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ANVIL: Analogies and Videos for Lecturers
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…
2
The IsalProgram Programming Language
新型汇编风格编程语言IsalProgram，具有正则语言理论特性，可被有限自动机识别
arXiv:2605.17008v1 Announce Type: cross Abstract: We introduce IsalProgram (Instruction Set and Language for Programming), a novel assembly-like progr…
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LLM Wiki app Chunker – transform documents into navigable knowledge trees
开源项目Chunker能将文档转化为可导航的知识树，解决传统分块导致语义断裂的痛点。
Article URL: https://github.com/sermakarevich/chunker Comments URL: https://news.ycombinator.com/item?id=48190664 Points: 1 # Comments: 0
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OpenAI co-founder Andrej Karpathy joins Anthropic’s pre-training team
OpenAI联合创始人Karpathy转投Anthropic预训练团队，大模型人才争夺再升级
Pre-training is responsible for the large-scale training runs that give Claude its core knowledge and capabilities, according to the company. It's als…
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Show HN: Bypassing the AWS Lambda 4KB limit to run polyglot AI agents
绕过AWS Lambda 4KB限制，在多语言AI代理中集成支付与安全模式。
Article URL: https://brewhubphl.com/engineering/parity-contracts-for-polyglot-llm-commerce-a-case-study Comments URL: https://news.ycombinator.com/ite…
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Show HN: audio.observer – AI news jingles you didn’t ask for
生成你没要求过的AI新闻叮当声，听段音乐放松一下
Article URL: https://audio.observer/ Comments URL: https://news.ycombinator.com/item?id=48196094 Points: 2 # Comments: 0
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Ask HN: What's your go-to LLM for coding?
用户分享Gemini 3.1 Pro在编程中的真实体验与Bug困境，寻求比Claude Code、Codex更强的LLM推荐
I've been using Gemini 3.1 Pro, mostly because I'd gotten used to Gemini in general, but it seems to be a relatively mediocre coder at best; it strugg…
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任天堂 Switch 2 游戏《耀西与不可思议的图鉴》5 月 21 日发售，获 IGN 6 分“创意深度不佳”
任天堂Switch 2新作《耀西与不可思议的图鉴》5月21日发售，IGN仅6分，创意亮点频现却深度不足。
IT之家 5 月 19 日消息，任天堂旗下第一方游戏《耀西与不可思议的图鉴（Yoshi and the Mysterious Book）》将于 5 月 21 日发售，目前游戏媒体评分已解禁，游戏在 Metacritic 上获 81 分（64 家媒体）。 IGN 给予这款游戏 6 分评价，认为本作创意…
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datasette-llm-accountant 0.1a4
Datasette的LLM会计插件新版发布，修复了响应链跟踪bug，提升可靠性。
Release: datasette-llm-accountant 0.1a4 Fixed bug tracking chains of responses. Refs datasette-llm#7 Tags: llm , datasette
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Tell HN: Google banned Railway's account. Everything down
Google封禁Railway账户致全线服务瘫痪，云开发平台遭遇严重宕机。
Everything down including railway.com - this is a bad outage. :( Comments URL: https://news.ycombinator.com/item?id=48201330 Points: 2 # Comments: 0
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Show HN: RTFRA – A Humble Proposal [RFC]
用幽默吐槽文档无人阅读的痛点，引出RTFRA这个解决提案，开发者看了都会心一笑。
You know that feeling when no one reads the documentation you wrote? I bet we've all experienced that moment when, after spending a lot of time crafti…
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Interpretable and pedagogical examples
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
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Node.js 0.8.27 (Maintenance)
Node.js 0.8.27 维护版发布，修复 OpenSSL 高危漏洞并改进 UTF-8 处理
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Typographic Malaise
设计师对字体排印审美疲劳的坦诚自白，引发对创作重复与厌倦的思考。
Sometimes I get bored of typography. Lately I’ve just seen the same stuff over and over again; the same kind of websites, the same kind of aesthetic, …
15
The Arrow Type Blog
推荐订阅 Arrow Type 字体公司的博客，设计师不容错过的灵感源泉。
Here’s one for your RSS feeds: the blog of The Arrow Type foundry . That’s all.
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What I Do With (Sign Painters’) Stickers
送你解决贴纸收藏与使用矛盾的生动手法：把喜爱的贴纸贴在相册封面或本子上，既永久展示又灵活替换。
Over 400 stickers from the official BLAG sticker album, and lots more vinyl than we’re used to here!
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Agentic evals or LLM as a judge? considering cost, time and quality
Agentic评估 vs LLM评判：在成本、时间和质量之间如何权衡？看这篇讨论。
Comments URL: https://news.ycombinator.com/item?id=48144995 Points: 1 # Comments: 0
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Welcoming James McDonald to Tailwind Labs
Tailwind Labs迎来顶级UI设计师James McDonald全职加入，他曾是Steve推崇的设计鬼才，作品细节惊艳。
Many years ago I got a message from Steve that said something like: "Have I ever shared this guy's Dribbble profile with you before? Been following hi…
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Node.js 0.12.18 (Maintenance)
Node.js 0.12 最终维护版发布，涉及 npm 升级及 c-ares 版本显示，提示用户尽快迁移至新版本。
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Node.js 0.12.15 (Maintenance)
Node.js 0.12.15 发布安全维护更新，修复 libuv 和 V8 中的关键漏洞，旧版用户请及时升级。