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FairTutor: Equity-Aware Pedagogical LLM Routing for Budget-Constrained AI Tutoring
预算有限也要公平？这篇论文提出FairTutor，为AI辅导场景设计公平感知的大模型路由策略。
arXiv:2606.20713v1 Announce Type: new Abstract: Generative AI tutors provide real-time, personalized learning support, but also create a new education…
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How Preply combines AI and human tutors to personalize learning
Preply巧用OpenAI，将AI与真人导师结合，打造个性化语言学习体验。
Preply uses OpenAI to launch AI-generated lesson summaries, providing personalised feedback and language learning exercises.
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A Unified LLM-Adaptable Framework for Cold-Start Cognitive Diagnosis
用大语言模型解决教育认知诊断的冷启动难题，这篇论文提出统一适配框架，精准评估学生认知状态。
arXiv:2505.21239v2 Announce Type: replace Abstract: Cognitive Diagnosis has become a critical task in AI-empowered education, supporting personalized …
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Stop Saying 'Great!'—Build a Real AI Interview Coach with Claude Code
告别“Great!”空洞反馈，手把手用Claude Code搭建能记住你的AI面试教练
ChatGPT always says "Great!", but I remember nothing — I built a real interview tutor with Claude Code A universal pain point When using ChatGPT / Cla…
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Ask HN: Who is working on applying AI to learning?
AI如何成为学习加速器而非技能杀手？HN社区正热议自适应学习与个性化内容定制。
For me, this is the real exciting stuff. Using AI, not to atrophy existing skills in humans, but to facilitate them to learn more things, faster. I'm …