从零开始用Docker自架Outline Wiki，整合Gitea OIDC登录并准备AI知识库，附实战避坑经验，含Claude辅助技巧。
Outline Wiki 自架教學（一）：Docker 安裝、Gitea OIDC 與 AI 知識庫準備 本篇要解決的問題 公司開發團隊裡，想架一套內部的知識庫，又要能支援 AI，常見的痛點有幾個： 文件資料留在自己的機器上，不對外，以免洩露商業機密。 想要加上 AI？得付 $$，比如 Notion…
最新研究让LLM更懂教学，精准纠正数学错误，教育AI迈向实用化。
arXiv:2606.21502v1 Announce Type: new Abstract: Large language models have strong potential for use in intelligent tutoring systems, but they often fa…
最后一天报名！2天密集实战课程带你精通Claude Code，6月18日开课，错过等下一期。
We’re launching Cohort 2 of our 2-day intensive, cohort-based course, Build with Claude Code, taught by John Kim, who has trained hundreds of en…
LLM与GNN协同教学攻克少样本图学习难题，双模型互补超越单打独斗。
arXiv:2606.11583v1 Announce Type: new Abstract: Text-attributed graphs (TAGs) underlie real-world applications such as citation networks, social media…
探讨AI如何重塑数学领域，从证明到教学，带来变革与挑战。
Article URL: https://www.nytimes.com/2026/06/05/podcasts/hardfork-ipo-math.html Comments URL: https://news.ycombinator.com/item?id=48450072 Points: 1 …
ICML 2026新研究：MoDA调制适配器提升教学型多模态LLM的细粒度视觉定位能力。
arXiv:2506.01850v2 Announce Type: replace-cross Abstract: Multimodal Large Language Models (MLLMs) have achieved remarkable success in instruction-fol…
人类数学教学法能否教语言模型做算术？GASING方法带来训练新思路。
arXiv:2606.05106v1 Announce Type: cross Abstract: We investigate whether methods of human mathematics pedagogy can guide the training of language mode…
挑战强代码代理是更好教师的假设，揭秘交互轨迹训练终端代理的关键——Terminal-Lego流水线可扩展解耦多因素。
arXiv:2606.03461v1 Announce Type: new Abstract: Stronger code agents are commonly assumed to be superior teachers for post-training, yet this assumpti…
将Karpathy的LLM教学语料库精心设计为交互式HTML维基，视觉友好、内容系统，适合深度学习大模型知识。
Article URL: https://benzales.github.io/notes/ Comments URL: https://news.ycombinator.com/item?id=48374827 Points: 2 # Comments: 0
Python代码易暴露，用混淆技巧为算法与商业逻辑穿上“铠甲”
You've built something valuable in Python. Maybe it's a proprietary algorithm, a business logic engine, or an AI application with carefully crafted pr…
用AI驱动的数字助教SortingHat，重新定义操作系统课程教学方式，突破传统教育局限。
arXiv:2606.00015v1 Announce Type: cross Abstract: Operating Systems (OS) courses are among the most challenging in computer science education due to t…
无需额外训练，仅靠优化提示就能让大模型成为优秀数学导师，LLM教学能力被严重低估。
arXiv:2605.27088v1 Announce Type: cross Abstract: Aligning LLMs for math tutoring typically requires RL-based training with multi-GPU infrastructure. …
虚拟化身与AI结合，革新歌唱教学大纲设计，作者提出重授权框架赋能课程创作。
arXiv:2508.11872v3 Announce Type: replace-cross Abstract: Traditional syllabi often function as static reference documents rather than engaging introd…
悬赏$100为Fresh IDE添加epub阅读功能，用Rust打造教学工具的新需求。
I donate to open source, and I'm loving the new Fresh IDE TUI for teaching students. I found it after trying astronvim, helix, zed, micro, etc. I'm of…
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…
回顾Web早期“查看源代码”的开放学习方式，反思当今移动设备上该功能的缺失，引人深思。
Anil Dash on the early promise of the web : For the first few years of the web, the fundamental way that people learned to build web pages was by usin…
介绍EmbGen方法，利用重组语料库革新机器学习教学，探索自适应系统新范式。
arXiv:2605.19394v1 Announce Type: new Abstract: Adapting small instruction-tuned models to specialized domains often relies on supervised fine-tuning …
为讲师量身打造，用类比与视频让教学更生动，论文提出新方法。
arXiv:2605.16295v1 Announce Type: cross Abstract: We present ANVIL, a multimodal generative system that automates the production of analogy-based inst…
OpenAI 用可解释且具教学性的示例，帮你直观理解 AI 模型的推理逻辑