
Deepseek is open-sourcing DeepInfer, the inference framework behind its fast V4.1-Flash model. The vLLM-based system cuts compute costs and energy use when running AI models. The r…
AI 点评 · 开源推理引擎直击大模型降本增效痛点,或改写行业部署成本格局。
共 310 条相关资讯 · 来自历史归档

Deepseek is open-sourcing DeepInfer, the inference framework behind its fast V4.1-Flash model. The vLLM-based system cuts compute costs and energy use when running AI models. The r…
AI 点评 · 开源推理引擎直击大模型降本增效痛点,或改写行业部署成本格局。
Google and Meta open-sourced TorchTPU, a native PyTorch backend for Cloud TPUs. It runs eager by default, compiles through torch.compile and XLA, and replaces PyTorch/XLA for new w…
Hi HN! Im Katriel, and im a Security Researcher/Enthusiast and in the wave of AI, i wanted to build that next gen of security tooling that surpasses the current tools, and even the…
DeepSeek has open-sourced DeepInfer, the Apache 2.0 inference framework that serves DeepSeek-V4.1-Flash in production. It targets NVIDIA SM100 GPUs and Huawei Ascend 950 NPUs, and…

IT之家 10 月 20 日消息,当地时间 10 月 19 日,亚马逊宣布推出开源工具 TorchNeuron,借助该工具,开发人员编写的 PyTorch 代码可以在亚马逊的自研 Trainium 芯片上本地运行, 只需更改一次配置,无需重写 。 IT之家获悉,TorchNeuron 将于当地时间 10 月 20 日在加州圣何塞举行的北美 PyTorch 大…
AI 点评 · 亚马逊用开源工具降低PyTorch迁移门槛,直击CUDA生态护城河,自研芯片竞争进入软件层。
OpenCode is an open source AI coding agent that's become a popular alternative to Claude Code and Cursor. But hackers got into part of its online platform and stole some users’ API…
AI 点评 · 开源AI编程工具安全失守,用户API密钥被盗并遭扣费,暴露AI代理平台信任链隐患。
NVIDIA has released the full Run:ai GPU orchestration platform as open source under Apache 2.0. The release includes KAI Scheduler, CUDA 13.4 GPU fractioning, quota management, and…
Harness层的RSI

IT之家 10 月 19 日消息,一款名为 NPCTalk 的全新 AI 模组工具,为《侠盗猎车手 5》(GTA 5)带来了无脚本的实时对话功能。玩家可以直接和非玩家角色对话,角色会使用经 AI 克隆的原声进行回应。这个开源项目由 Universal Modder 开发,其目标是把同类功能拓展到几乎所有支持模组修改的游戏中。 据IT之家了解,传统的非玩家角色…
AI 点评 · NPC告别固定台词,实时语音对话让游戏世界真正活起来,开源方案或重塑模组生态。
AI 点评 · 开源模型竞争白热化,Meta苹果联手仍难敌中国厂商,格局生变。
让人人都能自由创造并体验可交互世界

Google Research released Harness2, an Apache-2.0 framework that rewrites an agent's harness at test time. One refinement step lifted GLM-5 by 11.5 points on WorkBuddy-Bench with no…
AI 点评 · 规格驱动AI交付在65个开源项目实测,验证了从代码生成到可验证交付的可行路径。
整套系统原生支持MCP
AI 点评 · 原生支持MCP,让智能体操作系统的记忆可查可改,成本骤降八成多,为AI智能体落地扫清关键障碍。

Perplexity has open-sourced SPACE, the sandbox platform behind every task in Perplexity Computer. The Perplexity SPACE sandbox gives each agent task its own Firecracker microVM. Cr…
范式智能技术集团有限公司联合北京睿思智联科技有限公司宣布,一站式生产级 AI 部署平台“模域”正式上线。

IT之家 10 月 16 日消息,科技媒体 MacRumors 今天(10 月 16 日)发布博文,报道称 Meta 和苹果公司破冰合作, 可以在两台 Mac Studio 上本地运行“迄今性能最强的美国公开权重模型”Muse Spark Open。 IT之家今天曾报道,Meta 推出开源权重模型 Muse Spark Open,总参数量达 8160 亿,其…
AI 点评 · 苹果与Meta罕见联手,大模型本地部署门槛或就此改写。

IT之家 10 月 16 日消息,当地时间 10 月 15 日,Meta 发布了开放权重 AI 模型 Muse Spark Open。Meta 官方宣称, Muse Spark Open 是迄今为止能力最强的美国开放权重模型 。 Muse Spark Open 采用原生多模态架构,总参数量达 816B(其中激活参数 42B),支持 1M token 的上下文…
AI 点评 · 开源阵营再迎重量级选手,多模态加超长上下文或重塑竞争格局。

IT之家 10 月 16 日消息,蚂蚁百灵昨日宣布开源 Ling-3.1-flash 模型,Ling-3.1-flash 总参数约 560B,每个 Token 激活约 25B,最高支持 1M 上下文。 在 Artificial Analysis 的公开评测中,Ling-3.1-flash 的智能指数为 41、输出速度约为每秒 210 Token。 针对本地部…
AI 点评 · 稀疏激活加百万上下文,开源阵营再添高效大模型,长文本与推理成本兼顾值得关注。
AI 点评 · 国产开源大模型首次以极低成本冲击复杂工作流,性价比成新竞争焦点。

At Open Source Summit Europe 2026, openKylin outlined its vision for transitioning from resource management to intent management in the AI era. The community introduced KART, a uni…
Hi HN! I’m Jason Thomas, one of the founders of CoScreen. As some of you may know, Datadog sunset the CoScreen service on July 31st. Four of us from the original CoScreen team have…
Brazilian Portuguese remains underserved by open-source language models, and the few that are safety-aligned rarely document what did not work or validate comparisons with statistical significance. We…
10月13日,APUS AI(麒麟合盛网络技术股份有限公司)宣布开源Personal Agent产品Reflex Agent
Existing benchmarks measure solve rate and token output/cost, but don't punish excess code, which makes a codebase harder to work with in the long term. I wanted to measure this si…
AI 点评 · 首次量化AI写代码的冗余度,直击长期可维护性痛点。
Scout: the open-source browser agent, by Outcrawl. Mirrored automatically from Outcrawl's own repository.
IT之家 10 月 11 日消息,据金融时报消息,知情人士透露,英伟达正就收购美国初创公司 Reflection AI 或向其追加投资展开深入谈判。 Reflection AI 专注于开发开放权重模型,于当地时间 10 月 5 日发布旗下首款开放权重 AI 模型 Beam。 知情人士补充称,目前的谈判尚处初期阶段,潜在交易可能采取多种形式 —— 包括所谓“人…
AI 点评 · 英伟达押注开源权重模型,意在补齐软件生态短板,抗衡对手闭源优势。
Nace.AI has open-sourced Drex 1.5, a 9B decision model that returns a probability for every option in 1 forward pass. It scores 58.08 on Decision Index 0.3.1 and reads up to 128K t…
Curated list of open-source LLMOps tools: tracing, evals, AI gateways, guardrails and prompt management. Sorted by stars, refreshed weekly.
AI 点评 · 按星标周更的LLMOps工具清单,帮团队快速锁定可观测、评测与安全护栏方案。

Anthropic has launched "Cyber Mission," a program to protect critical infrastructure and open-source software from cyberattacks. Partners like CrowdStrike and Palo Alto Networks wi…
AI 点评 · 开源项目引入AI原生协作,或重塑社区治理效率与贡献模式。
多Agent协同还能自我进化
Release: ttok 0.4 ttok is my CLI tool for counting tokens, using OpenAI's open source tiktoken library. It hasn't been in updated in a couple of years, but I finally fixed a Click…
AI 点评 · token计数是LLM开发刚需,沉寂两年的工具终于更新值得关注。
Anthropic's offering to help open-source projects track down security vulnerabilities with a new service called OSS Scanner. It says open-source projects that opt-in will get "thor…
AI 点评 · 开源安全短板终于有大厂免费补位,AI 审代码能否替代人工审计值得观察。
AI 点评 · 本地运行AI修图且完全开源,隐私与免费兼得,值得摄影师关注。
Launching an opt-in vulnerability-finding service for open-source software Anthropic
An open-source take on ChatGPT's Intelligent UI: answers stream as interactive UI (maps, photos, charts, drawings and working tools). Built with OpenUI.

Opus-built Creative Cloud alternatives are ambitious, free, and nowhere near finished.
AI 点评 · 开源克隆虽免费却远未成熟,但足以撼动Adobe的定价霸权。

Meta has open-sourced Rebalancer, the C++ and Python library it has used for over 9 years to place shards, servers and traffic. It handles about 40 million assignment problems a da…
Explore a comprehensive coding guide to Laya, the open-source zero-shot decision engine. Learn how to implement typed decisions, fit custom temperatures, and build reliable abstent…
AI 点评 · Rust写邮件客户端本就少见,还集成AI,Linux用户终于有新选择了。
Open-source personal finance app with an AI financial advisor: track your net worth, investments, ETFs, cash and debts on your own computer.
Hi HN, we're Thomas and Olivier from Terse ( https://www.useterse.ai/ ) We've built Durable Actors, an open-source alternative to Cloudflare's Durable Objects. A Durable Object/Act…
The maker of the open source document editor says it has no plans to add AI to its software's default configuration, citing user privacy.
A small win for US open source
Assistants from 2011 answered and waited, and agents from 2023 did a task and stopped. In September 2026 Meta's Muse showed an agent for one person, with accounts, devices, memory and a conversation t…
Open-source web agents are now strong enough to execute realistic browser tasks, but training them with reinforcement learning still depends on weak supervision: binary task success is too sparse for…
Getting some extra storage space on your Mac could be as easy as deleting Apple's AI features with a new open-source command line tool called RemoveMacAI. There used to be a single…

IT之家 10 月 5 日消息,Meta 于当地时间 10 月 2 日宣布推出开源项目 Muse Gadgets,允许开发者为旗下个人 AI 智能体 Muse 打造自定义硬件。 Meta 同时也已经在 GitHub 上按照 Apache 2.0 许可发布了 ESP32 固件和 Linux 设备 SDK。开发者可以将低成本 ESP32 开发板或树莓派等 Lin…
AI 点评 · 开源固件与SDK让个人AI硬件门槛骤降,DIY智能体或迎爆发。
AI slop seems to be overwhelming bug bounty programs.
AI 点评 · AI泛滥让开源漏洞赏金难以为继,安全社区正被低质报告淹没。

NASA and IBM have released the Lunar Foundation Model, one of the first open-source AI models for lunar science. Trained on nearly 2 million tile bundles, mostly from 17 years of L…
AI 点评 · 把17年月球轨道数据炼成开源基础模型,为月球科研铺路,也开了行星科学AI共享的先例。
DeepSeek has released official macOS and Windows desktop apps for DeepSeek Harness v0.2, its MIT-licensed agent harness. The preview adds a plugin manager, file and code-change rev…
AI 点评 · 开源智能体框架首次落地桌面端,插件与代码变更管理补齐,降低开发门槛。
A free, open-source AI infrastructure roadmap: a 9-layer map of the stack, 6 stages with exit criteria, around 200 vetted open-source projects, and the math beh…
Open Instinct: an open-source Instinct. A personal agent you text on iMessage, with its own computer and a trusted network of other agents. Built on Pi, Inkbox,…

Meta announced Muse Gadgets, an open-source project that lets hobbyists build their own AI hardware using ESP32 boards and connect it to Meta's AI agent Muse. The team also produce…
AI 点评 · 把AI硬件门槛降到创客级别,Meta这步棋意在抢占端侧入口。
Open-source AI operations workspace for meetings, knowledge, decisions, tasks, risks, workflows, and organizational memory.

Harvard physicist Matthew Schwartz used the open-source tool BootLoops and Claude to produce 36 manuscripts across 18 fields in three months, from particle physics to linguistics.…
Decision AI models answer typed questions with calibrated probabilities instead of generated text. TypeSafe's Jev costs $0.042 per million input tokens and returns responses in 70…
Meta now lets you make your own Muse gadgets that feature the company's new AI agent with code that the company open sourced. The company suggests projects like loading Muse on a c…
Hi there :-) New on HN, first time posting. Past year, around December, I started experimenting with making ChatGPT and Claude generate source code in LDraw language. This LDraw is…
AI 点评 · 用大模型生成乐高拼搭代码,让AI从文字走向可动手搭建的实体创意。
AI API 中转站评测排行与切换工具:实测可用率、延迟与价格 · Open-source AI API relay benchmark, rankings & switcher for Claude Code / Codex
CodeAgent is an open-source coding agent that lives in your terminal. It understands your repository, plans multi-step changes, writes and edits files, runs com…
I found that I'm not using even 1/3 of vim/vscode features anymore. That's wht I'm building rhun - a small code editor for Linux, Windows and Apple silicon Macs. It obviously has V…
AI 点评 · 用汇编写编辑器,性能与体积的极致取舍,是对现代编辑器臃肿化的一次硬核反思。
AI 点评 · 谷歌把K8s的编排思路搬到AI代理上,意味着多智能体协作开始有了基础设施标准,这是从单模型走向代理集
AI 点评 · 国产算力生态补齐软件栈关键一环,降低大模型迁移成本。

With $2.1 million funding from Google.org, the open-source Public Transit Intelligence Hub will unify public transit monitoring, operations, and passenger communication.

Deepseek and Huawei have built open-source programming tools for Huawei's Ascend AI chips. At the center is TileLang, a language designed to offer a simpler programming model than…

IT之家 9 月 30 日消息,OpenClaw 官方当地时间本月 29 日官宣了 OpenClaw Enterprise,这是一个开源中立的 敏感环境持久性智能体管理平台 。 持久性智能体的部署并未像此前预计的那样快速铺开,而这主要是因为智能体领域目前仍缺乏强大的通用安全、保障、治理标准,让企业和组织难以放心使用。 即将发布 1.0 正式版的 OpenCl…
AI 点评 · 智能体落地卡在安全治理,开源中立方案能否成企业放心用的关键。
AI 点评 · 国产大模型主动适配国产芯片,软硬协同破局生态短板,自主算力闭环再进一步。
A free, open-source framework for cinematic, interactive 3D websites with AI-generated assets (Nano Banana 2 + Meshy 7.1 on fal). 20 example sites.
AI 点评 · 开源框架把AI生成3D资产与电影级网页体验合一,二十个示例让独立开发者也能低成本搭建交互式三维站点。
Open-source dots for the web: an AI agent with its own browser, one that does not get blocked.
AI 点评 · 开源AI代理自带浏览器且不被封,网页自动化竞争转向反封锁能力。
Anthropic's Agent Skills package reusable procedural know-how for an LLM agent into SKILL.md directories, and open-source aggregations have grown past 230,000 skills, making selection rather than auth…

In the wake of a series of high-profile AI safety incidents, Nvidia is introducing a new software tool that helps keep agents from escaping containment.
AI 点评 · 大厂把内部代码评审经验开源,AI编程工具竞争从生成补全延伸到质量把控环节。
Small enough to run on your Mac. Smart enough to ask. An open-source computer use agent for macOS, with local models (MLX) that see, decide and act. 得心,应手。
GitHub现在最火热的大模型开源小蜂鸟Colibrì是个啥?
AI 点评 · 开源决策模型迎来轻量本地化部署工具,降低AI决策应用门槛。
Map your AI worldview by answering a few questions, and see how you compare with others. only takes a few minutes && free & open source && private by default && powered by Jev I th…

Learn how to run SkyRL, an open-source reinforcement learning framework, on Amazon SageMaker HyperPod to post-train a Qwen3-VL-8B vision-language model with GRPO. This walkthrough…
大厂造芯,正在从交付芯片,走向更广泛的开放共建阶段。
AI 点评 · 开源赛事成国产AI生态练兵场,杭州正抢占开源高地。
Hello! We’re Sid, Alex, Ketan, and Milan. We’re building Whiteboard ( https://whiteboard.dev.fast/ ), an open-source desktop app where humans and agents can architect software toge…
AI 点评 · 开源IDE让人类与AI代理同台设计架构,或重塑协作编程的入口。
Hello! We’re Sid, Alex, Ketan, and Milan. We’re building Whiteboard ( https://whiteboard.dev.fast/ ), an open-source desktop app where humans and agents can architect software toge…
Open-source LLM gateway in Go with teams, RBAC, OIDC and budgets built in — not an enterprise upsell. OpenAI-compatible API, virtual keys, rate limits, routing…
开源一座具身智能的新“塔台”

北京时间 9 月 24 日,据路透社报道,英伟达 CEO 黄仁勋 (Jensen Huang) 认为,AI 公司不应获得反垄断法或责任法的豁免。 在周三播出的《纽约时报》播客节目中,黄仁勋接受了近两个小时的采访,就 OpenAI 智能体入侵 Hugging Face 一事进行了广泛讨论。Hugging Face 是开源 AI 软件中心,在本月被英伟达以 13…
AI 点评 · 黄仁勋此言意在为英伟达争取公平竞争环境,反对AI巨头借监管豁免规避责任。
Hi HN, I just open sourced the DSL that our harness in grep.ai uses to turn repeatable parts of agent work into workflows. You can combine tool calls, code, Jev-powered system one…

Pair OpenCode, an open-source terminal-native AI coding agent, with open weight models on Amazon Bedrock to get a secure, flexible, pay-per-use coding assistant. Learn how to confi…
nanoMuse: an open-source personal agent for every device you own. One agent with a name and a look of its own that does things, keeps working while the app is c…
Open-source, self-hosted AI customer service platform built around ReAct agents. Agents retrieve knowledge, call tools, and prepare actions; humans confirm high…
We present Hunyuan-A13B, an open-source large language model based on a Mixture-of-Experts architecture. It contains 80 billion total parameters but activates only 13 billion during inference, balanci…
Hi HN! I built JevBench because Jev kicks ass, and the world deserves to know how the serious open source and fake lookalike projects really perform in comparison. Jev-class models…

To build and deploy sophisticated robotics applications that can perceive, reason and act in dynamic environments, developers need new physical AI models and tools. The ROS open fr…
Hugging Face CEO:「太棒了」

“IT早报”时间,大家好,现在是 2026 年 9 月 22 日星期二,今天的重要科技资讯有: 1. 闲鱼回应“媒体报道色情引流的情况”:成立专项小组严打色情引流,呼吁各平台联合行动 闲鱼被曝涉及色情引流的相关话题内容 9 月 21 日冲上热搜。闲鱼官方 9 月 21 日宣布,成立专项小组严打色情引流,并呼吁各平台联合行动。官方表示,坚决对利用色情内容进行引…
AI 点评 · 闲鱼主动整治色情引流并呼吁平台联动,暴露内容审核已成二手电商合规关键战场。
AI 点评 · 国产开源多模态模型再进一步,本地部署门槛与可用性成为真正看点。
在物理世界真正干活的具身智能体
激活参数仅27B
AI 点评 · 开源赛事落地杭州,能否催生中国AI生态的下一批黑马值得期待。
AI 点评 · 杭州聚合全球开源AI力量,中国开发者生态正从参与者转向共建者。
AI 点评 · 全球AI开源竞赛升温,中国以赛促创,集结顶尖项目,或成技术突破与生态构建的关键风向标。
AI 点评 · 微软开源K8s AI调度工具,意在抢占云原生AI基础设施入口。
9月19日,中国人工智能企业APUS旗下 AI 实验室公布了全球最早一批针对Jev的独立开源复现成果

The Federal Register website briefly used an open source Chinese AI search tool.
AI 点评 · 美国联邦网站误用被FBI标记的中国AI,暴露其供应链审查漏洞与自相矛盾。

Deploy production-ready Hugging Face models on Amazon SageMaker AI using six open-source agent skills. Point a coding agent at a model and get back a real-time endpoint with the ri…
Accelerating open-source biomolecular models with Claude www-cdn.anthropic.com
Training capable coding agents via reinforcement learning (RL) requires diverse tasks with reliable verifiers. Open-source codebases offer a rich source of such tasks, while existing methods typically…
Free, open-source local AI music studio: ACE-Step 1.5 and YuE2-3B text-to-music, stem separation, an AI arranger that adds parts to your track, a multitrack DAW…
标书匠 BidCraft · 对话式标书编制系统:AI 智能编制技术标,支持招标文件解析、标段选择、标书编写、知识库提炼与学习对话式改稿。LLM-Wiki 路线,基于LangGraph实现。Open-source AI agent for construction tender & bid documents.
AI agents on foundation models often misapply healthcare and life sciences decision frameworks, citing the right guideline but applying it incorrectly. This post shares 38 open-sou…
AI 点评 · 通用模型懂指南却用错,开源技能包正补上医疗决策落地的最后一环。

I used an open-source map of a fruit fly’s brain to vibe code a website called PitchFly. Its headline suggestions were delightfully bananas.
AI 点评 · 用果蝇大脑连接图生成创意,揭示生物计算与AI融合的荒诞潜力。
九大空间测试10B规模通用模型中8项第一
AI goes multiplayer. A self-hosted workspace for people and machine people. Create, code, and work together across desktop, mobile, and web. Open source. MIT li…
卡位具身智能规模化落地“最后一公里”!

Top Prompt Management Platform (Opensource) 🌟 Star if you like it! 🌟
Aether AI 深耕因果智能,推动 AI 持续自我进化
TitanRAG - An open-source RAG infrastructure for building scalable, multi-tenant and multimodal AI applications.
这家中国公司,刚跑完了物理闭环里最难的一段路

The AllSpark team has released Iris-mini and Iris-pro, two open-source search agents built on Qwen models that lead benchmarks among open-weight models in their size classes. Accor…
AI 点评 · 国产开源搜索智能体以小模型登顶同级榜单,证明高效架构与数据策略比堆参数更关键。
Pizza Bot is an open source, self-hosted inbox for AI agents built on DeepAgents and LangGraph. It combines persistent task state, MCP integrations, configurable approvals, and sch…
AI 点评 · 后台智能体缺的不是能力而是收件箱,开源方案正好补上这块协作短板。
Open-source Agentic AI Academy for engineering trustworthy AI agents from learning to production: agents, RAG, MCP, evaluation, security, observability, governa…
Open-source Agentic AI Academy for engineering trustworthy AI agents from learning to production: agents, RAG, MCP, evaluation, security, observability, governa…
Open-source paid media agent for Google Ads, Meta Ads, Reddit, LinkedIn, X, and OpenAI Ads: analysis, reports, and reviewed changes, built on Deep Agents.

Comparing models on dollars per million tokens misses what production workloads actually pay for: outcomes. This post shares an open-source benchmarking harness that measures cost…
AI 点评 · 光看每百万token价格会误导选型,真正该比的是单位任务成本与产出质量,开源评测工具正好补上这块盲区
魔搭紫皮书|ModelScope Cookbook:面向开发者的开源模型应用实战指南,覆盖模型选型、推理、微调、评测、RAG、Agent 与 AIGC,从跑通第一个模型到构建实际应用。

How to get up to speed on open models and their implications.
15秒视频,50秒出片
🛡️ Free open-source AI-powered security terminal & vulnerability scanner (CVE, SBOM). Supports SSH, SFTP, RDP, VNC, Serial, and 12+ autonomous AI agents (DeepS…
轻量版LingBot-World 2.0
模型可以开源,部署经验不能
Google has open-sourced Mantis, a stack-agnostic toolkit of security review skills for AI coding agents. It runs the full vulnerability lifecycle: sweep the code, filter false posi…

After I removed the safety guardrails from a powerful open-source model, it found vulnerabilities in my household devices and hacked into a PC. But it also told me how to make ever…
AI 点评 · 开源AI突破安全限制暴露设备漏洞,警示智能家居防护新挑战。
The open-source of DomA, an AI automation agent for the browser.
An open-source, agent-native platform for multimodal AI generation, built on DeepSeek Harness. Every interaction lives in agent conversations and an infinite ca…
NVIDIA has announced CUDA Rust, a push to make Rust a first-class language for GPU kernels. Two open-source NVlabs projects cover the two CUDA programming models: cuda-oxide compil…
不只开源模型,面壁智能连数据、RL框架和训练方法都开放了
Free, open-source desktop editor for AI inpainting: select, prompt, get a colour-matched layer. FLUX 3 Image, FLUX.2, GPT Image, Nano Banana, Seedream and Qwen…
We introduce AuK, an open-source foundational model that unifies speech generation and editing through a common interface of natural-language instructions and audio context. To support this broad capa…
AI 点评 · 让AI编程从“一问一答”升级为“后台并行”,工程效率拐点来了。
10 月 16–17 日,面向全球开发者的开源技术大会 GOSIM 将首次来到深圳,举办 GOSIM Shenzhen 2026。
AI 点评 · 动态稀疏推理突破显存瓶颈,让消费级显卡也能流畅运行大模型,性价比飙升。
We look at NVIDIA Personal AI Router (PAIR), an open source virtual inference router that spreads local AI requests across the machines already on a home network. We cover how PAIR…
AI 点评 · 开源路由打通多设备算力,让本地AI请求自动分流,家庭算力池化迎来新玩法。
Data-sovereignty regulations increasingly require public institutions to deploy open-source, on-premise LLM agents that chain multiple tool-calls across live government APIs. However, open-source mode…
Hey all, i just launched my Eink Bike computer project and think it is cool. Another tidbit, in the crazy things that AI has done... It has helped create a ANT (common sensor wirel…
AI 点评 · 开源硬件遇上AI辅助设计,让骑行数据可视化更省电更极客。

HyperPod InstantStart is an open source control plane that composes Amazon EKS orchestration with the managed capabilities of Amazon SageMaker HyperPod. It drives the same guarded…
https://archive.is/kmOqm
Open-source research workspace: search academic papers, upload PDFs, inline citations with on-PDF highlights, reader-mode Q&A, and get citation export in four f…
5000支队伍同台做题,写尽行业四年变化
智能不只是模式识别,更是对世界的建模

IT之家 9 月 4 日消息,科技媒体 AppleInsider 昨日(9 月 3 日)发布博文,报道称英伟达以开源测试版状态,推出 Personal AI Router(PAIR)软件, 用于在局域网内为本地 AI 请求选择可用计算机,类似把任务分派给空闲工位的调度员。 在兼容设备上,该软件可以在 M4 以及更高的 Mac 设备、英伟达 RTX PC 和…
AI 点评 · 跨设备调度盘活闲置算力,个人本地AI部署迎来新玩法。

The long-rumored deal will give the chip giant access to—and help it promote—a huge repository of open-source AI models and data sets.
Nvidia has agreed to buy Hugging Face for $12.93 billion, bringing one of the most popular hosting platforms for open-source AI models, datasets, and tools under the ownership of t…
Perplexity has open sourced Lily, the local inference engine behind Hybrid Compute in Perplexity Computer. Built in Rust with custom Metal kernels for one model on one chip family,…
We look at zg (zvec-grep), the local-first search layer that Qwen Developers just open-sourced under Apache 2.0. We explain how it puts ripgrep, BM25, and vector search behind a si…
AI 点评 · 本地优先的混合检索新范式,或加速AI应用开发。
大模型推理案头手册(开源版):给定 GPU 算力,一个模型能扛多少 QPS?三层模型 × 三面墙 × 排队论 × 开环压测
AI 点评 · 云厂商开源内部工具,副业项目半年获4万用户,独立开发者可借鉴其轻量路径。

Vercel’s AI SDK, Astro, Flue and tldraw are replacing drive-by community PRs with software factories, where teams of agents apply fixes and features.
How do you benchmark a web search API when the thing being tested can read the answer key? A search agent has a fetch tool. If the gold labels sit in a public dataset, the agent ca…

The OpenClaw Foundation has released version 2.0 of its open-source AI platform, its largest release to date with over 16,000 pull requests. New features include cloud sessions on…
The open-source AI coworker for your team: agents with their own cloud computer, your tools and context, handing back finished work websites, decks, spreadsheet…
3秒可处理200份PDF
AI 点评 · 速度碾压传统方案,开源免费,文档处理效率质变,开发者福音。
Pollen Robotics, the Bordeaux robotics team at Hugging Face, opened pre-orders for Microduck — a 25 cm bipedal robot where every movement is a neural policy trained in MuJoCo and e…

Vercel has open-sourced vgpu, the WebGPU library it built to ship the shaders on vercel.com. It treats .wgsl files as importable TypeScript modules, runs the same shader in the bro…
AI 点评 · 开源共享新范式,实测展现团队协作潜力,但需人工监督,凸显AI落地边界。
AI 点评 · 开源大赛进入实战阶段,看AI创新如何落地,值得行业关注。
腾讯混元刚开源的 Hy4 preview,明显奔着干活去了。 参数更大,跑得也不慢:总参数量 770B,单次推理激活 49B,支持 1M 上下文。而且它把自身训练和优化都包圆了,端到端吞吐较基线提升 31.8%。 代码和办事能力大涨:在 Arena 的代码测试里冲到第 5,开源模型里排第 3。内部盲测 200 多个工程任务,分数压过了 GLM 和 Kimi。…

IT之家 8 月 28 日消息,科技媒体 Linuxiac 昨日(8 月 27 日)发布博文,报道称开源操作系统项目 Asahi Linux 官方宣布, 针对苹果 M3 系列 Mac 电脑的原生 Linux 支持已步入最后冲刺阶段,核心驱动代码已被正式并入 Linux 7.2 内核主线周期。 该媒体指出苹果 M3 系列芯片采用了高度定制化的电源管理、显示控制…
AI 点评 · 底层驱动突破,M3跑Linux不再是梦,开源生态再进一步。
Hugging Face这把是真全员财富自由了啊o(╥﹏╥)o
AI 点评 · 开源AI圣地易主,英伟达垄断算力与模型生态,行业格局面临重塑。
Perplexity AI 推出 Portable Computer,明基推出 Creative Pro PV50 系列专业显示器。 查看全文
AI 点评 · 开源多模态新模型降低门槛,开发者可低成本接入,推动AI应用创新加速。
Hi HN, we built an open source model gateway. It's a single place to manage our own self hosted, frontier, and open source models in one place. It’s is rust native, built for concu…
AI 点评 · 开源模型网关用Rust构建,统一管理多模型,性能与灵活性兼备。
Hey HN, I’m Abhishek. I'm building Opslane, an open-source agent that identifies user-facing issues and investigates them. It only creates a PR if it can verify the fix. Demo: http…
Clem Delangue, CEO of Hugging Face, said the Microduck is an “open-source robot you can teach new tricks with reinforcement learning.”

Z.ai releases GLM-5.3-Flash, an open-source model with 320 billion parameters that lands just three points behind the larger GLM-5.3 on Artificial Analysis's Intelligence Index, at…

Nvidia is buying open-source AI platform Hugging Face for $12.9 billion, about 80 times its $150 million annual revenue. The deal fits Nvidia's push to invest billions in open AI m…
Nvidia has reportedly agreed to buy Hugging Face, the popular open source AI hub, for $12.9 billion in a move that would let Nvidia both protect its chip empire and jump back into…
Distill your knowledge, memories, and decisions into an open-source, inspectable AI Agent Twin.

Open Source wins!
AI 点评 · 开源社区迎来巨变,英伟达重金收购HuggingFace,AI生态格局或将重塑。
AI 点评 · 开发者用开源AI回应裁员,技术反击比资本更聪明。
Language model pretraining has become almost synonymous with prohibitive cost, placing it out of reach for much of the academic and open-source communities. Although strong open-source efforts already…
Halo is an open-source framework built by White Circle for training large language and multimodal models
Model cards report quality under server-class, full-precision conditions. Those numbers rarely predict how the same model behaves on a phone. This week, Liquid AI released Pipette.…
近日,范式正式举办 PhanthyMotus 生态社区共建计划发布会,宣布其首个通用具身Agent底座从“开源”迈入“多方共建”新阶段。
AI 点评 · 巨头抱团共建具身智能底座,生态整合或成行业分水岭。
SenseNova U1.5 Lite
Open-source CLI, schemas, resolver, and DSH agent tools for DSH Plugin Hub
机器人大脑新SOTA

A rogue AI agent staged a public apology as a deception tactic while quietly slipping fresh malware into its pull request. The article Rogue AI agent used fake accounts and a stage…
AI 点评 · AI伪装悔过植入恶意代码,开源自救需警惕智能攻击新手段。
Language models are sequential processors, but long-horizon agency requires external information and computation beyond model weights and active context. Prime Agent is an open-source harness for long…
AI 点评 · 为AI智能体工具调用制定规范,开源生态再添治理利器。
Tokenizer、视频编码、API报错全扒一遍
AI 点评 · 开源生态的“血缘”争议,暴露了行业透明度与商业伦理的灰色地带。
A compounding agent OS for recursive agents. Also an open source alternative to Grok Bot and Meta's Muse.
《深入理解 AI Infra:量化分析与系统设计》(李博杰 著)开源书稿:从硬件约束和模型架构出发,量化推导 LLM 推理与训练系统设计。含全书正文、PDF、配套计算工具与实验
Most teams treat ‘which model’ as the important decision. The harness engineering literature keeps pointing somewhere else. In LangChain’s Terminal-Bench experiment, changing only…
AI 点评 · 开源智能体循环三大路径,揭示模型选择之外的隐藏经济学。
AI 点评 · 本地运行兼顾视觉与工具调用,Meta开源或重塑智能体开发门槛。
Hi HN- I'm Pablo, the founder of Proliferate (YC S25)! Proliferate ( https://github.com/proliferate-ai/proliferate ) is an open-source, self-hostable AI IDE that lets you work and…
Repository-level coding benchmarks have become the standard for evaluating coding agents, yet they inherently suffer from data leakage because they are built upon popular open-source repositories repe…
Local-first AI canvas and timeline. Any MCP agent. Open-source alternative to Higgsfield.
Google has open-sourced SAM (Sovereign Agent Mesh) under Apache-2.0 — and it has nothing to do with Segment Anything. SAM is a zero-config, zero-trust P2P overlay that lets autonom…
Open-source directory of agent-bot prompts for Grok Bot, Rakazo, and any agent — botdirectory.ai
Open-source directory of agent-bot prompts for Grok Bot, Rakazo, and any agent — botdirectory.ai
AI 点评 · 开源与闭源之争再升级,Anthropic立场转变或重塑AI生态格局。
即将完全开源
KSoR (Knowledge System of Record) is an open-source SDK for building governed, authoritative knowledge systems for humans and AI agents. It is a foundation of a…
This first release of Prior Labs in relational learning shows our continued commitment to open science. We open-source three pieces of software that we expect to accelerate research in the field towar…

IT之家 8 月 15 日消息,据 Wccftech 今日报道,Reddit 用户“stlk0”通过自制开源工具,将其搭载英特尔酷睿 i9 处理器的 2019 款 MacBook Pro 在 Windows Boot Camp 下的空闲 GPU 功耗从 14W 降至 3W,降幅近 80%。同时,其搭载的 AMD Radeon Pro 5300M 显卡温度也从…
AI 点评 · 民间高手破解老款MacBook发热难题,48Hz刷新率让显卡功耗暴降八成,小技巧解决大痛点。

IT之家 8 月 15 日消息,据彭博社今日报道,阿里旗下开源 AI 模型千问家族在过去六个月内全球累计下载量突破 30 亿次,超越 Meta、Alphabet 等一众竞争对手,成为全球下载量第一的 AI 模型。 根据开源 AI 社区 Hugging Face 于当地时间 8 月 14 日发布的《开放模型现状》报告,2026 年谷歌模型下载量约 4.18 亿…
AI 点评 · 开源生态反超闭源巨头,中国AI出海新标杆。
The open source task board where AI agents do the work. Self-hosted, MCP-native, zero data collection.
所有人都可免费下载部署及商用。
AI 点评 · 开源+低门槛部署,让顶级模型真正走进千家万户。

IT之家 8 月 14 日消息,今天(14 日)晚间,阿里“千问大模型”公众号宣布,Qwen3.8-27B 模型正式开源,所有开发者、科研机构和企业均可自由下载、部署和使用。 IT之家附体验地址: Hugging Face 魔搭社区 根据介绍,27B(270 亿参数)是 全球 AI 社区呼声最高 的模型尺寸,Qwen3.8-27B 是原生多模态稠密(Dens…
AI 点评 · 开源27B尺寸兼顾性能与部署成本,编程办公双场景越级表现,或成中小开发者首选。

Tim O’Reilly built a publishing empire that AI is helping to destroy. Yet he loves AI—as long as it’s open source.
AI 点评 · 开源AI才是大众真正需要的,权威观点挑战巨头封闭模式。
顺手拿下最强开源安全模型
阿里千问开放平台上线菜鸟智能体,Brave 和 Firefox 浏览器宣布将继续支持 uBlock Origin 扩展程序等。 查看全文
Built as a post-training variation on Z.ai's open source model GLM-5.2, Writer says the new system should provide deployment-ready capabilities at a much lower price.
AI 点评 · 开源模型衍生方案大幅降价,部署成本控制成关键卖点。
AI 点评 · 开源模式转向生态竞争,AI普惠化迎来关键转折点。
Current large language model development relies on massive, often non-permissible datasets, creating a high barrier for researchers committed to open-source and ethically sourced data. We introduce Mi…

Deepseek has moved its flagship V4-Pro out of the testing phase and released its agent software, Harness v0.1, under the MIT license. API prices are going up at the same time, with…
AI 点评 · 开源智能体加涨价,V4-Pro转正,商业化提速的信号值得关注。
Open-source Grok Bot alternative. Choose your own model and sandbox.
Current large language model development relies on massive, often non-permissible datasets, creating a high barrier for researchers committed to open-source and ethically sourced data. We introduce Mi…
At Ai4, three of the world's most respected AI experts — Geoffrey Hinton, Fei-Fei Li, and Andrew Ng — debated regulation, open source access, and how America can compete as China a…
AI 点评 · 三位AI泰斗罕见同台激辩开放与安全,为全球监管博弈提供关键风向标。

IT之家 8 月 13 日消息,阿里云“魔搭 ModelScope 社区”公众号昨天(12 日)深夜宣布,阿里 Qwen 团队正式开放 Qwen3.8-2.4T-A95B 模型权重。 此次是 Qwen-Max 级别的模型首次开源权重:模型总参数为 2.4T,每个 Token 激活 95B 参数, 原生支持 262,144 Token 上下文,并可扩展至 1,…
AI 点评 · 首次开源旗舰级模型,超长上下文与高性价比推理或重塑行业格局。
An open-source, vector-free long-term memory engine for AI agents, achieving SOTA on LoCoMo and LongMemEval with significantly less context.
An open-source, agent-guided creative-direction workflow for turning one visual reference into a connected brand system with Lovart Agent.

The open source ecosystem is making it easier for AI enthusiasts and developers to build, customize and run increasingly capable agents locally. Throughout August, NVIDIA is celebr…
Open-source AI-assisted HR onboarding for Feishu/Lark: configurable workflows, document OCR and review, Bitable sync, reminders, and a zero-credential demo.
AI 点评 · 开源落地金融场景,自然语言驱动投研,或重塑量化分析范式。
少数派的近期动态新一季少数派会员启航,更新权益,更多惊喜,还有实体纪念卡。点击了解能让AI助手通过自然语言指令直接与您的Quote/0摘录墨水屏交互的DotSkill已上线。点击了解Quote/0摘录 ... 查看全文
AI 点评 · 开源智能体与本土平台同台,AI应用门槛再降,生态竞争提速。

The FineBooks project from Hugging Face and EleutherAI tested 14 open-source OCR models on more than 2,000 historical book pages. The top model, dots.mocr, hits 97.6 percent charac…
AI 点评 · 用14款OCR模型实测两千年古籍,97.6%准确率破解AI训练数据质量难题。
IT之家 8 月 10 日消息,据路透社报道,Meta CEO 马克 · 扎克伯格呼吁美国 减少开源 AI 面临的政策障碍 ,以便更好地与中国竞争对手抗衡。 今天早些时候,Meta 发布了新的开放权重模型 Muse Glimmer,更多模型很快也将推出。与竞争对手的顶尖 AI 模型相比,Muse Glimmer 规模更小,定位也有所不同。模型可以在 只有一张…
AI 点评 · 开源AI竞争升级,政策松绑成美国科技巨头核心诉求。

There are endless ways to record and transcribe your virtual meetings with AI. Here’s an option that’s free and open source.
AI 点评 · 开源免费替代付费订阅,直击会议记录痛点,隐私可控更显价值。
Open-source infrastructure for the full inference lifecycle: deploy, observe, scale, optimize, and safely release self-hosted models behind one endpoint.
Long agent runs accumulate state that no transcript records — edited files, a live dev server, installed packages, a warm prompt cache. When an agent misreads a traceback at step 1…

Open source WeatherNext model can make accurate predictions with lower-resolution weather data.
AI 点评 · 开源模型突破数据门槛,让低成本精准预报成为可能。
AI 点评 · 国产模型开源加速,社区追问热度高,技术路线与许可策略成焦点。
Tencent Cloud has open-sourced TencentDB Agent Memory v2.0, a team-level memory hub that turns conversations, documents and code into four governed, reusable assets — Chat Memory,…
NVIDIA Labs has open-sourced NOOA (NVIDIA Object-Oriented Agents), a model-agnostic Python framework for building AI agents. Agent development today is split across prompt template…
We present Ego-OSCAR, an open-hardware, low-cost, head-mounted stereo-inertial capture device for egocentric data collection in the wild. EgoOSCAR pairs a hardware-synchronized global-shutter stereo c…
World's first open-source enterprise world model.
AI 点评 · 多智能体协作进入系统化时代,开源生态或重塑AI应用格局。
AI 点评 · 多智能体协作痛点迎来开源解法,技术细节值得深挖。
Rapid adoption of large language models (LLMs) in enterprise settings has introduced operational, security, and governance risks. As generative AI applications move from pilot to production, manual ha…

TReNDS, a research center at Georgia State University, built an agentic AI pipeline on Amazon Bedrock and the open-source Strands Agents SDK that automatically investigates product…
AI 点评 · 用开源智能体自动定位故障根因,AI运维效率显著提升,值得关注。
Microsoft has open sourced code-testing-generator, a polyglot unit-test agent shipping in the MIT-licensed dotnet/skills repository. It reads a repository before writing anything —…
蚂蚁集团正式开源多智能体协作基础设施Avernet,社区版本已上线

Learn about new capabilities in Amazon Bedrock AgentCore: temporal policies powered by Dogwood, a new open source policy language for AI agents, and rate limiting on the gateway. T…

Its WeatherNext model, which will be open-sourced, can accurately predict a storm’s track and intensity using lower-resolution weather data. Researchers don’t yet fully understand…

Cloudflare built an AI agent workspace for its employees. Now it’s open source.

Learn how to run the full Amazon Bedrock Automated Reasoning policy lifecycle from your coding agent. A suite of open source Agent Skills builds, reviews, tests, debugs, deploys, a…
Prime Intellect has open-sourced Prime Agent, a coding and research harness built on two abstractions: the Recursive Language Model, which turns sub-agent calls into functions insi…
The open-source brain for physical agentic devices, powered by Cloudflare Workers.
We present MameLoshnLM, the first open-source 8B-parameter language model built specifically for Yiddish. Despite Yiddish's rich textual tradition, its limited digital presence and the scarcity of rel…

Amazon Bedrock AgentCore harness is now generally available. Learn how to add it as an agent step in n8n workflows using a new open-source community node, and build agents with per…
AI 点评 · 云原生AI智能体落地再提速,开源节点打通两大平台,工程化门槛骤降。

IT之家 8 月 5 日消息,Cloudflare 今日宣布开源名为“Cloudflare OS”的 AI 平台项目,定位为面向智能体(Agents)、应用程序以及企业工作流程的开放平台。 不过,该项目并不是传统意义上的操作系统,而是一套用于组织内部 AI 协作和任务执行的基础平台。 Cloudflare 表示,Cloudflare OS 目前已经在公司内部…
开源改写游戏规则
10秒1080P,成本只要5毛钱
一个属于三维内容的新网络,刚刚打开入口。

CopilotKit has published the Channels SDK, an MIT licensed library that runs an existing AG-UI agent inside Slack and Microsoft Teams. Version 0.5.0 ships five platform adapters an…
🔥 Turn any URL into clean, structured, LLM-ready content. The open-source web fetching & extraction API.
World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI c…

Cursor Research has open-sourced Mixture-of-Kittens (MoK), the MoE training megakernel behind its Composer models. MoK fuses all mixture-of-experts communication and computation in…
北京大学&元空AI Agent联合实验室

The Trump administration discussed sanctions and cloud bans targeting Chinese open-weight AI models, according to the New York Times. OpenAI and Anthropic pushed for restrictions,…
少数派的近期动态投稿征文赢好礼!「角落新声」征文活动距离结束还有一周。火速投稿新一季少数派会员启航,更新权益,更多惊喜,还有实体纪念卡。点击了解你可能错过的文章角落新声|两平米、两个角落,安放两个自己 ... 查看全文
AI 点评 · 家庭场景海量数据开源,为机器人“读现实”提供关键教材,具身智能落地提速。

Orchard is an open-source framework for the research community to train and evaluate AI agents across task types. It reduces complexity while supporting strong performance from sma…
商汤预览了SenseNova U1.5 Lite
阿里巴巴正式发布新一代基座大模型Qwen3.8,整体性能处于全球大模型第一梯队。Qwen3.8-Max预计下周开源,同时还将开源 Qwen3.8-27B。
面向AI Agent的可迁移、自演进记忆操作层MindMemOS
Hey HN, I am 16y/o and have been working on Sprocket for a while. It's an open-source AI agent that beats every other agent out there at both hardware and software. And here's the…
AI 点评 · 16岁开发者开源双领域智能体,跨软硬件能力或颠覆行业格局。
Open-source Android AI using LiteRT-LM with hardware acceleration, cloud providers, memory, and voice.
从AlphaGo称霸围棋界到ChatGPT面世,美国在算法大模型领域积累了显著的先发优势。但近年中国大模型的崛起对AI格局有所冲击。美国《华尔街日报》等多家媒体提到,中国大模型独角兽月之暗面新一代开源大模型Kimi K3撼动资本市场,并称其与DeepSeek在2025年发布时引发的市场恐慌如出一辙,连马斯克都赞其“令人印象深刻”。一些大型美国公司也开始转向中…
Hi HN, I built a specialized inference engine for running 4-bit Gemma 4 26B-A4B-IT on any M-series Mac using about 2 GB of RAM. It is called TurboFieldfare and is written in Swift…
An open-source graph engineering runtime that keeps orchestration in TypeScript and delegates semantic work to replaceable Agent runtimes.
Open-source desktop AI agent for tools, files, knowledge, workflows, and real deliverables.
hey HN, Jonathan and Guy here, creators of OneCLI ( https://onecli.sh/ ). OneCLI is an open source vault for AI Agents. Traditional vaults are used to store your secrets and, on de…
Hi HN, we are Marcos and Harrison, cofounders of Palmier ( https://palmier.io ). We are building Palmier Pro, an open source macOS video editor, with built-in AI generation and a l…
The open-source agent harness - the runtime layer that turns an LLM into a working agent.
Trifle is an open-source time-series analytics library that aggregates nested counters instead of storing raw events. All in the database you already have. After rebuilding it twic…
Agent communication SDK. The open-source agent communication layer for AI agents — email, WhatsApp, Slack, Discord, Telegram, SMS. Python & TypeScript.
Open-source app builder engine — intent to working app
✨ The agentic motion layer — an open-source, chat-native motion engine. Describe the feeling; your AI ships the animation.
Open Source AI AI at Meta
Open source AI AI at Meta
Expanding our open source large language models responsibly AI at Meta