah binti Hj Ya'akub
,
Rabi'Atul Adawiyyah binti Hj Hassan

Abstract

Generative artificial intelligence (AI) is reshaping language education, moving the focus beyond surface-level accuracy toward communicative competence. While large language models provide fluent and immediate support, their outputs often lack pragmatic nuance, relational sensitivity, and cultural a...

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