The paper proposes the AI-LIFT Framework, Adaptive Input, Interaction, Language Feedback, Independent Practice, and Transfer, as a human-centred model for integrating AI into English language skills development, and concludes that the educational value of AI depends less on the availability of sophisticated application...
A. Udayakumar, P. Kavinkumar, B.Manojkumar· Stanzaleaf International Jou...· 0 citations
The PERFORM-AI Framework is proposed, which integrates personalization, engagement, responsive feedback, formative assessment, originality, reflective learning, monitored AI use, and independent transfer, and concludes that the most effective model for English language learning is not AI replacing teachers but an instr...
C. Shabharishwaran, P. Kavinkumar, B.Manojkumar· Stanzaleaf International Jou...· 0 citations
The study argues that Generative Artificial Intelligence should not be viewed as a replacement for teachers but as a supportive pedagogical tool that can enhance English language learning when used critically, ethically, and creatively.
V. V. Malinee, P. Suganya, B.Manojkumar· Stanzaleaf International Jou...· 0 citations
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