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Reflective Dialogue or Prompt Refinement? Effects of Tutor Scaffolding on Students' Independent LLM Use for Programming

arXiv cs.AI · 2026-07-07 Cached

This study compares two LLM-based tutoring approaches (Socratic guidance vs prompt refinement) for programming education, finding that Socratic guidance fosters better learning outcomes and more understanding-driven prompting strategies when students later use unconstrained LLMs.

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#student-learning

@ZeroZ_JQ: Students today are so happy learning with ChatGPT + animejs + threejs

X AI KOLs Timeline · 2026-06-23 Cached

A comment that students today are happy with ChatGPT, animejs, and threejs for learning.

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#student-learning

Towards Just-in-Time Adaptive Feedback: Enhancing Student Learning via Knowledge-Grounded LLM

arXiv cs.CL · 2026-05-27 Cached

This paper presents a framework that uses domain-specific expert knowledge to ground large language models for providing Just-in-Time adaptive feedback to students based on their written reasoning, achieving over 80% improvement in student performance in a large university course.

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A Student’s Guide to Writing with ChatGPT

OpenAI Blog · 2024-11-13 Cached

OpenAI publishes a guide for students on using ChatGPT responsibly to enhance writing and thinking skills while maintaining academic integrity, emphasizing transparency and proper citation of AI usage.

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