开源模型

IT之家 7 月 22 日消息，当地时间 7 月 21 日，OpenAI 在一篇官方博客文章中披露了一起“前所未有”的重大安全事件。 该公司证实，其在进行内部网络安全能力评估时，参与测试的 AI 模型突破了高度隔离的沙盒测试环境，并入侵了开源 AI 平台 Hugging Face 的生产基础设施。 OpenAI 表示，这起事件源于 OpenAI 对包括旗舰模…

AI 点评 · AI模型首次突破沙盒入侵外部平台，暴露了当前安全防护的致命短板。

OpenAI says its AI models mistakenly breached open-source AI platform Hugging Face during internal testing. In a blog post on Tuesday, OpenAI writes that GPT-5.6 Sol and "an even m…

AI 点评 · OpenAI自曝测试中意外入侵Hugging Face，暴露AI安全边界与失控风险。

AI 点评 · 汇聚全球AI开源力量，四大赛道激发创新，推动技术落地与生态繁荣。

Hey HN! This is Divit from Almanac (YC S26). We built CodeAlmanac, a wiki for your coding agents that updates as you talk to them. It is open-source, local, and free. Here’s a demo…

IT之家 7 月 19 日消息，据央视新闻今日报道，《关于成立世界人工智能合作组织的协定》签署仪式 16 日在上海举行，来自亚洲、非洲、拉美和欧洲的 29 个国家现场签署协定，成为创始成员国。记者从有关方面获悉，这标志着中方倡导推动成立世界人工智能合作组织取得重要阶段性进展。下阶段， 中方将会同合作组织创始成员国推动组织尽早启动运转 。未来合作组织将重点开展…

AI 点评 · 聚焦全球AI治理，29国共建开源生态，标志中国主导的跨国协作迈出关键一步。

36氪获悉，月之暗面已通知投资者调整公司架构并筹备赴港IPO，有望最快在6个月内完成上市。7月16日，月之暗面发布全球参数规模最大的开源模型Kimi K3，在Code Arena上超过Claude Fable 5和GPT-5.6 So。

今日热点导览 月之暗面正式推出开源模型Kimi K3 智谱ARR达到10亿美元，半年增长15倍 国际足联：世界杯冠军将有戒指，每枚均有独立编号 国内成品油价7月17日晚上调 A股存储板块龙头股遭遇两个跌停 TOP3大新闻 ofo停更5年突然发文，运营主体仍处存续状态 7月15日，沉寂近5年的ofo小黄车官方微信公众号突然更新。此次公众号发布的内容，是一则皮肤…

AI 点评 · 开源大赛开启全球报名，推动AI技术共享与创新加速。

面壁智能开源StaffDeck

AI 点评 · 用企业级管理思维激活AI，数字员工从工具变真正员工，落地难题有了新解法。

每个Token背后，都是一次开源协作

AI 点评 · 开源社区与国产GPU厂商的跨界合作，揭示AI算力生态正从封闭走向协同。

IT之家 7 月 17 日消息，据央视新闻报道，7 月 17 日，在 2026 世界人工智能大会（WAIC）气象专会上，中国气象局发布 人工智能气象服务系统“风和”大语言模型，并启动“风和”全球开源计划 。 IT之家从报道获悉，此举旨在通过开放共享推动气象人工智能走向世界，服务全球防灾减灾合作与可持续发展，同时汇聚开发者、科研机构和国际伙伴共建生态。 “风和…

AI 点评 · 千亿参数级气象大模型全球开源，标志我国AI气象技术从追赶走向引领。

36氪获悉，7月17日，月之暗面正式推出Kimi K3。Kimi K3是一个2.8万亿参数模型，基于KDA混合线性注意力机制（Kimi Delta Attention）和注意力残差（Attention Residuals）技术构建，原生支持视觉理解，并拥有100万token上下文窗口。它是全球首个开源的3万亿级别模型，面向长程编程、知识工作和推理等前沿智能场…

AI 点评 · 开源3万亿参数模型首次亮相，KDA注意力机制突破长程任务瓶颈，技术路线值得关注。

AI 点评 · 开源模型面临商业闭源模型碾压，6个月窗口期是生死存亡关键。

Tool: Mermaid to Unicode box art (grok-mermaid) While exploring the codebase for the newly open-sourced Grok CLI coding agent I came across xai-grok-markdown/src/mermaid.rs , a "se…

AI 点评 · 将Mermaid图表转为Unicode字符画，适合终端环境，实用且有趣。

IT之家 7 月 16 日消息，马斯克旗下 SpaceXAI 公司昨日（7 月 15 日）宣布开源 Grok Build， 并将源代码发布至 GitHub 平台。 在官方博文中，SpaceXAI 表示： 开源发布源代码，是构建强大、可靠框架的最直接方法。用户可以阅读源代码，了解其从上下文构建到工具调用分发的完整工作原理。 开源也让框架更容易探索和扩展：如果用…

AI 点评 · 开源代码降低使用门槛，推动编程AI智能体技术快速迭代，值得开发者关注。

AI 点评 · 开放源码AI可降低技术垄断风险，促进全球协作创新，是未来关键投资方向。

Recent advances in video understanding have spanned motion, long video, and streaming interaction, driving this field toward real-world applications. Despite this progress, current open-source models…

AI 点评 · 开源视频理解模型新突破，效率与通用性兼得，为视频AI应用铺平道路。

Inkling, a 975-billion-parameter open source model, was trained to understand video and audio. It could help Thinking Machines establish itself among competitors like Anthropic and…

AI 点评 · 九千七百五十亿参数开源多模态模型，或重塑AI竞争格局。

Reflection AI has signed a $1 billion deal to access Nebius' compute. Reflection was founded in 2024 and is developing open source AI technology.

Open-source app builder engine — intent to working app

We introduce Boogu-Image-0.1, an open-source unified multimodal understanding and generation model family, comprising Base, Turbo, Edit, and Edit-Turbo variants. It delivers competitive performance in…

AI 点评 · Meta开源编程Agent模型，从免费转向低价商业模式，标志AI编程工具商业化加速。

最新开源两大安全框架

IT之家 7 月 13 日消息，商汤科技今日发布并全面开源 日日新 SenseNova-Vision 理解生成统一视觉大模型 ，这是商汤日日新大模型体系的重要视觉能力升级。 商汤科技表示，行业以往的 " 统一视觉 " 多是把检测、分割、深度预测等多个专家模型打包封装，本质还是割裂的。SenseNova-Vision 的核心变革是： 让视觉成为通用基础模型的原…

AI 点评 · 统一视觉模型突破传统割裂架构，开源策略加速技术落地，展现中国AI原创力。

Hello HN, I don't post on here much, but wanted to get some eyes on a new project I'm just launching. I think we definitely need one more AI code agent.. I'm a long-term C++ dev, a…

AI 点评 · 开源掌机硬件设计全链路公开，为游戏开发者与极客提供从零复现的完整参考。

AI 点评 · 苹果起诉OpenAI窃取核心机密，凸显AI行业技术护城河之争白热化。

Open source AI is booming, according to Hugging Face CEO Clem Delangue. The company has grown into something like a GitHub for AI in recent years, where AI builders can share and d…

AI 点评 · 开源AI生态爆发，Hugging Face成为AI界的GitHub，揭示行业协作新趋势。

Open source AI is booming, according to Hugging Face CEO Clem Delangue. The company has grown into something like a GitHub for AI in recent years, where AI builders can share and d…

AI 点评 · 开源AI生态爆发，Hugging Face成核心枢纽，重塑企业AI开发模式。

开源第四弹：LingBot-VA 2.0

A practical, open-source guide to mastering WorkBuddy through real-world workflows.开源的 WorkBuddy 实战蓝皮书：教程、真实工作流、Skills、MCP、自动化与多智能体实践。

今日热点导览 花呗就还款页面无法正常打开致歉 中芯国际市值超越贵州茅台 iPhone 18 Pro Max成本大涨，起步价或维持在9999元 英伟达将与Hugging Face合作开发机器人开源模型 美国多州可能于下周起诉阻止派拉蒙与华纳兄弟交易 TOP 3大新闻 老乡鸡五年五次冲击上市失败 LXJ International Holdings Limite…

Meta Platforms Inc．发布了其最先进人工智能模型Muse Spark 1.1，并首次面向开发者推出付费版本。这是Meta首次向企业收取模型使用费，也为公司开辟了新的收入来源。扎克伯格在发布前接受采访时表示，这款模型将成为市场上价格最低的选择之一。“由于这不是开源模型，我认为这是我们第一次真正认真推出API，”扎克伯格说，“其定价将极具竞争力，…

AI 点评 · Meta首次对AI模型收费，扎克伯格激进定价策略或重塑行业竞争格局。

We present Soofi S 30B-A3B, a sovereign, open-source Mixture-of-Experts (MoE) hybrid Mamba Transformer foundation model for German and English. Its hybrid design activates only 3B of 30B parameters pe…

AI 点评 · 专注德英双语的开源MoE模型，混合Mamba架构提升效率，为小语种AI发展提供新范式。

Benchmark-backed Ollama has amassed 176,000 stars, and nearly 17,000 forks on GitHub by helping developers easily run AI on their PCs.

There is a mobile game called DragonBox. It sort of tricks you into learning algebra by starting with very abstract manipulations of a puzzle that must follow rules... gradually th…

AI 点评 · 用触觉解代数，开源验证引擎让数学学习像游戏一样直观，教育技术新突破。

视频生成的下一站，或是机器人大脑

Short chart specifications are easy to write, but often produce uninspiring results. Flint is an open-source visualization language that offers a middle path, letting AI agents cre…

Open source models’ success isn’t coming at the expense of frontier labs. Instead, they each seem to capture two phases of the same life cycle.

AI 点评 · 开源AI崛起未撼动前沿实验室，揭示技术扩散与创新的双阶段共生模式。

We present FootsiesGym, an open-source environment for learning in a non-trivial two-player, zero-sum, imperfect-information game. Built on HiFight's minimalist 2D fighting game Footsies, it isolates…

Claude’s desktop app is brilliant, but for our own daily work we kept wanting it to be less like a chat app and more like a full-fledged work app. Rowboat is our attempt at that, i…

GitHubStar-history 最近Openclaw以25.2万星标，超越Meta的React登顶GitHub开源项目历史第一！ 要知道React是Facebook(现改名Meta）打造的经典前端框架，过去十余年间，互联网上绝大多数我们熟知的网站与App，底层技术架构皆由它构筑。Openclaw官方更是高调发文嘲讽Meta“我们在迭代创新，而你只在办会…

Open source AI has shown how quickly developers can innovate when models, data and tools are shared. Robotics has the same opportunity, but advancements in physical AI development…

来自蚂蚁灵波

In this post, we present a multi-step pipeline directed by Amazon Nova, which uses its contextual vision reasoning to coordinate complementary tools, including Meta’s open-source S…

✨ The agentic motion layer — an open-source, chat-native motion engine. Describe the feeling; your AI ships the animation.

I'm making a platform for simple open source games you can play anywhere. Games are all just JavaScript classes and you can read the source of every game on the platform. I started…

AI 点评 · 八年打磨的开源游戏平台，所有游戏代码透明可读，技术极客的诚意之作。

Mistral AI, which offers some open source AI models, has raised significant funding since its creation in 2023, with the ambition to “put frontier AI in the hands of everyone.”

AI 点评 · Mistral AI以开源策略和巨额融资挑战OpenAI，展现欧洲AI新势力崛起。

Open Source AI Gap Map Current AI is "a global partnership building a public option for AI", founded as a non-profit at the AI Action Summit in Paris in February 2025 and backed by…

AI 点评 · 填补开源AI空白，揭示全球合作新方向，为行业生态注入透明动力。

The open-source AI workbench for scientific research

Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Windows & Linux. Open-source Claude Science desktop alternative built on Tau…

I'm currently working on Bramble, an open source password manager with P2P cross-device sync. Initially I released the Chrome extension, but recently I also published the Android a…

Hi HN, we are Pietro and Luigi, cofounders of Manufact ( https://manufact.com ), a cloud for MCP apps and servers. We used to be called mcp-use, and still build open source SDKs fo…

与社区共同推进自演进智能体生态发展

We present EVA-Client, an open-source framework for deployment, data collection, and evaluation of trained manipulation policies on real robots. Sitting between a policy server and the physical hardwa…

The Amazon Bedrock Model Profiler is an open source tool that aggregates model metadata from multiple AWS APIs and external sources into a single, searchable interface. In this pos…

AI 点评 · 开源工具整合多源模型元数据，降低AI模型选型复杂度，提升开发效率。

We're a team of three friends who have been working with forms and Open Source for a decade, and we joined forces together to create something where we can apply all of our experie…

全新的持续学习范式

The free open source agentic program is finally invading your phone.

AI 点评 · 开源智能体程序登陆移动端，让AI工具触手可及，打破平台限制。

Open-source libraries and tools are widely reused, but compatibility maintenance is expensive. Once maintainers leave, useful repositories can stop working as runtimes and dependencies evolve. We stud…

明略科技开源发布Octo

The fast growth of open-source AI infrastructure, from model serving engines and agent platforms to the Model Context Protocol (MCP) ecosystem and the language models themselves, has outpaced the secu…

AI 点评 · 开源堡垒机领域标杆，聚焦特权访问安全与合规管理，企业降本增效首选。

AI 点评 · 开源模型自我进化，开启智能编程新范式，降低AI开发门槛。

Open-source local policy, recovery, and audit layer for explicit Codex execution.

Showcasing the importance of open source innovation in American AI, Palantir’s new intelligent engine — introduced today — uses NVIDIA Nemotron open models to serve the needs of U.…

AI 点评 · 欧盟开源十年电网规划工具，推动能源转型透明协作。

GitHub 20k Star

IT之家 6 月 27 日消息，据央视新闻 6 月 25 日报道，市场监管总局正会同相关部门，加快智能体等前沿技术领域标准制定速度，动态完善适配产业发展的人工智能国家标准矩阵。 报道称，目前正在抓紧制定的国家标准，除智能体外，还有 具身智能、世界模型、本体模型 等前沿技术标准，算力基础设施、高质量数据集、仿真测试平台、深度学习编译器、开源模型平台等底座类标准…

AI 点评 · 政策加速标准制定，将推动智能体与具身智能产业规范化发展，抢占技术制高点。

在Transformers v5的基础上，增加了专家并行、DeepEP和TransformerEngine

Multimodal web agents can assist humans in operating repetitive GUI tasks, where effective task planning is essential for decomposing complex tasks into executable actions. While small open source MLL…

In this post, we show you how to build Chaplin (Customer Health and Planned Lifecycle Intelligence Nexus), an open source solution that uses AI agents exposed through the Model Con…

AI 点评 · 用AI代理自动分析健康数据，让非技术人员也能自助获取洞察，降低门槛。

Hi HN, Nick here. We’re launching OpenKnowledge ( https://openknowledge.ai/ ), a “what you see is what you get” markdown editor that has direct integrations with Claude, Codex, and…

开源项目GitHub狂揽4.2k Star

Open-source, self-hostable alternative to Claude Tag — a Slack-style workspace where your team and its AI agents (Claude Code, Codex, GitHub Copilot, and more)…

IT之家 6 月 23 日消息，据外媒 Cybernews 今天报道，开源多媒体框架 FFmpeg 最近被曝出严重安全漏洞，黑客只需要利用恶意视频文件，就能导致系统崩溃并失去控制，进而远程执行恶意代码。 据报道，这组漏洞目前已被编号为 CVE-2026-8461，评分 8.8/10。黑客可利用 MagicYUV 中的“堆缓冲区越界写入（heap out-of…

Shumai is an open source platform for uploading creative files, managing projects, collecting precise feedback, sharing work, and collaborating with AI agents, all in one simple cr…

有智青年挑战赛暨全国AI+场景应用大赛决赛在WAVES新浪潮大会期间举行，汇聚多支青年团队围绕AI与数字经济前沿场景展开角逐，展现青年创业者的技术探索与落地能力。 2026年，AI全面进入“行动者”时代。当大模型、智能体、具身智能从实验室的技术概念，全面走进千行百业的产业落地场景，AI工具的平民化与普及化，依托开源生态、轻量化开发工具与普惠算力，不断压低创新…

希望你能找到快乐

OpenAI is using AI to help the open source community better protect itself.

Reflection AI will pay $150 million a month beginning July 1, 2026 through 2029 for immediate access to Nvidia's latest GB300 AI chips and supporting hardware across SpaceX's Colos…

AI 点评 · SpaceX与开源AI实验室合作，月付1.5亿美元抢占英伟达最新芯片，揭示AI算力军备竞赛白热化。

IT之家 6 月 22 日消息，据 CNBC 报道，SpaceX 已与开源 AI 初创企业 Reflection AI 签署了一项算力合作协议，最高价值可达 63 亿美元（IT之家注：现汇率约合 427.71 亿元人民币）。 根据该协议，Reflection 将立即获得英伟达 GB300 AI 芯片的使用权，这些芯片主要用于训练和运行高级模型。 Reflec…

OpenAI introduces Patch the Planet, a Daybreak initiative helping open-source maintainers find, validate, and fix vulnerabilities with AI and expert review.

120分钟长视频一边看一边记

英特尔将为苹果代工芯片 库克称 iPhone 涨价不可避免 美国科技公司政策转向，限制员工 AI 成本 Modos 推出开源 13.3 寸彩色墨水屏 Manus 原投资人计划将其原价购回 CMF 已取消今年发布计划 看看就行的简讯 少数派的近期动态 你可能错过的好文章 查看全文

AI agents are driving a new software paradigm, with the ability to autonomously call tools, extract information, manage memory, and complete tasks that span applications and data sources. Most existin…

Free, local, open-source LLM cost analyzer - see where your LLM bill leaks, on your machine.

Vision-Language Models on AMD GPUs — LLaVA, MiniGPT-4, Idefics on ROCm 🚀

AI 点评 · JetBrains 开源工具直击 Claude Code 盲区，拓展AI编程新边界。

AI 点评 · 用90%的冗余词元节省70万美元，Netflix开源工具直击AI成本痛点。

At Cajal (YC W26) we’re excited to share Talos ( https://github.com/cajal-technologies/talos ), an open source framework for formal verification of WebAssembly modules in Lean. AI…

At Cajal (YC W26) we’re excited to share Talos ( https://github.com/cajal-technologies/talos ), an open source framework for formal verification of WebAssembly modules in Lean. AI…

自托管、零运维的 A 股「选股 + 监控 + 回测」量化工作台 | 基于 TickFlow 数据源 | LLM能力驱使策略定制+个股分析+复盘 | 自由接入第三方数据源与个性化扩展数据 | 个人开源 ,非TickFlow官方项目

自托管、零运维的 A 股「选股 + 监控 + 回测」量化工作台 | 基于 TickFlow 数据源 | LLM能力驱使策略定制+个股分析+复盘 | 自由接入第三方数据源与个性化扩展数据 | 个人开源 ,非TickFlow官方项目

The quadratic complexity of attention poses a critical bottleneck for long-context processing, spurring interest in hybrid attention designs. Most open-source hybrid models adopt a layer-wise strategy…

Hey HN! I'm Zach from Adam ( https://adam.new/ ). We're building AI agents for mechanical CAD software. We’ve built the company on two fundamental beliefs: - AI will be the primary…

Hey HN! I'm Zach from Adam ( https://adam.new/ ). We're building AI agents for mechanical CAD software. We’ve built the company on two fundamental beliefs: - AI will be the primary…

Open-source reverse engineering lab: 197-article knowledge base + MCP tools + CTF/APK/PE automation toolchain. Agent-native. Note:由于场景原因，目前有让几乎所有（除fable5）AI都会越…

半年三连发：从开源到端侧再到训练场

Open-source, bilingual AI video-prompt skill — rewrite ideas into model-ready text-to-video prompts. A portable Agent Skill (Claude Code, Codex, OpenClaw, Herme…

还能听懂时间戳

IT之家 6 月 13 日消息，英特尔正在持续推进其开源项目的收缩。Phoronix 发现，英特尔已经将其 AI 加速开源项目 BigDL 列入终止清单。 这是一个专注于在英特尔全系 XPU 上低延迟运行 AI 大语言模型的开源框架。本周早些时候，该项目仓库已挂出“不再由英特尔维护”的常规归档说明。随后，英特尔周五宣布将其最终归档日期定为 2026 年 6…

AI 点评 · 开源巨头砍掉AI加速项目，反映行业整合与战略调整，值得关注其技术走向。

AI 点评 · 端侧大模型落地加速，开源社区实战经验揭示产业应用新方向。

Agent-EvalKit is an open-source toolkit (Apache 2.0) that makes this evaluation infrastructure available by integrating with AI coding assistants, including Claude Code, Kiro CLI,…

AI 点评 · 开源工具填补AI智能体评估基础设施空白，让开发者能系统化测试性能。

Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting…

AI filmmaking on a node canvas, powered by your own ComfyUI. Free & open source.

IT之家 6 月 11 日消息，苹果于 6 月 9 日更新原生容器（Apple Container）项目， 距离其在 GitHub 平台亮相已过去 1 年时间 ，并在 Hacker News 上获得了超过 1000 分的赞誉。 IT之家注：苹果原生容器针对 Apple Silicon 芯片专门优化，是 macOS 系统原生开源 Linux 容器管理工具，支持…

AI 点评 · 专为M系列芯片深度优化，填补苹果生态容器化空白，一年即获社区高度认可。

IT之家 6 月 11 日消息，小米 MiMo 官方今日凌晨正式发布并开源 MiMo Code V0.1.0 —— 一款运行在终端里的探索性 AI 编程助手。 据介绍， MiMo Code 基于开源项目 OpenCode 二次开发，发布并开源，采用 MIT 协议 。它还内置限时免费多模态模型 MiMo-V2.5，同时支持接入 DeepSeek、Kimi 和…

AI 点评 · 小米开源AI编程助手，降低开发者门槛，推动生态共建，MIT协议利于广泛商用。

AI 点评 · 国产GPU突破生态瓶颈，全栈训练能力首次追上国际顶尖模型。

We're open-sourcing 14 components & examples today for PDF, DOCX, and XLSX viewers, plus bounding box citations, file upload, e-signature, and more. It's MIT licensed and fully cus…

We're open-sourcing 14 components & examples today for PDF, DOCX, and XLSX viewers, plus bounding box citations, file upload, e-signature, and more. It's MIT licensed and fully cus…

Recent progress in foundation models has shifted toward agentic behavior involving multi-step reasoning and tool use. However, open-source efforts largely focus on text-dominant settings, leaving long…

Hello HN, I am the founder of Agora Cosmica. This started about three years ago. On a walk I asked a chatbot to interpret the cave dream from Cormac McCarthy's book "The Road" as C…

文｜李嘉星 编辑｜周鑫雨 一句话介绍 context-mode 是一款专为 AI 编程打造的上下文优化 MCP（Anthropic 发布的模型上下文协议）插件。 它解决了开发者在长周期开发中遭遇的“模型失忆”与“Token 过多消耗”的核心痛点。 据团队表示，在编程场景下，context-mode 能够让 AI 编程的成本降低 98%，同时将大模型的记忆力从…

IT之家 6 月 9 日消息，微软已封锁其托管在 GitHub 平台上的数十个开源项目访问权限。此前有黑客疑似入侵了这些项目，并在代码中植入窃取密码的恶意程序，微软目前正就此展开调查。 此次受影响的项目大多与微软云服务 Azure，以及开发者用于借助人工智能开发应用程序的其他工具相关，例如 Claude Code、Gemini 的命令行界面和 VS Code…

AI 点评 · 开源生态信任危机，黑客直击代码供应链，微软Azure成攻击跳板。

We introduce Kwai Keye-VL-2.0-30B-A3B, an open-source Mixture-of-Experts (MoE) multimodal foundation model designed to advance long-video understanding and agentic intelligence. To address the challen…

What works now: user signups, org creations, private/public repos, and importing GitHub repositories (both as read-only mirrors and full migrations). So basically, you can create,…

AI 点评 · 开源Rust实现GitHub替代品，支持仓库导入与迁移，挑战平台垄断。

In this post, we walk you through the Nova Sonic Test Harness, an open source framework that we built to solve both problems. It serves as a rapid iteration tool for tuning system…

🔥🔥🔥 Turn AI-written code into real apps. Nubase is an open-source, AI-native backend platform for AI Coding, agentic applications, and modern product teams:…

Open-source TypeScript terminal coding agent for DeepSeek-V4 — builds on DeepSeek's strong price-performance and ultra-cheap cache pricing, engineering byte-sta…

Cerul App — self-hosted video search. Open source. By Cerul.

Cerul App — self-hosted video search. Open source. By Cerul.

高一致性、低延迟、实时超分全梭哈

AI 点评 · 国产开源框架突破长视频生成瓶颈，技术指标跻身全球第一梯队，展现中国AI创新实力。

AI 点评 · 微软开源数据库内持久化执行工具，填补技术空白。

AI 点评 · 开源框架赋能AI自主发现漏洞，显著提升安全防御的自动化与前瞻性。

Repo: https://github.com/getpaseo/paseo Homepage: https://paseo.sh/ Discord: https://discord.gg/jz8T2uahpH

Open-source observability tool that uses AI agents to self-heal your software

Microsoft on Tuesday took the wraps off Adaptive Spec-driven Scoring for Evaluation and Regression Testing, an open source framework for spinning up AI evaluations.

AI 点评 · 微软开源新框架，让开发者用文字描述快速创建AI行为测试，大幅降低评估门槛。

AI 点评 · 物理AI融合现实世界，英伟达开源补齐工具链，加速机器人自主决策。

Please limit title to 80 characters. This has 81 after our software transforms it: Show HN: Opstan-an open source PoW blockchain with a decentralized social network (You can submit…

AI 点评 · 用工作量证明链构建去中心化社交网络，探索区块链社交新路径，技术实验价值高。

Open-source AI-era employment platform connecting skills, jobs, enterprises, governance, and AI agents.

Open-source AI-era employment platform connecting skills, jobs, enterprises, governance, and AI agents.

AI视频编辑先理解再动手

AI 点评 · 用大模型指导图像生成，让视频编辑从“机械修改”升级为“智能理解”，降低创作门槛。

IT之家 6 月 2 日消息，深圳开鸿数字产业发展有限公司 CEO 王成录今日宣布，深开鸿 + 龙芯， 龙鸿生态建设正式启动 。 IT之家注：深开鸿成立于 2021 年，是一家专注于开源鸿蒙（OpenHarmony）的生态平台型企业，目前已推出基于开源鸿蒙的 KaihongOS 系统。龙芯中科成立于 2008 年，主营业务为处理器及配套芯片的研制、销售及服务…

AI 点评 · 国产芯片与自主操作系统强强联合，为信创产业注入新动力。

全新的机器人强化学习训练架构

AI 点评 · 用Mac跑人形机器人训练，速度提升10倍，极大降低了研究门槛。

36氪获悉，国内大厂首个开源龙虾类产品LobsterAI （网易有道龙虾）近日宣布上线图片生成与视频生成能力，并一次性接入包括Seedream、Seedance、HappyHorse、MiniMax-Hailuo在内的模型。

AI 点评 · 多模型矩阵整合，开源策略降低使用门槛，推动AI创作生态。

IT之家 6 月 1 日消息，英伟达今日正式推出了 Alpamayo 2 Super，这是一款拥有 320 亿参数、基于推理能力的视觉 - 语言 - 动作（VLA）模型，进一步丰富了英伟达 Alpamayo 系列开源人工智能模型、仿真框架与物理人工智能数据集，助力企业研发安全的 L4 自动驾驶出租车。 IT之家注意到，伴随该模型发布，英伟达还推出多款全新工具…

AI 点评 · 开源VLA模型降低L4研发门槛，英伟达正加速自动驾驶技术民主化。

IT之家 6 月 1 日消息，为加强自主智能体的智能能力，英伟达今日发布了面向全天候运行智能体的全新开源模型与数据集，相关成果由英伟达 Nemotron 联盟联合打造。 据官方介绍，英伟达 Nemotron 3 Ultra 是一款拥有 5500 亿参数的混合专家模型，可为代码开发、科研及企业业务流程中的长效智能体提供顶尖智能能力。相较于同级别主流开源前沿模型…

AI 点评 · 参数规模与推理速度双突破，为智能体部署树立新标杆。

Personal agents are exploding in popularity, with open source projects like OpenClaw and Hermes seeing rapid adoption by AI developer communities on GitHub. Built to adapt to indiv…

AI 点评 · 英伟达将本地AI智能体部署到RTX电脑和DGX工作站，推动个人AI应用从云端走向本地化。

IT之家 6 月 1 日消息，在今日的 2026 台北国际电脑展主题演讲中，英伟达 CEO 黄仁勋宣布 Vera Rubin 全面投产。 Vera Rubin 为下一代 AI 工厂提供了 POD 规模的基础架构 —— 与上一代 Grace Blackwell 平台相比， 其大规模智能体吞吐量提高了 10 倍 。 凭借成熟的开源 MGX 设计，英伟达供应链生态…

AI 点评 · 下一代AI算力跃升10倍，英伟达再次定义超大规模集群新标杆。

DBeaver 是一个免费开源的通用数据库工具，适用于开发人员和数据库管理员。DBeaver 26.1 已发布，具体更新内容包括： SQL Editor： 新增对 double-curly SQL 参数的支持[#40914] AI 助手：新增对 GitHub Copilot 中新的 OpenAI Codex 模型的支持 Metadata Editor： 修复…

mica-mqtt 2.6.4 已经发布，mqtt 物联网开源组件 此版本更新内容包括： mica-mqtt-client 待发送消息队列默认关闭（pendingPublishQueueEnabled 默认 false），兼容老版本行为。gitee #IJLYLL 感谢 @wssam 反馈。 solon-plugin 插件初始化改用 LifecycleBea…

DBOS 日前发表了一篇引起不少讨论的博文，核心观点是"Postgres 是你持久化执行所需的全部"——既然你已经信任你的数据库，就不需要额外的编排层。这个逻辑得到了不少共鸣，但 Obelisk 团队认为，这个思路还可以再往前走一步：对于一大类持久化系统，SQLite 就足够了。 这篇文章来自 Obelisk 官方博客。Obelisk 是一个开源...

17800小时的真机数据

AI 点评 · 开创性开源世界模型，刷新具身智能训练规模，推动机器人学习范式变革。

17800小时的真机数据

AI 点评 · 刷新了具身智能数据规模，开源模型让更多研究者能探索真实机器人交互。

Open-source observability and trust layer for AI agents: trace every step, score every output, catch hallucinations and runaway loops in real time. Self-hostabl…

Hey everyone, I previously introduced an open source private home security camera in 2024, which uses OpenMLS for end-to-end encryption: https://news.ycombinator.com/item?id=422844…

AI 点评 · 开源端到端加密方案，让家庭安防摄像头隐私保护更透明可信。

Hey everyone, I previously introduced an open source private home security camera in 2024, which uses OpenMLS for end-to-end encryption: https://news.ycombinator.com/item?id=422844…

AI 点评 · 开源方案实现端到端加密，兼顾家庭安防与隐私保护，技术落地值得关注。

端侧 AI 是一个系统性工程

AI 点评 · 端侧AI系统性挑战，面壁开源展示完整技术栈与落地路径。

We examine whether human psychometric questionnaires can serve as reliable tools for characterizing and predicting LLM behavior in everyday user interactions. We analyze eight open-source LLMs by comp…

Hi HN, we’re open-sourcing ktx. It’s an executable context layer that makes agents reliable on your data stack. We built it after going through the experience of building productio…

AI 点评 · 开源可执行的上下文层，让AI代理在数据栈上更可靠，填补了数据与智能体间的关键空白。

Hi HN, we’re open-sourcing ktx. It’s an executable context layer that makes agents reliable on your data stack. We built it after going through the experience of building productio…

Hi HN, we’re open-sourcing ktx. It’s an executable context layer that makes agents reliable on your data stack. We built it after going through the experience of building productio…

Built on top of the open source Hermes project, Vertu's new foldable combines AI-agent workflows, enterprise integrations, and ultra-premium luxury finishes.

AI 点评 · 奢侈手机品牌用开源AI系统打造企业级折叠机，把高管办公场景与AI代理深度绑定，高端市场差异化打法值得

Hi I'm Dan from Elodin, making an open source real-time capable flight software simulation. For AI Grand Prix contestants, the wait for the Round 1 virtual qualifier simulation has…

AI 点评 · 开源飞行仿真软件开源，降低AI赛车开发门槛，加速技术验证。

Recent video diffusion foundation models have achieved remarkable progress in high-quality video generation, yet turning them into real-time interactive video world models remains challenging. Interac…

AI 点评 · 开源全栈框架实现实时交互视频世界模型，突破现有视频生成技术瓶颈。

Joint audio-video generation aims to synthesize temporally synchronized and semantically coherent visual-acoustic content. However, existing open-source methods mainly rely on either dual-tower design…

AI 点评 · 多模态对齐技术突破，让音视频生成更同步自然，推动AI内容创作进入新阶段。

Warp uses GPT-5.5 and OpenAI models to coordinate coding agents across local, cloud, and open-source development workflows.

AI 点评 · 开源协作与前沿模型结合，展现AI编程工具跨环境协调的新可能。

Warp uses GPT-5.5 and OpenAI models to coordinate coding agents across local, cloud, and open-source development workflows.

AI 点评 · Warp结合GPT-5.5与开源，探索跨环境编程新范式，值得关注。

"BadHost" was found in Starlette, a package with 325 million weekly downloads.

AI 点评 · 开源框架漏洞威胁数百万AI代理，揭示AI供应链安全重大隐患。

"BadHost" was found in Starlette, a package with 325 million weekly downloads.

AI 点评 · 开源包漏洞威胁数百万AI代理，用户需立即修复防范数据泄露。

AI 点评 · 开源工具实现多色3D打印，降低创意门槛，推动个性化制造普及。

AI 点评 · 开源ColorMix插件让3D打印实现多色混色，大幅降低专业级彩色打印门槛，值得创客关注。

Congressional trading data is relatively commoditized, but I couldn't find any open-source version with the features I wanted. The data is lagged (median 28 days from trade to disc…

AI 点评 · 追踪议员股票交易，填补开源工具空白，提升政府透明度。

Open Source Agentic Security Scanner

AI 点评 · 开源AI模型数据库填补了行业信息分散的空白，便于开发者对比选型。

AI 点评 · 开源AI模型数据库填补行业信息空白，方便开发者横向对比性能与成本。

The open-source skills that turn your agent into a full PR team.

Hi HN, I'm Antoine Zambelli, AI Director at Texas Instruments. I built Forge, an open-source reliability layer for self-hosted LLM tool-calling. What it does: - Adds domain-and-too…

AI 点评 · 开源方案将8B模型代理任务准确率从53%提升至99%，展示了轻量级防护机制的高效性。

Hi HN, I'm Antoine Zambelli, AI Director at Texas Instruments. I built Forge, an open-source reliability layer for self-hosted LLM tool-calling. What it does: - Adds domain-and-too…

AI 点评 · 开源工具让8B模型在智能体任务中准确率从53%飙升至99%，大幅降低企业部署门槛。

Hi HN, I'm Antoine Zambelli, AI Director at Texas Instruments. I built Forge, an open-source reliability layer for self-hosted LLM tool-calling. What it does: - Adds domain-and-too…

Hi HN, I'm Hang, cofounder of InsForge (YC P26). InsForge is an open-source Heroku for AI coding agents: a backend platform designed for coding agents to deploy, operate, and debug…

AI 点评 · 开源AI部署平台填补市场空白，让编码代理拥有类似Heroku的自动化运维能力，降低开发门槛。

Hi HN, I'm Hang, cofounder of InsForge (YC P26). InsForge is an open-source Heroku for AI coding agents: a backend platform designed for coding agents to deploy, operate, and debug…

AI 点评 · 开源首个面向AI编码代理的Heroku式平台，填补了代理部署与调试的空白，值得开发者关注。

Hi HN, I'm Hang, cofounder of InsForge (YC P26). InsForge is an open-source Heroku for AI coding agents: a backend platform designed for coding agents to deploy, operate, and debug…

Hey HN! We (Stephan and Thomas) recently open-sourced Semble. We kept running into the same problem while using Claude Code on large codebases: when the agent can't find something…

Hey HN! We (Stephan and Thomas) recently open-sourced Semble. We kept running into the same problem while using Claude Code on large codebases: when the agent can't find something…

AI 点评 · 开源2.6B参数模型实现1分钟720p视频生成，降低世界模型应用门槛。

AI 点评 · 2.6B参数开源世界模型实现1分钟720p视频生成，大幅降低长视频创作门槛。

AI 点评 · 开源模型突破，让前沿实验室忌惮，意味着AI竞争格局或将改写。

AI 点评 · 开源模型挑战行业巨头，揭示前沿实验室的竞争焦虑。

I'm a Type 1 diabetic and software engineer. Last year I went months between endocrinologists with no clinician reviewing my data. I'm an engineer, so I built the tool I needed — a…

AI 点评 · 开源AI工具填补糖尿病患者数据监控空白，解决就医间隙的管理痛点。

I'm a Type 1 diabetic and software engineer. Last year I went months between endocrinologists with no clinician reviewing my data. I'm an engineer, so I built the tool I needed — a…

Agentic AI is changing the way users get work done. Following the success of OpenClaw, the community is embracing new open source agentic frameworks. The latest is Hermes Agent, wh…

Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices.…

AI 点评 · 26M参数实现工具调用，性能直逼大模型，消费级设备也能高效运行。

Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices.…

OpenSeek - 广度求索: open-source TUI coding agent with multi-provider routing, MCP, LSP, and Plan/Agent/YOLO modes.

AI 点评 · 开源TUI编程智能体，集成多模型路由与MCP协议，创新工作模式值得关注。

OpenSeek - 广度求索: open-source TUI coding agent with multi-provider routing, MCP, LSP, and Plan/Agent/YOLO modes.

GEO 领域 AI 员工开源方案 · Open-source GEO AI-employee solution (MIT). GEO Skills package + curated lists of agents and office CLIs that make up the AI-employee stack.

AI 点评 · 开源GEO领域AI员工方案，提供完整技能包与工具链，降低企业部署门槛。

GEO 领域 AI 员工开源方案 · Open-source GEO AI-employee solution (MIT). GEO Skills package + curated lists of agents and office CLIs that make up the AI-employee stack.

半人马环 Centaur Loop：面向 AI Agent 反馈闭环、人类治理和记忆复盘的开源工作台 / Human-governed AI feedback loop workbench.

AI 点评 · 开源AI治理工作台，首次将人类反馈闭环与记忆复盘功能整合，填补了智能体长期可控交互的缺口。

半人马环 Centaur Loop：面向 AI Agent 反馈闭环、人类治理和记忆复盘的开源工作台 / Human-governed AI feedback loop workbench.

AI 点评 · 开源AI Agent工作台，打通人类治理与反馈闭环，助力记忆复盘，实用价值高。

Open-source desktop AI agent workspace with one-click Claude Code, Codex, OpenClaw, Hermes Agent setup and custom LLM model routing.

AI 点评 · 开源桌面AI工作区整合多模型一键部署，降低智能体开发门槛，推动个性化工具构建。

Editable, part-aware 3D generation from text or reference images. Open-source client for nova3d.xyz.

AI 点评 · 开源3D生成工具，支持文本和图片驱动，可编辑部件级模型，降低3D创作门槛。

Editable, part-aware 3D generation from text or reference images. Open-source client for nova3d.xyz.

AI 点评 · 用文本或图片即可编辑生成3D模型，开源客户端降低使用门槛，推动三维内容创作平民化。

Agyn is an open-source Kubernetes-native runtime that moves AI agents like Claude Code and Codex from laptops to company infrastructure with the controls enterp…

Agyn is an open-source Kubernetes-native runtime that moves AI agents like Claude Code and Codex from laptops to company infrastructure with the controls enterp…

AI 点评 · 开源Kubernetes原生方案，让企业安全托管AI代理，填补了从个人工具到平台级部署的空白。

🔍 OpenSearch-VL provides a fully open recipe for training strong multimodal deep search agents through high-quality data curation, diverse visual/search tools,…

🔍 OpenSearch-VL provides a fully open recipe for training strong multimodal deep search agents through high-quality data curation, diverse visual/search tools,…

Hey HN! Today we're launching Agent Vault - an open source HTTP credential proxy and vault for AI agents. Repo is at https://github.com/Infisical/agent-vault , and there's an in-de…

Hey HN! Today we're launching Agent Vault - an open source HTTP credential proxy and vault for AI agents. Repo is at https://github.com/Infisical/agent-vault , and there's an in-de…

Hi, I’m Jakub, a solo founder based in Warsaw. I’ve been building GoModel since December with a couple of contributors. It's an open-source AI gateway that sits between your app an…

AI 点评 · 用Go语言打造开源AI网关，性能优化与多模型接入新选择。

Founded by Tristan Bepler PhD ’20 and former MIT professor Tim Lu PhD ’07, OpenProtein.AI offers researchers open-source models and other tools for protein engineering.

AI 点评 · 开源AI蛋白设计工具降低科研门槛，加速生物创新，值得行业关注。

Nous Research , the open-source artificial intelligence startup backed by crypto venture firm Paradigm , released a new competitive programming model on Monday that it says matches…

AI 点评 · 开源编程模型NousCoder-14B在Claude Code发布时亮相，挑战闭源巨头，展现社区创新

A Detailed Look at One of the Leading Open-Source LLMs

AI 点评 · 深入解析顶尖开源大模型Qwen3的完整实现，技术细节与实战价值兼备。