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用AI重构增长：新通教育集团的实践| 2026AI Partner·北京亦庄AI+产业大会
新通教育创始人麻亚炜坦诚分享了过去五年的转型历程——从数字化基建到全员AI Must，从AI in All到AI Native新业务。她的实践证明：传统企业拥抱AI，最难的不是技术，而是让战略从董事会走到一线。 麻亚炜将AI转型划分为四个递进阶段： 第一阶段（2021-2022）：数字化基建 完成底…
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网易有道“子曰 4”多模态模型、语音合成模型全量开源
网易有道重磅开源“子曰4”多模态模型与TTS模型，教育场景数理能力达行业顶尖，支持14种语言，单卡即可运行。
IT之家 5 月 22 日消息，网易有道今日宣布，决定将“子曰”大模型 4.0 的核心双引擎 ——“多模态模型”与“语音合成（TTS）模型”， 正式面向全球全量开源 。开发者可以免费下载、部署，并基于此进行二次开发。 此次开源的“子曰 4”多模态模型（27B 参数规模）面向教育场景，支持视觉输入的数…
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"Would You Want an AI Tutor?" Understanding Stakeholder Perceptions of LLM-based Systems in the Classroom
论文揭示学生、教师等利益相关者对AI导师的真实态度，为课堂部署大模型系统提供关键洞察。
arXiv:2503.02885v3 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have gained traction in educational settings, often framed as v…
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学而思与华为平板达成独家战略合作：“四指横滑”无缝进入专属教育空间，6 月起推送升级
华为平板“四指横滑”直达学而思教育空间，软硬协同打造专属学习体验！
IT之家 5 月 21 日消息，在 5 月 20 日举办的华为鸿蒙办公新品技术沟通会上，学而思与华为平板宣布达成独家战略合作 —— “学而思学习中心”入驻华为全新推出的教育空间 。 区别于普通应用层面的合作，学而思学习中心依托鸿蒙系统能力实现系统级深度嵌入， 华为平板用户通过“四指横滑”即可无缝进入…
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Leveraging Vision-Language Models to Detect Attention in Educational Videos
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…
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Puzzled By ChatGPT? No more! A Jigsaw Puzzle to Promote AI Literacy and Awareness
用拼图游戏破解ChatGPT谜题，寓教于乐提升AI素养的创意方法
arXiv:2605.20404v1 Announce Type: new Abstract: The rapid adoption of Generative AI, including LLM-based chatbots like ChatGPT, has highlighted the ne…
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Automated Grading of Handwritten Mathematics Using Vision-Capable LLMs
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 …
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Automated Knowledge Component Generation for Interpretable Knowledge Tracing in Coding Problems
自动生成知识组件，让编程知识追踪更透明，从ACL论文看教育AI新突破。
arXiv:2502.18632v4 Announce Type: replace-cross Abstract: Knowledge components (KCs) mapped to problems help model student learning, tracking their ma…
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KASER: Knowledge-Aligned Student Error Simulator for Open-Ended Coding Tasks
ACL 2026 论文：知识对齐的学生错误模拟器，精准生成开放式编程任务中的学生典型错误，助力智能教育评估
arXiv:2601.06633v2 Announce Type: replace Abstract: Open-ended tasks, such as coding problems that are common in computer science education, provide d…
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Agentic AI Ecosystems in Higher Education: A Perspective on AI Agents to Emerging Inclusive, Agentic Multi-Agent AI Framework for Learning, Teaching and Institutional Intelligence
探讨AI Agent构建包容性多智能体框架，重塑高等教育学习、教学与机构智能。
arXiv:2605.14266v1 Announce Type: new Abstract: Integration of artificial intelligent (AI) agents in higher education is transforming teaching, learni…
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Difficulty-Controllable Cloze Question Distractor Generation
通过控制干扰项难度提升完形填空题目质量，ACL 2026 录用论文提出新方法。
arXiv:2511.01526v2 Announce Type: replace Abstract: Multiple-choice cloze questions are commonly used to assess linguistic proficiency and comprehensi…
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Estimating Item Difficulty with Large Language Models as Experts
22位作者联合研究，探索用大语言模型替代人类专家评估试题难度的方法与效果
arXiv:2605.18562v1 Announce Type: cross Abstract: Accurate estimates of item difficulty are essential for valid assessment and effective adaptive lear…
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Next.js App Router Update
Next.js官方宣布App Router更新路线，聚焦性能、稳定性与开发者教育改进。
The Next.js team is focused on performance, stability, and developer experience for the upcoming months.
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科技云报到：当AI闯入特教行业，一场颠覆变革正在发生！
AI正突破特教行业“不可能三角”，用精准个性化干预让偏远地区孩子也能享受优质康复资源。
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Cognitive-Uncertainty Guided Knowledge Distillation for Accurate Classification of Student Misconceptions
用认知不确定性引导知识蒸馏，解决学生误解分类中数据稀疏与边界模糊难题。
arXiv:2605.14752v1 Announce Type: cross Abstract: Accurately identifying student misconceptions is crucial for personalized education but faces three …
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Sycophancy is an Educational Safety Risk: Why LLM Tutors Need Sycophancy Benchmarks
LLM导师因偏好对齐沦为"讨好型"教师，论文揭示推理谄媚悖论，呼吁建立谄媚基准以保障教育安全。
arXiv:2605.14604v1 Announce Type: new Abstract: This position paper argues that effective tutoring requires corrective friction: surfacing misconcepti…
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How I Built A Game to Help My Kids Learn
为了帮孩子学数学，他放弃看视频，亲手开发了一个游戏——程序员爸爸的硬核育儿法。
So, my kids' math teacher sent home a YouTube video on place values and ascending order. It was good, but watching it wasn't doing much. So over the w…
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The next phase of OpenAI’s Education for Countries
OpenAI全球教育计划升级，与多国合作推广AI教学，提升师生学习体验。
OpenAI advances Education for Countries, expanding AI adoption in schools with new partnerships, teacher training, and tools to improve global learnin…
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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 …
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搜狐张朝阳：AI 时代科普应注重原理和推导，过度依赖 AI 易致“思维萎缩”
免费在线学习平台，通过视频讲解和互动练习帮助你深入理解数学与科学原理，避免被动接收信息导致的思维萎缩
IT之家 5 月 19 日消息，2026 搜狐科技年度论坛于 5 月 17 日在北京举办，搜狐创始人、董事局主席兼首席执行官、物理学博士张朝阳带来了一堂主题为《从 Rindler 时空来理解等效原理》的进阶物理课。 据新浪科技消息，谈及 AI 对科普领域的影响时，张朝阳直言，“AI 技术为基础科学的…