LLM变身工程学科助教，自动引用课件和视频，专家模型86%测试更优，教学辅助新范式。
arXiv:2504.08846v2 Announce Type: replace-cross Abstract: We introduce AI University (AI-U), a flexible framework for AI-driven course content deliver…
AI检测工具误判引发耶鲁学生13项联邦诉讼，一场考试如何演变成法律风暴？
A disputed exam, an unreliable detector, and one very late Apple Pages file.
美国多地学校因数字设备干扰学习效果，限制Chromebook使用，回归传统纸笔教学，值得教育界深思。
IT之家 7 月 27 日消息，据《财富》前天报道，四年前，位于美国堪萨斯州的麦克弗森中学决定在校园中禁用手机。去年 12 月起，学校要求 480 名学生停止使用 Chromebook 笔记本电脑。 校方发现，学生在没有手机后开始使用学校配发的电脑观看 YouTube 视频、玩游戏，而不是用于学习。…
Z世代为何抗拒AI进课堂？Nature观点文章提醒教育者：技术落地前，先耐心听学生怎么说。
Nature, Published online: 07 July 2026; doi:10.1038/d41586-026-02110-6 Listen to Gen Z when it comes to AI in education
把大模型装进物理课堂，用证据中心设计打造个性化解题反馈系统，教学与AI融合的新范本。
arXiv:2512.10785v3 Announce Type: replace-cross Abstract: Generative AI offers new opportunities for individualized and adaptive learning, e.g., throu…
面向可扩展与包容性教育的生成式AI虚拟导师设计，聚焦人本交互与规模化落地的平衡之道。
arXiv:2606.30662v1 Announce Type: cross Abstract: The advent of Generative Artificial Intelligence (GenAI), and in particular Large Language Models (L…
低资源LLM框架如何从论坛洞察阅读障碍学习者？这项研究给出了新思路
arXiv:2606.27619v1 Announce Type: new Abstract: Dyslexic learners increasingly use artificial intelligence (AI) tools to support reading, writing, org…
自研AI学习工具，直击学费痛点，让AI辅助学习降低成本，值得关注。
this is an ai I made, it is to try and lessen tuition fees by using the ai study. Comments URL: https://news.ycombinator.com/item?id=48686764 Points: …
Duolingo 开创了习惯养成的模式，哪些领域还缺一个“Duolingo for X”？这则 HN 讨论值得思考。
Duo opened up a new way of habit building and learning, that said, the options are endless... WHat is still up for grabs/Needed? Comments URL: https:/…
Attagram把鼓励变成每日打印魔法，孩子收到专属勇敢消息，创意亲子互动新方式
I’m building Attagram: a small printer that lives in the kitchen and prints a daily paper digest for kids. The idea came from an emerging family dynam…
AI检测器宣称1%误报率，但实际可能误判750名学生，这篇文章揭露大学面临的真实困境。
The detector said I cheated. I wrote every word myself. That's the opening line of a Reddit post from a public health student at the University at Buf…
将遗忘的仓库重建成生产级RAG系统，让学生与PDF课程资料即时对话，技术实战干货满满。
This is a submission for the GitHub Finish-Up-A-Thon Challenge What I Built AdeptAI is a production-grade AI platform for educators and students. Teac…
美国第二大教师工会要求小学课堂禁用AI，引发教育科技与儿童发展之间的激烈辩论。
IT之家 6 月 3 日消息，据外媒 Futurism 当地时间 5 月 31 日报道，美国第二大教师工会美国教师联合会发起一项大型行动，呼吁学校 禁止 AI 系统进入小学课堂，并让 iPad 等硬件设备远离低龄学生 。 美国教师联合会主席兰迪 · 温加滕在全国新闻俱乐部发表演讲，提出十项要求，核心…
用视觉-语言模型实时检测学生走神，让远程教育更懂你的专注力
arXiv:2605.20211v1 Announce Type: new Abstract: Educational videos are a cornerstone of remote and blended learning. However, learners' fluctuating at…
手写数学也能自动批改？视觉大模型让AI教育再进一步，来自AIED 2026的实证研究。
arXiv:2605.19043v1 Announce Type: cross Abstract: Automated grading systems have enabled scalable assessment for many response types, but handwritten …
加纳法律教育迎来AI助手Eskwai，探索生成式AI在发展中国家教育领域的应用潜力。
arXiv:2605.15380v1 Announce Type: new Abstract: Recent advances in generative AI have shown their potential to be leveraged for legal education. Yet, …
了解Speak如何用AI实现个性化语言学习，CEO亲述背后的技术理念与用户洞察。
A conversation with Connor Zwick, CEO & Co-founder of Speak.