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📊 深度分析(2026-09-20 20:40 北京)基于更早的数据快照,数据已刷新,已自动隐藏过时结论 —— 待重新生成分析后显示。
💎 高价值精选 AI 判断 · 跨源挖掘
- 2.1 [程序员] 智谱出大瓜了:偷偷把工作区打包加密上传到阿里云 OSS? V2EX · 技术 · 工程师
- 2.1 Rapidly scaling online storage to serve over 1 billion ChatGPT users OpenAI · 技术 · 工程师
- 2.0 Powering AI is an architecture problem MIT Tech Review AI · 技术 · 决策者
- 2.0 Beyond Final Answers: CRYSTAL Benchmark for Transparent Multimodal Reasoning Evaluation arXiv cs.AI · 模型 · 研究者
- 2.0 A Hard Year For Software IPOs Crunchbase News · 商业 · 决策者
- 1.9 Deepseek training 2T and plans 8T model xlb:本地大模型 · 模型 · 研究者
- 1.9 Deepseek training 2T and plans 8T model r/LocalLLaMA · 模型 · 研究者
- 1.9 Astronex-World 1.0: Real-Time Interactive World Model Foundation arXiv cs.AI · 模型 · 研究者
- 1.9 MuLA-Bench: A Multilingual Long-Form Audio Understanding Benchmark via Multi-Tier Auditing arXiv cs.CL · 模型 · 研究者
- 1.9 GoBench: Evaluating LLMs on the game of Go [R] r/MachineLearning · 模型 · 研究者
- 1.9 Crusoe raises $3.9B to build massive data centers and small modular ‘AI factories’ TechCrunch AI · 商业 · 决策者
- 1.9 Crusoe raises $3.9B to build massive data centers and small modular ‘AI factories’ TechCrunch Venture · 商业 · 决策者
📰 最新快讯
- Qwen-Image-2.1 在图像编辑和文生图竞技场登顶开源榜首
- Muse 宣布与 Shopify、PayPal、Expedia 和 Instacart 集成
- GGUF模型现可直接在Hugging Face Transformers中运行,采用ggml Metal内核
- 小米 MiMo-V2.6 系列开源多模态推理模型正式上线
- Command Code 在 3D SubwayBench 上测试 Mimo-V2.6-Flash、Grok-4.7 和 DeepSeek-V4.1-Flash
- Hy Image3.5 预览版现已上线 ComfyUI
- Qoder在2026年云栖大会发布全软件生命周期覆盖功能
- Qwen-Image-2.1 登顶开源图像编辑与文生图竞技场
- Grok Bot 与 Connectors 现已登陆特斯拉车辆
- Opencode 自动修复航班值机表单,展现 AI 实际应用价值
- 腾讯混元 Hy Image 3.5 预览版上线 GMI Cloud,每张图 0.024 美元
- ChatGPT Health 新增点击摘要同步数据功能
- OpenRouter Batch API 正式上线,多数模型价格减半
- Command Code 用 Rust 重写推理数据摄取,内存占用减少 17 倍
- GMI Cloud 用 50 美元和 Claude Opus 5.5 创作二战短片
- GMI Cloud 模型现已上线 Cline:新增 15 款模型
- Muse 集成 Instacart,推出 AI 驱动的杂货订购功能
- Command Code 推出 GPT 6 Sol 和 Luna,并更新定价层级
- OpenAI 发布 GPT-6 Sol 和 Luna:更快、更实惠的模型
- Cline 发布全新形象与桌面应用更新
- Perplexity 通过提示引导自蒸馏后训练计算机模型,工具调用失败率降低 21.2%
- LiteLLM 即时支持 GPT-6 Sol 与 GPT-6 Luna
- Anthropic Opus 5.5 与 OpenAI GPT-6 Sol/Luna:前沿AI性能跃升与降价
- Muse 与 Expedia 合作,实现 AI 驱动的旅行规划
- Jev AI 在安全实验中发现 WiFi 网络后门
- Pydantic AI 代理现由 Jev 驱动,速度大幅提升
- OpenCode 新增 GPT 6 Sol、Luna 和 Opus 5.5 模型
- GPT-6 Sol 现已在 Perplexity 与 Computer 上线,默认作为轻量档位
- Claude Opus 5.5 发布,附早期创意探索示例
- OpenAI GPT-6 Sol 和 Luna 在 Requesty 上线,价格下调
⭐ 多源共振
githubxsocialboardlaunch
+612★/d 活跃开发 official #3
Clone any viral video with AI agents. Not just a script, the whole workflow: swap the face, the words, the B-roll, ship 100 variants in one command, and get your 100M views.
🔺 @cccyd_qwq 首发 · 55h 前
githubxsocialboardhn
+400★/d 活跃开发 official #9
tiny Jev-like model built on top of Qwen2.5-0.5B you can train and run on your MacBook
🔺 @jaredpalmer 首发 · 71h 前
githubxsocialboardlaunch
+311★/d 活跃开发 official #13
The Office Harness for AI Agents — Spreadsheets, Docs, Slides, Canvas, Relational Tables, and PDF in one runtime.
🔺 @Irish7inian 首发 · 51h 前
githubxsocialboard
+601★/d 活跃开发 official #1
A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io
🔺 @xiao92666 首发 · 23h 前
githubxsocialboard
+237★/d 活跃开发 official #8
Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop, mobile and remote runtime.
🔺 @shanyanggm 首发 · 66h 前
🔥 动量榜
| # | Repo | 7d | +1d★ | 7d★ | 质地 | 官方 | X |
|---|---|---|---|---|---|---|---|
| 1 | NandhaKishorM/laya ↺ 4d Python 🔺 @clxymox 首发 · 61h 前 |
+916 | 17,336 | 早期·低活动 | #4 | 26× | |
| 2 | hypit-ai/hypit ↺ 4d TypeScript · Clone any viral video with AI agents. Not just a script, the 🔺 @cccyd_qwq 首发 · 55h 前 |
+612 | 7,951 | 活跃开发 | #3 | 32× | |
| 3 | farion1231/cc-switch 🆕 new Rust · A cross-platform desktop All-in-One assistant for Claude Cod 🔺 @xiao92666 首发 · 23h 前 |
+601 | 1,605 | 活跃开发 | #1 | 12× | |
| 4 | jev-chat/jev-chat-jarvis ↺ 1d Kotlin 🔺 @cyxjya 首发 · 12h 前 |
+569 | 4,224 | 早期·低活动 | #7 | 20× | |
| 5 | jaredpalmer/kev ↺ 2d Python · tiny Jev-like model built on top of Qwen2.5-0.5B you can tra 🔺 @jaredpalmer 首发 · 71h 前 |
+400 | 4,412 | 活跃开发 | #9 | 15× | |
| 6 | google/ax ↺ 3d Go · Google's open agentic orchestration runtime |
+334 | 5,864 | 活跃开发 | #10 | 22× | |
| 7 | dream-num/univer 🆕 new TypeScript · The Office Harness for AI Agents — Spreadsheets, Docs, Slide 🔺 @Irish7inian 首发 · 51h 前 |
+311 | 1,286 | 活跃开发 | #13 | 6× | |
| 8 | deepseek-ai/deepseek-harness ↺ 4d TypeScript 🔺 @Xudong07452910 首发 · 43h 前 |
+287 | 7,090 | 早期·低活动 | – | 11× | |
| 9 | browser-use/jev-ultrafast ↺ 4d Python 🔺 @0x0SojalSec 首发 · 72h 前 |
+268 | 18,138 | 早期·低活动 | – | 32× | |
| 10 | shengjidaguai-china/goutoujunshi 🆕 new Python · 一个先接住情绪、再分析关系并给出可执行策略的 Codex 恋爱军师,内置心理、法律、社会、人文、哲学、婚姻家庭与性学知识 |
+246 | 846 | 早期·低活动 | #18 | 6× | |
| 11 | CopilotKit/openmuse 🆕 new TypeScript · A personal agent with a browser, terminal, files, and work t |
+239 | 768 | 早期·低活动 | #5 | 3× | |
| 12 | stablyai/orca ↺ 4d TypeScript · Orca is the ADE for working with a fleet of parallel agents. 🔺 @shanyanggm 首发 · 66h 前 |
+237 | 5,552 | 活跃开发 | #8 | 24× | |
| 13 | arcboxlabs/arcbox ↺ 4d Rust · Run AI agents on real and isolated machines — own kernel, fi |
+190 | 1,906 | 早期·低活动 | #6 | – | |
| 14 | tt-a1i/archify ↺ 4d JavaScript 🔺 @Sn0wbrave 首发 · 53h 前 |
+188 | 5,270 | 活跃开发 | – | 13× | |
| 15 | anthropics/financial-services 🆕 new Python 🔺 @aigeeknews 首发 · 35h 前 |
+173 | 1,606 | 活跃开发 | – | 10× | |
| 16 | browser-use/video-use 🆕 new Python 🔺 @Alex_Inspira 首发 · 5h 前 |
+171 | 1,007 | 早期·低活动 | – | 10× | |
| 17 | ai-evals-course/evals-skills 🆕 new · Skills for building LLM evals. Starts with interactive error |
+162 | 378 | 早期·低活动 | #2 | 1× | |
| 18 | Mak5er/AirCard ↺ 2d Swift 🔺 @wenyuanw_ 首发 · 13h 前 |
+159 | 2,761 | 活跃开发 | – | 8× | |
| 19 | ChenLiu-1996/figures4papers ↺ 1d Python · My Python scripts to make high-quality figures for publicati 🔺 @XDniwei 首发 · 38h 前 |
+146 | 1,409 | 早期·低活动 | #17 | 3× | |
| 20 | cloudflare/security-audit-skill ↺ 4d JavaScript 🔺 @MaciejLukianski 首发 · 41h 前 |
+144 | 13,190 | 早期·低活动 | – | 35× |
🗞️ Hacker News
- GPT-6 Sol and Luna 1,176p · 602c
- MiMo v2.6 704p · 330c
- I said no and Apple said yes 655p · 517c
- Cloudflare Quick Tunnels 594p · 253c
- Android 17 is the first since 3.x to add new APIs without releasing to the AOSP 568p · 270c
- OpenJev 562p · 247c
- ChatGPT now knows what you do on other websites via ad collector 545p · 302c
- Claude Code now reads AGENTS.md if there is no Claude.md 531p · 188c
- I don't want to read what you didn't write 478p · 163c
- Pentagon says overreliance on AI contributed to missile strike on Iran school 411p · 214c
🛠️ 技术源 · GitHub Trending/Lobsters
- Redis is not a map you talk to over TCP Lobsters · 2026-09-23
- Parsing JSON Objects without intermediate ASTs Lobsters · 2026-09-23
- Data-Only Attacks Are Easier Than You Think Hacker News Front Page · 2026-09-23
- Transit rewards (Waymo pays you to take the train) Hacker News Front Page · 2026-09-23
- US criticises Australia's proposed algorithm opt-out laws as 'censorship' Hacker News Front Page · 2026-09-23
- DeepSeek Elastic Compute (DSec): Sandbox Infrastructure for Effective Agentic Training at Scale Lobsters · 2026-09-23
- The new CC, an AI agent built for families Hacker News Front Page · 2026-09-22
- Augustofaces: Pareidolia Fine Art Hacker News Front Page · 2026-09-22
- The current balance of power in open models Hacker News Front Page · 2026-09-22
- How to talk about "AI" without adding to the anthropomorphization Lobsters · 2026-09-22
- GitHub Actions leaking secrets when Miri output is cached Lobsters · 2026-09-22
- Fifty Years of Open Source Software Supply Chain Security (2025) Lobsters · 2026-09-22
- The UV index is not the warm sensation of sunlight on bare skin Hacker News Front Page · 2026-09-22
- No Sloptober Lobsters · 2026-09-22
- Microsoft killed FoxPro in 2007. Anyway, here's FoxPro revived Hacker News Front Page · 2026-09-22
- Why do common Rust packages depend on C code? (2023) Lobsters · 2026-09-22
- The JavaScript Midlife Crisis Hacker News Front Page · 2026-09-22
- Native apps written in TypeScript and CSS Hacker News Front Page · 2026-09-22
- Obscura: VPN that can't log your activity Hacker News Front Page · 2026-09-22
- That About Wraps It Up for Stock Mac UI Lobsters · 2026-09-22
- Pentagon says overreliance on AI contributed to missile strike on Iran school Hacker News Front Page · 2026-09-22
- SAML: A fractal of bad design Hacker News Front Page · 2026-09-22
- Jev-powered autocorrection Lobsters · 2026-09-22
- Serious editors are a commitment (at least for me) Lobsters · 2026-09-22
- Did OpenAI solve the wrong Navier-Stokes problem? Lobsters · 2026-09-22
- Unreal Agent Hacker News Front Page · 2026-09-22
- GPT-6 Sol and Luna Hacker News Front Page · 2026-09-22
- 'We hacked the FBI:' Hackers say they have data on all FBI employees Hacker News Front Page · 2026-09-22
- Plain-text files are at risk Lobsters · 2026-09-22
- Writing Rust code that's faster than state-of-the-art libraries by asking agents to make the code faster Lobsters · 2026-09-22
- Why do computers look like this anyway? Lobsters · 2026-09-21
- Are we really going to use the same Desktop UX forever? Lobsters · 2026-09-20
- BYD Slashes Price of Electric Car and Becomes Cheapest in Australia [video] Hacker News Front Page · 2026-09-20
💬 V2EX
- [Apple] 很遗憾, Apple 国内直营店已经明显让人失望了 V2EX · 2026-09-23
- [分享发现] 最近了解到 DNF 私服,发现了新大陆,有没有人想一起玩耍的 V2EX · 2026-09-23
- [技术栈] 有没有系统性美化页面的 skill 之类的工具 V2EX · 2026-09-23
- [Apple] [选购咨询] 从 Intel i9 32G 换到 M 系列 Mac mini, 16G 统一内存够用吗? V2EX · 2026-09-23
- [Bitcoin] 比特币,每人聊么 V2EX · 2026-09-23
- [生活] 当前环境越来越差了——从身边一些现象说起 V2EX · 2026-09-23
- [Wunder] 每天晚上 11 点, Fable 会根据最近的项目进展及来自用户的输入,向我推荐一个有价值 build 的功能。然后 Astra 会加入讨论,把一些细节细化。然后如果我觉得确实有必要做,就回复 do it 让他们开动。 V2EX · 2026-09-23
- [Apple] 大佬们,有没有带屏显且多口不断连的充电器推荐? V2EX · 2026-09-23
- [程序员] GPT-6-SOL 在订阅用户中计费是怎么样的? V2EX · 2026-09-23
- [程序员] 公司 ChatGPT 从 Business 切到 Enterprise 后,额度反而两小时就用完了,有人了解这个计费机制吗? V2EX · 2026-09-23
- [VPS] 出一个搬瓦工 159 美元一月的 洛杉矶 机器 半价 5 折 刚开 2 天 V2EX · 2026-09-23
- [咖啡] [咖啡] 有什么好喝的解决方案? V2EX · 2026-09-23
- [OpenAI] 目前测试 GPT 各个版本,还得是 GPT-6-Astra 啊 V2EX · 2026-09-23
- [问与答] 上海租房好难。想租到没有噪音的房子太难了。 V2EX · 2026-09-23
- [问与答] 我有一个疑问,在进行例如游戏开发的过程中,图片资源你们是如何解决的? V2EX · 2026-09-23
- [程序员] sub2api gpt 生图不按照参数出图这个有了解的吗? V2EX · 2026-09-23
- [OpenAI] gpt/claude 续费 V2EX · 2026-09-23
- [程序员] 你们 freenom 的 tk 域名还能用吗 V2EX · 2026-09-23
- [问与答] 有没有适合 vibe 时侯玩的游戏 V2EX · 2026-09-23
- [分享创造] 做了 104 个 DeepSeek 大肥鱼动态表情包 V2EX · 2026-09-23
- [程序员] 注册 meta 的 muse 智能体 使用 google gemini pro 的 spark [绕过 ip 问题与排队] V2EX · 2026-09-23
- [推广] 整理了一份 Laya 决策模型指南 V2EX · 2026-09-23
- [问与答] 重新寻找 AI 播客的合作伙伴 V2EX · 2026-09-23
- [程序员] 我说的话那里不好听了?谁能给我解释一下 V2EX · 2026-09-23
- [Codex] 日常开发的话, GPT-6 的 Astra Medium 和 Sol Extra High 哪个性价比更高? V2EX · 2026-09-23
- [分享创造] TikTokApis 纯算开源发布, Tk 全部逆向接口 V2EX · 2026-09-23
- [股票] 好像很少人知道曾经纳指跌过 75%?纳指现在明显就是“宝妈指数”。 V2EX · 2026-09-23
- [酷工作] [内推] 初级 Java 开发工程师 · 深圳南山 V2EX · 2026-09-23
- [分享创造] 开源分享:给 iOS 苹果手机公交卡换肤的工具 V2EX · 2026-09-23
- [求职] [求职/远程] Python 后端, 8 年开发经验,主 Python / Go,找长期稳定远程工作 V2EX · 2026-09-23
🐧 LINUX DO
- 已经对GPT死心了 LINUX DO · 2026-09-23
- 当viber爆出第一份极品token时 LINUX DO · 2026-09-23
- 佬们,中秋国庆13 天假期,有准备去旅游的吗? LINUX DO · 2026-09-23
- 今天早上订阅的Claude pro没有发到重置卡 LINUX DO · 2026-09-23
- 我宣布 opus5.5 是现在最强甜点模型 LINUX DO · 2026-09-23
- 佬们,硅基流动的v4怎么不能用代金券了 LINUX DO · 2026-09-23
- 假期快到 心已飞 班一点上不下去 LINUX DO · 2026-09-23
- qoder qwen3.8flash免费无限量使用到9月底 LINUX DO · 2026-09-23
- 难道我订阅了假的GPT?今早提示我6-sol不存在,重启也一样,还只能用5.6-sol LINUX DO · 2026-09-23
- 看到有些佬友说gpt-6降智,测了下,我这情况应该没有吧? LINUX DO · 2026-09-23
- 想用国模选hub站还是哪个公益站? LINUX DO · 2026-09-23
- pro20x现在还能出多少? LINUX DO · 2026-09-23
- 6Sol和6Luna最高档 鹈鹕测试 LINUX DO · 2026-09-23
- Google cloud白嫖不得啊 LINUX DO · 2026-09-23
- 询问:有无成熟的代码水印项目或者思路? LINUX DO · 2026-09-23
- 大善人这次模型怎么不更新了? LINUX DO · 2026-09-23
- Claude封过的邮箱现在不能重新注册了吗? LINUX DO · 2026-09-23
- 求问各位佬友,现在课题组内codex pro分发有什么封号概率低的方法吗 LINUX DO · 2026-09-23
- 求个共享的小火箭,现在还有能用的吗? LINUX DO · 2026-09-23
- vue-i18n 到底有什么问题?为什么 Intlayer 能彻底解决它 LINUX DO · 2026-09-23
- 丝滑开Claude pro订阅 LINUX DO · 2026-09-23
- 习惯了next.js 我看到 ReactNative 有一个expo框架和这个挺像的,文件即路由,有人用过? LINUX DO · 2026-09-23
- 请教佬们,用前沿模型(gpt、claude)的时候,你们agent browser或者browser use等skill还留着吗 LINUX DO · 2026-09-23
- 业者应该用Tg思维对付AI的挑戦 LINUX DO · 2026-09-23
- 期待一下gemin4pro模型 LINUX DO · 2026-09-23
- CPA反代Claude提示不支持5.5是啥问题 LINUX DO · 2026-09-23
- claude pro刚刚充就弹kyc了,已气飞 LINUX DO · 2026-09-23
- opus 5.5出来了,要不要把25刀两个席位的gpt team换掉用cc pro 求疯狂投票 LINUX DO · 2026-09-23
- 佬们帮我看看sub2api这种请求token正常吗? LINUX DO · 2026-09-23
- 本地agent如何控制vps开发 LINUX DO · 2026-09-23
- DeepSeek and Moonshot AI face Beijing's probe over potential data leaks to Anthropic r/LocalLLaMA · 2026-09-23
- Nathan Lambert's written Congressional testimony on the state of open models - Chinese open-weight downloads now 2x America's, >80% of OpenRouter open-model usage r/LocalLLaMA · 2026-09-23
- The attack on open weights continues to grow. r/LocalLLaMA · 2026-09-23
- Finally trying out Agentic stuff and now the question is how do I get my text in the real world in to my computer… OCR, Vision, etc. r/LocalLLaMA · 2026-09-23
- stuntd: a local Jev-compatible server on Laya that learns from your own traffic (no API key needed) r/LocalLLaMA · 2026-09-23
- Unsloth Studio VS LM Studio... Which one do you prefer? r/LocalLLaMA · 2026-09-23
- My local llm when I tell it to do any changes to my vLLM service r/LocalLLaMA · 2026-09-22
- M5 ultra AI test results r/LocalLLaMA · 2026-09-22
- quants for K2-Horizon are now available r/LocalLLaMA · 2026-09-22
- Cloud-AI Cold-Turkey: Real Dev Work with Local AI (Ornith 1.5 35b-a3b and Qwen 3.8-27b; 8GB VRAM vs 32GB VRAM) r/LocalLLaMA · 2026-09-22
- MiMo-V2.6-Flash on vLLM: fixes for "empty responses" with thinking + tools, and a hidden 2,048-token output cap r/LocalLLaMA · 2026-09-22
- New 6B image model coming, AntLing just open sourced the Ming-Image-0.1-Design family r/LocalLLaMA · 2026-09-22
- Qwen image 2.1 (Fast FP8) generates premium quality images r/LocalLLaMA · 2026-09-22
- Now Opus 5.5 is 58 on Artificial Analysis , how long do you have wait until an open model hits 58? r/LocalLLaMA · 2026-09-22
- AntLing open sourced the Ming-Image-0.1-Design family r/LocalLLaMA · 2026-09-22
- mini-AGI: Continual-learning dynamically looped transformer with evolutionary grown (on a laptop) r/LocalLLaMA · 2026-09-22
- Performance tune for gemma4-26b-a4b flash attention shape. by frobnitzem · Pull Request #28450 · ggml-org/llama.cpp · GitHub r/LocalLLaMA · 2026-09-22
- Laya model playing Flappy Bird on a CPU using OpenVINO INT8 inference r/LocalLLaMA · 2026-09-22
- Am I going insane for thinking that these are all Bot comments? r/LocalLLaMA · 2026-09-22
- I built a cache-friendly context compacting plugin for OpenCode r/LocalLLaMA · 2026-09-22
- Qwen 3.8 27B at ~3 BPW on an RTX 3060: GSQ vs ByteShape IQ3-XXS 2.88BPW r/LocalLLaMA · 2026-09-22
- Dynamic Quantiser - a way to make your own high quality dynamic quants r/LocalLLaMA · 2026-09-22
- Mimo2.6-Flash on M5U early results r/LocalLLaMA · 2026-09-22
- How is Gemma4 12B for general everyday use? r/LocalLLaMA · 2026-09-22
- What underrated AI tools have actually made you more productive in 2026? r/LocalLLaMA · 2026-09-22
- Fork of FreeToken with DeepSeek-V4.1, vision and speculative decoding (2x3090 numbers inside) r/LocalLLaMA · 2026-09-22
- Is llama.cpp meant to be slow at long context, even when you aren't using that context? r/LocalLLaMA · 2026-09-22
- About Mimo 2.6 Architecture r/LocalLLaMA · 2026-09-22
- XiaomiMiMo/MiMo-V2.6-Distill-Qwen-9B · Hugging Face r/LocalLLaMA · 2026-09-22
- Qwen3.8-27B: >70 tok/s (>160 tok/s concurrent), 10k tok/s prefill, full context on 2x3090 (or and 48GB or larger on ampere or higher), vanilla vllm r/LocalLLaMA · 2026-09-22
📥 AI 博客 · Newsletter
- SF October 14th: A Birds of a Feather Session on Agentic Engineering Simon Willison · 2026-09-23
- Claude Opus 5.5, GPT-6 Sol, GPT-6 Luna, and a new price war Simon Willison · 2026-09-22
- 🔬 An Oscar, Two Asteroids, and the Algorithm in Your sklearn: John Platt on AI for Science Latent Space · 2026-09-22
- llm 0.36 Simon Willison · 2026-09-22
- Quoting @therealcornpop Simon Willison · 2026-09-22
- llm-anthropic 0.29 Simon Willison · 2026-09-22
- llm-typesafe 0.1a0 Simon Willison · 2026-09-22
- Debating RSI, the US-China Gap, and Jaggedness with JS Denain of Epoch AI Interconnects (Nathan Lambert) · 2026-09-22
- [AINews] Xiaomi MiMo-V2.6-Pro 1T-A42B: the new top Open Weights model, trained for $3M Latent Space · 2026-09-22
- Jev introduces a new shape of LLM - System One, aka Decision Models Simon Willison · 2026-09-21
- Cloudflare Python Workers are now generally available Simon Willison · 2026-09-21
- Jev: System One models for Prod, not God — with Diogo Almeida, CEO, TypeSafe AI Latent Space · 2026-09-21
- Import AI 473: The US’s superintelligence strategy; human brain in a mouse skull; and machine hermeneutics Import AI (Jack Clark) · 2026-09-21
- The current balance of power in open models Interconnects (Nathan Lambert) · 2026-09-21
- Quoting voxium Simon Willison · 2026-09-20
- MCP was always a bad idea? Simon Willison · 2026-09-20
- llm-keys-ui 0.1 Simon Willison · 2026-09-20
- datasette-explain 0.2.2 Simon Willison · 2026-09-20
- datasette-auth-github 1.0 Simon Willison · 2026-09-19
- California Sea Lion, Brandt's Cormorant Simon Willison · 2026-09-19
- Where I stand on RSI Interconnects (Nathan Lambert) · 2026-09-19
- [AINews] Here are 6 Clones of Jev in 2 days Latent Space · 2026-09-19
- Gemini Hacked Three Companies in First Known Breakout by Google’s AI Simon Willison · 2026-09-18
- Note on 18th September 2026 Simon Willison · 2026-09-18
- Quoting Thariq Shihipar Simon Willison · 2026-09-18
- MilleMiglia: A realistic instance generator for middle-mile logistics Google Research · 2026-09-18
- The Creative Spirit of Who Framed Roger Rabbit Simon Willison · 2026-09-18
- [AINews] not much happened today Latent Space · 2026-09-18
- Be alert: targeted attacks on prominent Rustaceans Simon Willison · 2026-09-17
- How To Write With An LLM Simon Willison · 2026-09-17
📢 电报精选
- zaihuapd 黑客声称入侵 FBI,掌握全体员工及申请者数据 黑客组织 ShinyHunters 声称已入侵多个与美国联邦调查局(FBI)相关的服务,并窃取了所有 FBI 员工及求职申请者的数
- landiansub #系统资讯 Android 17 或增加使用谷歌账号解锁功能,忘记 PIN 码后无需恢复出厂设置清空所有数据。 该功能目前出现在 Android 17 QPR2 Beta 5 中
- landiansub #手机数码 iPhone 18 Pro 系列在面容识别失败后可能会出现触控失灵 / 系统卡死 / 自动重启等问题。 该问题并非发生在解锁阶段,而是打开密码等密码保护的应用中,如果
- AI_News_CN ChatGPT Health 新增点击摘要同步数据功能 ChatGPT Health 新增功能,用户点击任意同步数据点,即可基于全局聊天记忆自动生成个性化摘要,无需输入提示。
- AI_News_CN GPT-6 Sol 与 GPT-6 Luna 面向 ChatGPT 用户推出 OpenAI 开始推出 GPT-6 Sol 和 GPT-6 Luna,ChatGPT Work 与
- AI_News_CN 李飞飞谈 AI 安全:不能只让开发者评估自己的系统 据彭博社报道,AI 先锋李飞飞呼吁由独立机构和公共部门对 AI 进行更多监督。她认为,对于能力日益强大的 AI 系统,其安全评
- CE_Observe 特朗普想给人工智能这个术语更名,提议改成超级智能/极致智能/至高智能 ‎https://www.landian.news/~ 特朗普在联大提议给AI改名:以后叫SI(超级
- AI_News_CN Command Code 在 3D SubwayBench 上测试 Mimo-V2.6-Flash、Grok-4.7 和 DeepSeek-V4.1-Flash Command
- AI_News_CN #Tip #Claude Claude 的重置额度使用以后并不会延后自然重置的时间。 via AI Copilot - Telegram Channel
- landiansub #软件资讯 谷歌正在调查 Chrome for macOS 扩展程序弹窗加载缓慢问题,像是 1Password 等扩展点击后可能要等待数分钟才能弹出窗口。 在接到用户反馈后 C
- zaihuapd 中国据称要求银行不将万科逾期贷款列为不良 知情人士称,中国金融监管机构要求部分银行不将万科逾期贷款列为不良资产并延长还款期限,还要求暂缓收取利息,这是北京迄今防止万科违约的最有力
- AI_News_CN Claude Code v2.1. 280 落地:Opus 5. 5 正式接棒默认王座,百万上下文配 4 美元骨折价把账单压进地心 Anthropic把那条偷偷内测的猛料坐实了。
- kejiqu 铁路中秋国庆假期运输启动,10 月 7 日火车票今日开售 中国铁路9月23日启动中秋国庆假期运输,至10月8日结束,共计16天。全国铁路预计发送旅客2.84亿人次,日均计划开行旅
- kejiqu Trump 谴责试图控制 AI 的尝试,希望在美国文件中将其重新命名为 “Super Intelligence” 美国总统 Trump 在联合国发表讲话,明确拒绝任何通过全球主义
- landiansub #行业资讯 开源项目维护者拿不到收益怎么办?能不能强迫企业使用开源软件时付费? NPM 联合创始人劳里・沃斯日前发表长文讨论开源软件领域长期存在的商业困境,事实上企业在为各类供应
- AI_News_CN OpenRouter发布 2026 嵌入模型选型指南:实测 19 款、 37 个目录条目,按场景把最佳候选摆上桌 via AI新闻资讯 (author: AI Base)
- landiansub #安全资讯 被数亿网站使用的 WordPress 被爆出新漏洞:Click2Shell,管理员点击恶意链接可以触发 PHP 代码执行。 该漏洞危害程度较高,目前 WordPres
- zaihuapd 特朗普发起投票讨论“人工智能”更名 美国总统特朗普在社交媒体发起投票:很多人认为,“人工智能”这一说法并不准确,用来指代 AI,也就是人工智能,表述也十分生硬。对于这一新现象,更为
- AI_News_CN OpenAI将允许外部团体在更早阶段评估模型 OpenAI公司计划允许第三方机构在其人工智能模型开发周期的早期阶段,对其模型的安全风险进行审查,这是其为应对外界对该技术潜在危害日
- AI_News_CN DeepSeek 传将向联合国安理会闭门通报 AI 潜在风险与安全挑战 人工智能技术的快速发展正在从单纯的产业竞争,加速上升至全球安全与地缘政治的核心议题。据路透社援引知情人士消
- AI_News_CN Grok Bot 与 Connectors 现已登陆特斯拉车辆 Grok 宣布 Grok Bot 与 Connectors 现已上线特斯拉车辆,可让用户在驾驶时免提管理收件箱、日
- AI_News_CN 谷歌前安全负责人警告:AI 对儿童的伤害恐超社交媒体 据路透社报道,谷歌信任与安全团队的创始人汤姆·西格尔(Tom Siegel)本周呼吁放缓 AI 发展,并警告科技行业正在重蹈
- AI_News_CN OpenAI 重磅发布 GPT-6 Sol 与 Luna 模型:API 价格腰斩,性能直逼顶级旗舰 via AI新闻资讯 (author: AI Base)
- AI_News_CN Anthropic发布Claude Opus5.5:任务成本降40%、输出提速30%,9项测试7项领先GPT-6Astra Anthropic于9月23日凌晨发布Claude5.
- AI_News_CN 被指“OpenClaw换皮”后,Meta罕见承认:产品设计确实深受其影响 Meta超级智能实验室(MSL)产品负责人Nat Friedman日前在X上回应称,旗下AI代理产品Mu
- AI_News_CN OpenAI 宣布将在 AI 模型开发早期阶段引入第三方独立安全评估 面对外界持续增长的对人工智能潜在风险的担忧,OpenAI 近期公布了最新的安全治理动向。据相关报道,该公司计
- AI_News_CN Grok Bot 上线仅一个月,周活跃用户数正式突破 40 万大关 人工智能领域的竞争格局正在迎来新的变数。根据最新行业报道显示,由马斯克的 SpaceX AI 团队推出的 Gr
- AI_News_CN OpenAI 推出 GPT-6 Sol 和 Luna:API 价格大降 50%,单任务成本最低不到竞品一成 via AI新闻资讯 (author: AI Base)
- AI_News_CN Anthropic上线Claude Opus 5.5 ,任务成本大降 40% via AI新闻资讯 (author: AI Base)
- zaihuapd 高通发布骁龙 8 Elite Extreme Gen 6 平台 面向新一代 agentic AI。Oryon CPU 为全球首款 5 GHz 手机 CPU,性能提升 13%;Ad
📚 科技周刊 新项目/工具自荐
- 【开源自荐】:网站性能测试(Web Speed Test) 2 repos
- 【开源自荐】gcl2api-plus:支持多账号池、模型自动降级链与 Token 计费看板的 Gemini / Antigravity 转 API 网关 2 repos
- lost
- 自荐:HarnessGate —— 统一管理 40+ 编码 agent 的自托管控制台 1 repos
- 【开源自荐】DeepSeek就可以当作jev用 deep-jev-seek 1 repos
- 【网站自荐】AI Interior Design:上传房间照片生成室内设计方案
- [自荐] Claude Chat Mobile:把本机的 Claude Code 接到手机上的自托管 Web UI 1 repos
- 【开源自荐】Operational Ontology:Palantir 式本体的可运行最小参考实现,附工厂/医院/金融三个运营示例 1 repos
- 【开源自荐】浏览器可以直接运行的《红色警戒2》网页版,支持《尤里的复仇》、《共和国之辉》,高性能,支持多人联机,原汁原味 2 repos
- 工具投稿:iLoveAIImg —— 免费 AI 图片生成、编辑与去背景
- 【开源自荐】代码报错求助整理器:一个 HTML,把环境、复现步骤和报错整理成 Markdown
- 【产品自荐】Qind(轻达)— 让 Mac 更好用的效率工具箱 2 repos
- 【产品自荐】摄影学英语:把老照片变成英语学习素材 1 repos
- 【开源自荐】Codent:工作区 · 模型 · 会话三平面可自由组合的 AI 编程 Agent 1 repos
- 产品推荐:Sakkyoku.ai —— 专注于日语歌曲与二次元风格的 AI 音乐生成平台
- 【工具自荐】BlackGit: 解决Git管理巨型仓库(二进制资产多,如游戏项目)和无权限管理问题 1 repos
- 【工具自荐】WebDAV Index:打开网页即可浏览 WebDAV 目录 1 repos
- 【文章推荐】同一家公司的 AI,为什么视频很强,生图却不行?
🎯 Alpha 账号 X 上最早带火仓库的人
| 作者 | leads | lead率 | 仓库数 |
|---|---|---|---|
| @shanyanggm | 30 | 0.73 | 26 |
| @xzbx888 | 15 | 0.88 | 8 |
| @shaw_stone73832 | 12 | 0.67 | 9 |
| @iasg1004 | 12 | 0.38 | 21 |
| @Sn0wbrave | 10 | 0.63 | 7 |
| @GitTrend0x | 9 | 0.75 | 8 |
| @the_rza_ | 9 | 0.5 | 8 |
| @the_osps | 8 | 0.73 | 7 |
| @clxymox | 8 | 0.44 | 9 |
| @xfubot | 8 | 0.53 | 8 |
| @QingQ77 | 8 | 0.42 | 9 |
| @shao__meng | 8 | 0.62 | 7 |
| @LFrefman | 8 | 0.47 | 9 |
| @FrontieraTechIT | 7 | 0.7 | 7 |
| @DataChaz | 7 | 0.78 | 7 |
| @vintcessun | 7 | 0.32 | 17 |
| @bilawalsidhu | 6 | 1 | 1 |
| @FreeYoung552022 | 6 | 0.46 | 7 |
| @RepoGems | 6 | 0.75 | 5 |
| @jasontopia | 5 | 0.83 | 3 |
| @engmaxxing | 5 | 0.45 | 8 |
| @neil_xbt | 5 | 0.63 | 3 |
| @key_indie | 5 | 0.83 | 2 |
| @LoveAIbrain | 5 | 1 | 4 |
| @alacheng | 5 | 0.63 | 4 |
🏆 各领域最强模型
文本 / 对话
Claude Opus 5.5
Anthropic · 57.6
图像生成
GPT Image 2.5 Sunburst
OpenAI · 1196
图像编辑
GPT Image 2.5 Sunburst
OpenAI · 1179
文生视频
Wan 3.0
Alibaba · 1336
图生视频
Gemini Omni Flash
Google · 1369
语音合成
Sonic 3.6
Cartesia · 1273
🏆 能力排行榜 Artificial Analysis
文本 / 对话 Intelligence Index
- 1Claude Opus 5.557.6
- 2Claude Fable 5.153.4
- 3GPT-6 Astra52.7
- 4Claude Opus 550.8
- 5Claude Fable 549.6
- 6Muse Spark 1.348.1
- 7GPT-6 Sol 🆕47.5
- 8GPT-5.6 Sol47
- 9Grok 4.746.4
- 10MiMo-V2.6-Pro46.3
- 11Qwen3.8 Max45.4
- 12GLM-5.344.8
图像生成 Text→Image Arena Elo
- 1GPT Image 2.5 Sunburst1196
- 2GPT Image 2.5 Flare1191
- 3GPT Image 21170
- 4Grok Imagine Image 2.01150
- 5MAI-Image-2.61146
- 6Nano Banana 21121
- 7Muse Image1113
- 8GPT Image 1.51103
- 9MAI-Image-2.51102
- 10MAI-Image-2.6-Flash1099
- 11Nano Banana Pro1099
- 12MAI-Image-2.5-Pro1097
图像编辑 Image-Editing Arena Elo
- 1GPT Image 2.5 Sunburst1179
- 2GPT Image 2.5 Flare1159
- 3MAI-Image-2.61131
- 4MAI-Image-2.6-Flash1123
- 5GPT Image 21121
- 6Muse Image1115
- 7MAI-Image-2.51112
- 8Seedream 5.0 Pro1105
- 9Nano Banana 21105
- 10MAI-Image-2.5-Pro1104
- 11Grok Imagine Image 2.01104
- 12GPT Image 1.51102
文生视频 Text→Video Arena Elo
- 1Wan 3.01336
- 2Gemini Omni Flash1330
- 3MiniMax H31302
- 4HappyHorse-1.01287
- 5HappyHorse-1.11272
- 6Dreamina Seedance 2.0 720p1259
- 7Wan2.7-2606121243
- 8grok-imagine-video1235
- 9Kling 3.0 Omni 1080p1230
- 10PixVerse V5.61230
- 11PixVerse V61230
- 12Kling 3.0 1080p1230
图生视频 Image→Video Arena Elo
- 1Gemini Omni Flash1369
- 2Wan 3.01361
- 3Bach 1.0 Pro1359
- 4MiniMax H31354
- 5PixVerse V61337
- 6Dreamina Seedance 2.0 720p1336
- 7grok-imagine-video-1.51329
- 8grok-imagine-video1326
- 9HappyHorse-1.11312
- 10Kling 2.5 Turbo 1080p1296
- 11HappyHorse-1.01293
- 12Vidu Q3 Pro1290
语音合成 Text→Speech Arena Elo
- 1Sonic 3.61273
- 2Qwen-Audio-3.0-TTS-Plus1259
- 3Realtime TTS-21245
- 4Simba 3.21237
- 5Luna TTS1230
- 6Realtime TTS-2 Flash1210
- 7Breeze TTS 21204
- 8Gemini 3.1 Flash TTS1199
- 9StepAudio 2.5 TTS1199
- 10v3 Conversational1196
- 11Sonic 3.51185
- 12Lightning V3.1 Pro1175
🥇 综合能力榜 Benchmark Heaven · 7 榜合一(AA+Epoch ECI+DesignArena)
| # | 模型 | 综合分 | $/1M | Benchmaxxing |
|---|---|---|---|---|
| 1 | Claude Opus 5.5 Anthropic 🏅前沿 | 100 | $5.45 | — |
| 2 | Claude Fable 5.1 Anthropic | 97.2 | $13.64 | 0.6 |
| 3 | GPT 6 Astra OpenAI | 97.2 | $13.64 | -7.99 |
| 4 | Claude Opus 5 Anthropic | 94.8 | $6.82 | -5.63 |
| 5 | Claude Fable 5 Anthropic | 94.1 | $13.64 | -4.49 |
| 6 | Muse Spark 1.3 Meta | 86 | $1.52 | 5.77 |
| 7 | GPT 6 Sol OpenAI | 91.7 | $2.73 | — |
| 8 | GPT 5.6 Sol OpenAI 🏅前沿 | 93.7 | $2.73 | -2.53 |
| 9 | Grok 4.7 xAI | 91.7 | $1.89 | — |
| 10 | MiMo V2.6 Pro Xiaomi 开源 🏅前沿 | 91.7 | $0.47 | — |
| 11 | Qwen3.8 Max 0902 Alibaba | 85.8 | $2.36 | — |
| 12 | GLM 5.3 Z.ai 开源 | 82.9 | $0.78 | 1.63 |
| 13 | Grok 4.6 xAI | 82.8 | $2.36 | 5.28 |
| 14 | Step 5 Preview StepFun | 84.4 | $1.15 | — |
| 15 | Kimi K3 Moonshot AI 开源 | 87.8 | $2.05 | 3.64 |
Benchmaxxing:BH 的指标,+ 值越高表示该模型在"公开基准"上比"不可训练的封闭题"排名更靠前(BH 定义与计算,非本站判断)。
💰 性价比 / 最省钱 跨 provider 最低价 · 10:1 blended · 综合分≥60
| 模型 | $/1M | 综合分 | 最便宜 provider |
|---|---|---|---|
| Agnes 3.0 Flash | $0.06 | 69.1 | |
| DeepSeek V4 Flash 0731 🏅前沿 开源 | $0.06 | 72.5 | StreamLake |
| GLM 5.3 Flash 🏅前沿 开源 | $0.09 | 76.7 | GMICloud |
| Agnes 2.5 Pro Beta | $0.12 | 69.1 | |
| GPT 6 Luna | $0.14 | 69.1 | OpenAI |
| DeepSeek V4.1 Flash 🔒不训练 开源 | $0.15 | 71.5 | Morph |
| Qwen3.8 Flash Next 🏅前沿 开源 | $0.18 | 80.5 | Alibaba |
| Qwen3.8 27B 开源 | $0.25 | 67.6 | Darkbloom |
| GPT 5.6 Luna 🔒不训练 | $0.29 | 77.4 | Azure AI Foundry |
| Solar Pro 4 | $0.38 | 61.3 | |
| MiMo V2.6 Pro 🏅前沿 开源 | $0.47 | 91.7 | Xiaomi |
| Agnes 2.5 Pro Alpha 开源 | $0.49 | 60.8 | |
| DeepSeek V4 Flash Vision | $0.52 | 64.2 | |
| Inkling Small 🔒不训练 开源 | $0.52 | 63 | DeepInfra |
| Apodex 1.1 | $0.55 | 69 |
跨 94 家 provider(含 21 家 🇪🇺 EU、53 家 🔒不训练)· 数据 2026-09-23
🏅 性价比前沿 没有更便宜的模型能在能力上胜过它们(Pareto)
- Ling 3.0 Flash 综合 52.7 · $0.02/M · Novita · 开源
- DeepSeek V4 Flash 综合 54.8 · $0.04/M · Baidu · 开源
- DeepSeek V4 Flash 0731 综合 72.5 · $0.06/M · StreamLake · 开源
- GLM 5.3 Flash 综合 76.7 · $0.09/M · GMICloud · 开源
- Qwen3.8 Flash Next 综合 80.5 · $0.18/M · Alibaba · 开源
- MiMo V2.6 Pro 综合 91.7 · $0.47/M · Xiaomi · 开源
- GPT 5.6 Sol 综合 93.7 · $2.73/M · OpenAI
- Claude Opus 5.5 综合 100 · $5.45/M · Anthropic
🏢 官方发布 · 第一手 各厂官网直发 · 按时间融合 · 每家限量防刷屏
- Introducing GPT-6 Sol and Luna OpenAI · 2026-09-22
- Introducing Gemini 3.8 Live and 3.8 Live Extended Thinking DeepMind · 2026-09-15
- Better prompt caching for GPT-6 OpenAI · 2026-09-22
- Introducing Gemini 3.8 Flash and 3.8 Flash Cyber DeepMind · 2026-09-02
- nvidia/GLM-5.3-NVFP4 NVIDIA Nemotron · 2026-09-18
- nvidia/Nemotron-3-Diarization-preview NVIDIA Nemotron · 2026-09-18
- nvidia/Qwen3.8-27B-NVFP4 NVIDIA Nemotron · 2026-09-17
- zai-org/GLM-5.3 Zhipu GLM · 2026-09-03
- zai-org/GLM-5.3-BF16 Zhipu GLM · 2026-09-03
- moonshotai/Kimi-K3 Moonshot Kimi · 2026-09-01
- MiniMaxAI/MiniMax-H3 MiniMax · 2026-08-12
- Claude Opus 5.5 is now available on AWS Amazon · 2026-09-22
- Introducing the Life Sciences Verification Program Anthropic · 2026-09-16
- inclusionAI/Llama-3.2-1B-Instruct-singprobe Ant 蚂蚁 · 2026-09-13
- inclusionAI/gemma-4-26B-A4B-it-singprobe Ant 蚂蚁 · 2026-09-13
- openbmb/MiniCPM5-2B-GPTQ OpenBMB 面壁 · 2026-09-11
- openbmb/MiniCPM5-2B-Midtrain OpenBMB 面壁 · 2026-09-11
- openbmb/MiniCPM5-2B-MLX OpenBMB 面壁 · 2026-09-11
- ibm-granite/granite-4.2-30b IBM Granite · 2026-09-04
- ibm-granite/granite-4.2-8b IBM Granite · 2026-09-04
- Bring more intelligence to everyday work with GPT-6 Sol and GPT-6 Luna on Amazon Bedrock Amazon · 2026-09-22
- Parallel cut research time and cost in half with GPT‑6 Astra OpenAI · 2026-09-22
- What a task costs on Opus 5.5 Anthropic · 2026-09-22
- zai-org/GLM-5.3-Flash Zhipu GLM · 2026-09-07
- Making global data easier to explore Google · 2026-09-17
- Projects redesigned: from folder to conversation Anthropic · 2026-09-17
- Mistral and Mozilla are bringing open, private and multilingual AI to your web browser Mistral · 2026-09-16
- AI for Societal Impact Google · 2026-09-15
- Building AI to accelerate science and improve lives Google · 2026-09-15
- Modernizing complex legacy code with AI agents. Mistral · 2026-09-09
- Proactive cyber defense for governments and enterprises DeepMind · 2026-09-02
- Mistral x HUMAIN Mistral · 2026-08-24
- MiniMaxAI/MiniMax-M3 MiniMax · 2026-07-22
- MiniMaxAI/MiniMax-M3-MXFP8 MiniMax · 2026-07-11
- moonshotai/Kimi-K2.7-Code Moonshot Kimi · 2026-06-14
- Right-size generative AI endpoints with concurrency sweeps on Amazon SageMaker AI Amazon · 2026-09-22
- microsoft/rho-libero Microsoft · 2026-09-22
- tencent/EVIE-8B Tencent 混元 · 2026-09-22
- tencent/EVIE-4.5B Tencent 混元 · 2026-09-22
- ServiceNow-AI/gemma4-sft-experiments ServiceNow · 2026-09-08
- ibm-granite/granite-4.2-30b-GGUF IBM Granite · 2026-09-02
- tencent/WeVisDoc-4B Tencent 混元 · 2026-09-17
- microsoft/rho-fr3-duo Microsoft · 2026-09-17
- microsoft/rho-yam-box Microsoft · 2026-09-17
- LGAI-EXAONE/K-EXAONE-2.0-750B-A37B LG EXAONE · 2026-08-06
- LGAI-EXAONE/K-EXAONE-2.0-750B-A37B-DSpark LG EXAONE · 2026-08-06
- inclusionAI/Realtime-Venus Ant 蚂蚁 · 2026-09-22
- apple/LensVLM-9B Apple · 2026-09-22
- perplexity-ai/PII-Tracer-vLLM Perplexity · 2026-09-22
- perplexity-ai/PII-Tracer-MLX Perplexity · 2026-09-22
- perplexity-ai/PII-Tracer Perplexity · 2026-09-22
- Transformers now runs llama.cpp quants Hugging Face · 2026-09-22
- Jun Kim, oMLX creator and maintainer, joins Hugging Face to support the MLX community Hugging Face · 2026-09-22
- Pruning LLMs Like a Physicist: Block Removal as an Ising Optimization Problem Hugging Face · 2026-09-21
- NVIDIA Nemotron Achieves Benchmark-Leading Performance With LangChain Deep Agents Harness NVIDIA · 2026-07-08
- stepfun-ai/Step-3.7-Flash-GGUF StepFun · 2026-06-02
- stepfun-ai/Step-3.7-Flash StepFun · 2026-06-02
- stepfun-ai/Step-3.7-Flash-NVFP4 StepFun · 2026-05-31
- xai-org/grok-2 xAI · 2025-11-04
- meta-llama/Llama-4-Maverick-17B-128E-Instruct Meta · 2025-05-22
- meta-llama/Llama-4-Scout-17B-16E-Instruct Meta · 2025-05-22
- meta-llama/Llama-4-Maverick-17B-128E-Instruct-Original Meta · 2025-05-10
- xai-org/grok-1 xAI · 2024-03-28
- XiaomiMiMo/MiMo-V2.6-Distill-Qwen-9B Xiaomi MiMo · 2026-09-21
- XiaomiMiMo/MiMo-V2.6-Flash-RL Xiaomi MiMo · 2026-09-21
- XiaomiMiMo/MiMo-V2.6-Pro-RL Xiaomi MiMo · 2026-09-21
- CohereLabs/tiny-aya-en-thinker Cohere · 2026-09-11
- CohereLabs/tiny-aya-l2-thinker Cohere · 2026-09-11
- naver-hyperclovax/HyperCLOVAX-SEED-Think-32B Naver · 2026-09-10
- allenai/ACE2S-SHiELD-plus AI2 OLMo · 2026-09-10
- allenai/ACE2S-SHiELD-plus-supplemental-checkpoints AI2 OLMo · 2026-09-01
- stabilityai/stable-audio-3-optimized Stability · 2026-08-31
- LGAI-EXAONE/EXAONE-Path-2.0-rev-EGFR LG EXAONE · 2026-08-31
- LiquidAI/LFM2.5-VL-3B Liquid AI · 2026-08-31
- LiquidAI/LFM2.5-2.6B Liquid AI · 2026-08-24
- allenai/SamudrACE-E3SMv3 AI2 OLMo · 2026-08-12
- moonshotai/Kimi-K2.6 Moonshot Kimi · 2026-05-19
- Reaching Across the Isles: UK-LLM Brings AI to UK Languages With NVIDIA Nemotron NVIDIA · 2025-09-14
- ERNIE 4.5 Open-source Baidu ERNIE · 2025-06-30
- LiquidAI/LFM2.5-2.6B-GGUF Liquid AI · 2026-09-22
- upstage/solar-pro4-tokenizer Upstage · 2026-09-20
- ByteDance-Seed/PAR ByteDance · 2026-07-02
- ByteDance-Seed/Cola-DLM ByteDance · 2026-06-18
- ByteDance-Seed/TaskMem ByteDance · 2026-06-01
- CohereLabs/North-Micro-Vision-Instruct Cohere · 2026-09-11
- black-forest-labs/FLUX.2-klein-9b-kv Black Forest · 2026-03-12
- upstage/Solar-Open2-250B Upstage · 2026-07-31
- stabilityai/sd-turbo-amdnpu Stability · 2026-07-28
- stabilityai/sdxl-turbo-amdnpu Stability · 2026-07-28
- SakanaAI/fwpkm-l12-gdn-pkm6-fwpkm2_10 Sakana · 2026-07-27
- SakanaAI/fwpkm-l12-gdn_fa-pkm6-fwpkm2_10-pswa0.9 Sakana · 2026-07-27
- SakanaAI/fwpkm-l12-gdn_swa-pkm6-fwpkm2_10 Sakana · 2026-07-27
- meituan-longcat/LongCat-2.0 Meituan 美团 · 2026-07-07
- meituan-longcat/LongCat-Video-Avatar-1.5 Meituan 美团 · 2026-06-04
- naver-hyperclovax/HyperCLOVAX-SEED-Think-14B Naver · 2026-05-27
- upstage/TinySolar-187m-4k Upstage · 2026-05-26
- Qwen3Guard: Real-time Safety for Your Token Stream Qwen · 2025-09-22
- Qwen-Image-Edit: Image Editing with Higher Quality and Efficiency Qwen · 2025-08-18
- Qwen-Image: Crafting with Native Text Rendering Qwen · 2025-08-04
- 图像理解 DeepSeek
- 思考模式 DeepSeek
- 多轮对话 DeepSeek
- black-forest-labs/FLUX.2-small-decoder Black Forest · 2026-04-07
- black-forest-labs/FLUX.2-klein-9b-kv-fp8 Black Forest · 2026-03-12
- meituan-longcat/LongCat-Flash-Lite-Sparse Meituan 美团 · 2026-08-04
- NVIDIA Rubin Platform, Open Models, Autonomous Driving: NVIDIA Presents Blueprint for the Future at CES NVIDIA · 2026-01-05
- ServiceNow-AI/SuperApriel-15B-Instruct ServiceNow · 2026-04-22
- apple/SimpleSD-4B-instruct Apple · 2026-04-07
- apple/SimpleSD-30B-instruct Apple · 2026-04-07
- baichuan-inc/Baichuan-M3-235B Baichuan · 2026-02-08
- ai21labs/AI21-Jamba2-3B AI21 · 2026-02-02
- ServiceNow-AI/AprielGuard ServiceNow · 2026-01-27
- naver-hyperclovax/HyperCLOVAX-SEED-Omni-8B Naver · 2026-01-05
- InternLM-v0.2.1dev20240102 InternLM · 2024-01-02
- 0.1.0 01.AI · 2023-12-02
- InternLM-v0.2.1dev20230922 InternLM · 2023-11-21
- InternLM-v0.2.1dev20230915 InternLM · 2023-09-15
- RekaAI/reka-edge-2603 Reka · 2026-04-23
- ai21labs/AI21-Jamba2-Mini AI21 · 2026-02-16
- baichuan-inc/Baichuan-M3-235B-Q4_K_M-GGUF Baichuan · 2026-02-09
- baichuan-inc/Baichuan-M2-32B-Q4_K_M-GGUF Baichuan · 2026-02-09
- ai21labs/AI21-Jamba2-Mini-FP8 AI21 · 2026-02-02
- RekaAI/reka-flash-3.1 Reka · 2025-07-09
- RekaAI/reka-flash-3.1-rekaquant-q3_k_s Reka · 2025-07-09
🧠 最新发布 跨源去重时间线
2026-09-22
GPT-6 Sol
Open AI
2026-09-22
GPT-6 Luna
Open AI
2026-09-21
Claude Opus 5.5
Anthropic
2026-09-21
MiMo V2.6 Pro UltraSpeed
Xiaomi
2026-09-21
MiMo V2.6 Pro
Xiaomi
2026-09-21
MiMo V2.6 Flash
Xiaomi
2026-09-18
GLM 5.3 FlashX
Zhipu AI
2026-09-18
Ternary Bonsai 2 27B
PrismML
🧠 模型发布时间线
2026-09-22 · ★
GPT-6 Sol
Open AI
aimlapillmstatsopperllmgateway4×
2026-09-22 · ★
GPT-6 Luna
Open AI
aimlapillmstatsopperllmgateway4×
2026-09-21 · ★
Claude Opus 5.5
Anthropic
aimlapillmstatsopperllmgateway4×
2026-09-21
MiMo V2.6 Pro UltraSpeed
Xiaomi
aimlapi
2026-09-21 · ★
MiMo V2.6 Pro
Xiaomi
aimlapillmstatsopperllmgateway4×
2026-09-21
MiMo V2.6 Flash
Xiaomi
aimlapillmstatsllmgateway3×
2026-09-18
GLM 5.3 FlashX
Zhipu AI
aimlapi
2026-09-18
Ternary Bonsai 2 27B
PrismML
aimlapi
2026-09-17
KAT-Coder-Pro V2.5
Kwaipilot
aimlapi
2026-09-17
Gemini Omni Flash Preview
Google
aimlapi
2026-09-17
Venice Uncensored
Venice
aimlapi
2026-09-17
Nano Banana 2 Lite
Google
aimlapi
2026-09-17
Pareto
Unbiased
aimlapi
2026-09-17
Qwen3.8 Omni Flash
Alibaba Cloud
aimlapi
2026-09-16
Union Alpha
Stealth
aimlapi
2026-09-15
Jev 1.13
TypeSafe AI
aimlapillmgateway2×
2026-09-14 · ★
Grok 4.7
X AI
aimlapillmstatsopperllmgateway4×
2026-09-12
Schematron V2 Turbo
Inference.net
aimlapi
2026-09-12
Schematron V2 Small
Inference.net
aimlapi
2026-09-11
Fugu Ultra v2.0
Sakana AI
llmgateway
2026-09-11
Kimi K2.8 Preview
Moonshot AI
llmstats
2026-09-11
Atria Dawn Preview
Shanghai AI Laboratory
llmstatsllmgateway2×
2026-09-11
Fugu Ultra v2
Sakana AI
aimlapi
2026-09-11
Fugu Max
Sakana AI
aimlapillmgateway2×
2026-09-10 · ★
Ling 3.0 Flash VL
inclusionAI
aimlapiopper2×
2026-09-10 · ★
DeepSeek V4.1 Flash
DeepSeek AI
aimlapillmstatsopperllmgateway4×
2026-09-10
DeepSeek Chat (V4.1 Flash)
DeepSeek AI
aimlapi
📄 论文 PwC + arXiv
Chuyan Chen, Haoxing Chen, Kun Chen · 2026-09-23
We introduce LLaDA-Image, a unified framework that pairs a 6B Diffusion Transformer (DiT) trained from scratch with a frozen vision-language understanding module built on the LLaDA2.0-Mini diffusion language model backbone. Instead of relyi
Ziyu Ma, Shidong Yang, Yuxiang Ji · 2026-09-23
Large language model (LLM) agents such as OpenClaw rely on reusable skills to perform complex tasks, yet these skills remain largely static after deployment. As a result, similar workflows, tool usage patterns, and failure modes are repeate
Jiahao Lu, Minghao Yin, Wenbo Hu · 2026-09-23
We present a compact geometry-native latent space as a shared foundation for perception and generation. Visual generators can produce photorealistic frames without preserving a consistent 3D scene. We argue that this is not only a modeling
Hao Liang, Qihan Lin, Meiyi Qiang · 2026-09-23
Educational foundation models must solve problems, understand curriculum structure, diagnose learner difficulties, and provide appropriate instructional support. Existing educational language models often focus on either problem solving or
arXivpwc
Bofan Chen, Boxuan Zhang, Fei Tang · 2026-09-23
GUI agents execute long-horizon tasks on dynamic graphical user interfaces, where pop-ups, delayed loads, and relocated widgets routinely invalidate plans fixed before execution. Recent agent-skill frameworks encapsulate reusable procedural
Zixuan Fu, Bingxiang He, Yuxin Zuo · 2026-09-23
On-policy distillation (OPD) combines student-generated rollouts with dense token-level supervision from a teacher. Existing work has mainly studied its algorithmic behavior, leaving the role of training data unclear. We examine this role a
Wei Fan, Xinjie Shen, Xudong Guo · 2026-09-23
Long-horizon agentic tasks go beyond chaining short tasks over more interaction turns. Their evolving dynamic environments and long-range dependencies require Large Language Models (LLMs) to continually explore, learn from experience, and a
Hy4 preview 🔥
· 2026-09-23
Hy4 preview is a new-generation Mixture-of-Experts flagship model developed by the Tencent Hy Team. The official release describes a 770B-parameter backbone with 49B activated parameters, Gated DeepSeek Sparse Attention with cross-layer ind
Language ModelingLong Contextpwc
Junlan Xiao, Junwei Jiang, Zaibin Zhang · 2026-09-23
Vision-Language-Action (VLA) policies achieve strong performance in robotic manipulation but remain brittle once execution deviates from nominal trajectories. We propose CARE (Corrective Atomic Robotic Execution), a framework that improves
Ke Yang, Chenglong Wang, Michel Galley · 2026-09-23
AI tutors are most useful when they adapt to each student's strengths, weaknesses, and preferred guidance, but evidence about which guidance works for which student is sparse, slow, and costly to collect from real learners. Student simulato
Guibin Zhang, Leo Lu, Fangzhou Xie · 2026-09-23
Agent capability is not determined by the model alone. The agent harness, encompassing memory management, planning strategy, action protocol, and tool/skill orchestration, can dominate the contribution of the underlying foundation model. Ye
Zhe Ren, Yimeng Chen, Dandan Guo · 2026-09-23
Self-improving autonomous agents are moving from research prototypes to deployed systems. The primary goal is controllable evolution, or adaptation, from experience with minimal or even no human input. This survey frames modern self-improvi
Lingdong Kong, Xian Sun, Wei Chow · 2026-09-23
AI-assisted research is crossing a threshold: fully automated systems can now generate research papers for as little as $15, while long-horizon agents can execute experiments, draft manuscripts, and simulate critique with minimal human inpu
Quan Nguyen-Tri, Mukul Ranjan, Zhiqiang Shen · 2026-09-22
Diffusion Large Language Models (dLLMs) have recently emerged as a promising alternative to autoregressive LLMs by enabling non-autoregressive text generation. However, their practical deployment remains limited by inefficient inference, la
arXivarxiv
Runyi Yang, Deheng Zhang, Xiaoye Wang · 2026-09-22
3D Gaussian Splatting (3DGS) can reconstruct a captured scene photorealistically, but the resulting representation does not by itself support physical interaction. Robot simulation instead requires object-level change, \textit{i.e.}, object
arXivarxiv
Shufan Sun, Chen Wang, Enxin Song · 2026-09-22
Compositional 3D scene reconstruction has recently been explored from two directions: agentic reasoning that provides semantic understanding of spatial relationships but lacks precise alignment with input images; and visual geometry foundat
arXivarxiv
Ziyang Leng, Sicheng Mo, Seth Z. Zhao · 2026-09-22
Faithfully evaluating end-to-end driving policies in simulation requires observations that are not merely photo-realistic, but preserve the scene features a policy relies on to make decisions. Existing platforms, however, exhibit a sim-to-r
arXivarxiv
Xiaoxing Ren, Thomas Parisini, Andreas A. Malikopoulos · 2026-09-22
We study decentralized partially observable team decision problems with low-rank latent dynamics and unknown system models. The proposed framework combines team-theoretic equivalence with low-rank model representations to address cooperativ
arXivarxiv
Zhihao Zhan, Ting Song, Li Dong · 2026-09-22
A multi-agent system can reduce latency on complex tasks by executing work concurrently. Several pioneering harness frameworks support multi-agent systems. However, the scalability of current multi-agent harnesses is often constrained by a
arXivarxiv
Haobo Zheng, Tan Tang, Yan Chen · 2026-09-22
Long-term conversational memory in multi-party settings requires more than retrieving relevant content from long-term conversations: it must distinguish who said what, whom each statement concerns, how individuals perceive one another, what
arXivarxiv
Trang Nguyen, Eulrang Cho, Bingqing Chen · 2026-09-22
Agents often work on complex problems that require millions of tokens of context, which necessitates compacting across sessions due to limited context windows. We develop CliffCompaction, an autocompaction technique that reduces cost by up
arXivarxiv
Jennifer Williams, Dave Farris, Jeff Farris · 2026-09-22
We introduce SWE-Serve, a benchmark for evaluating agents on production inference engineering tasks. Implementing an inference feature can require coordinating multiple changes across the serving stack, including model support, runtime exec
arXivarxiv
Bao Tang, Jiahao Guo, Haoxiang Cao · 2026-09-22
Vector Quantization (VQ) is fundamental to discrete visual tokenizers that power modern autoregressive and masked image generation models. While recent shared-projection codebook methods have substantially advanced codebook utilization, tra
arXivarxiv
Laizhen Li, Xuan Wang, Peicheng Zhao · 2026-09-22
Agents using the Model Context Protocol (MCP) rely on semantic matching to select tools from third-party servers, exposing a semantic supply-chain risk through attacker-controlled metadata and outputs. We introduce A2M (Attraction-to-Manipu
arXivarxiv
🤗 HF 采用榜 下载/点赞
⚡ System One 决策模型 594 项目 · Jev/TypeSafe 生态 · 快决策(非推理)
SDK & Decision Frameworks 102Domain & Vertical Tools 52CLI & Pipelines 51Security & Guardrails 48Routing & Cost Optimization 47High-Frequency & Simulation 45Browser & OS Action 42MCP & Integrations 39Data & Search 35Context GC & Filter 34Evaluation & Observability 29Decision Tools 25Creative Tools 19Codebase & Graph Pathfinding 14SDK & Integrations 6Voice & Conversation 4Classification & Taxonomy 2
| 项目 | ★ | 类别 | Jev 决策点 |
|---|---|---|---|
| langchain langchain-ai | 146,905 | SDK & Integrations | Submits binary, categorical and ordered-score questions and returns typed answers with probabilities. |
| ai-hedge-fund virattt | 63,673 | Domain & Vertical Tools | Converts strategy questions to System One requests and normalizes native answers to the project’s result format. |
| litellm BerriAI | 59,432 | Routing & Cost Optimization | Maps requests to configured complexity classes that drive backend routing. |
| oh-my-pi can1357 | 32,822 | Routing & Cost Optimization | Sends agent state and typed questions to Jev and parses structured answers. |
| jev-model-router davila7 | 31,191 | Routing & Cost Optimization | Evaluates task tier, reasoning needs and production risk; local policy maps results to invocation settings. |
| composio ComposioHQ | 30,290 | SDK & Decision Frameworks | Turns tool or action conditions into structured questions and passes Jev answers to local invocation logic. |
| ai vercel | 26,902 | SDK & Decision Frameworks | Maps choice, score, and yes/no questions to TypeSafe System One requests and parses typed results. |
| cua trycua | 26,013 | Browser & OS Action | Reads DOM or supported visual-region descriptions and returns a supplied candidate action ID. |
| pydantic-ai pydantic | 20,124 | SDK & Integrations | Converts supported structured output fields into typed Jev questions and maps answers back to the output model. |
| eliza elizaOS | 19,410 | SDK & Decision Frameworks | Only an explicit systemOne call sends state and questions, returning validated typed answers. |
| jev-ultrafast browser-use | 18,289 | Browser & OS Action | Chooses an action and its matching DOM element in one request; a text model generates input text. |
| langchainjs langchain-ai | 18,221 | SDK & Decision Frameworks | Uses invoke to call TypeSafe and parse choice, noul, score and probability fields. |
| json-render vercel-labs | 18,116 | Creative Tools | Evaluates component configurations through Vercel AI Gateway, then composeSpec assembles the UI specification. |
| openchamber openchamber | 10,322 | Routing & Cost Optimization | Jev selects a task category; local category mappings determine the model configuration. |
| rig-typesafeai 0xPlaygrounds | 8,704 | SDK & Decision Frameworks | Sends application state and questions to Jev and parses Choice, Score or Noul answers. |
| deep-searcher zilliztech | 8,280 | Data & Search | Jev returns a structured decision for the local program; consult the source for the exact decision policy. |
| GPTCache zilliztech | 8,201 | Data & Search | Jev returns a structured decision for the local program; consult the source for the exact decision policy. |
| firstmate kunchenguid | 7,022 | Routing & Cost Optimization | Sends the task brief and candidate rules to Jev, then resolves execution profiles with confidence and local conditions. |
| fast-jev-compaction tamaratran | 6,358 | Context GC & Filter | Separately judges whether a tool call and its full output are still needed; code keeps, truncates or drops them. |
| agentgateway agentgateway | 4,990 | Security & Guardrails | Jev scores jailbreaks, harmful content and secret disclosure; thresholds or evaluation errors reject requests. |
| latitude-llm latitude-dev | 4,668 | Evaluation & Observability | Judges which checks apply and can add checks when thresholds and rate limits permit. |
| kev jaredpalmer | 4,585 | High-Frequency & Simulation | Attaches a parallel decision head to an open 0.5B model to answer discrete questions directly from token activations. |
| ax ax-llm | 2,945 | SDK & Integrations | Maps supported signatures to Jev questions or sends native System One requests. |
| memsearch zilliztech | 2,640 | Data & Search | Jev returns a structured decision for the local program; consult the source for the exact decision policy. |
| bootcamp milvus-io | 2,445 | Data & Search | Jev returns a structured decision for the local program; consult the source for the exact decision policy. |
| jev-trader jarrodwatts | 2,087 | Domain & Vertical Tools | In Jev mode, order-book judgments feed code that simulates fills or submits configured post-only limit orders. |
| NanoJev TianyuCodings | 2,021 | High-Frequency & Simulation | Evaluates multiple questions and dynamic candidate spaces concurrently in a single forward pass, logging navigation choices. |
| jev-desktop lahfir | 1,528 | Browser & OS Action | Jev selects a target and action and estimates presence and risk; local policy decides whether to execute. |
| vellum-assistant vellum-ai | 1,305 | MCP & Integrations | Submits state and question bundles to System One and returns structured answers to the Assistant. |
| celesto CelestoAI | 966 | Codebase & Graph Pathfinding | Judges whether a finding was introduced by the change, is supported and merits a fix. |
| typesafe-computer-use awlevin | 848 | Browser & OS Action | Selects the next step from deterministically extracted controls and actions before desktop execution. |
| atomic bastani-inc | 814 | Routing & Cost Optimization | Sends predefined questions to Jev and decodes answers for callers; regular models still generate code. |
| aiavatarkit uezo | 678 | Voice & Conversation | Assesses utterance completeness and whether the user is likely to continue speaking. |
| kody kentcdodds | 667 | Data & Search | Sends a Score question per candidate, reorders and drops low scores; the model id is typesafe/jev. |
| Agent AgentiLoop | 629 | Security & Guardrails | Adds a destructive-risk judgment after local shell checks and refuses commands above the configured threshold. |
| hermes-jev-skills kerpopule | 611 | Routing & Cost Optimization | Jev returns a structured decision for the local program; consult the source for the exact decision policy. |
| Jev-cu Sac-Y | 583 | Browser & OS Action | Chooses targets and actions and assesses completion and risk; local policy controls execution or confirmation. |
| req_llm agentjido | 581 | SDK & Decision Frameworks | Sends state and questions, normalizes answers and retains the raw provider response. |
| Jev Review devagrawal09 | 558 | Codebase & Graph Pathfinding | Judges risk, files, evidence regions, mechanisms and severity before rule-based reviewer routing. |
| omg.dev BennyKok | 535 | Browser & OS Action | Chooses controls and checks completion or blockage before the test runner operates the UI. |
🏅 JevBench 决策榜 JevBench v1 · 242 决策/模型 · 私有留出集 · 准确率 + 校准(Brier↓ 越低越准)
| # | 系统 | 准确率 | Brier↓ | 类型 |
|---|---|---|---|---|
| 1 | Jev 1.13.0 (TypeSafe AI) TypeSafe AI 开源 | 100% | 0.0028 | jev |
| 2 | openjev-sglang (Qwen3.6-35B-A3B on SGLang) ekzhang 开源 | 100% | 0.0305 | jev-rebuild |
| 3 | system-one-open (Gemma 4 E2B LoRA on an L4) mithalouni 开源 | 96% | 0.0851 | jev-rebuild |
| 4 | open-alternative-jev (Qwen3.5-4B, HF Space) IkerMoel 开源 | — | — | jev-rebuild |
| 5 | open-jev-deberta-v3-large (local CPU) Kotoba Labs 开源 | 67% | 0.4769 | jev-rebuild |
| 6 | GPT-5.6 Luna (low reasoning effort) OpenAI 开源 | 100% | 0.0003 | llm-baseline |
| 7 | Gemini 3.1 Flash-Lite Google 开源 | 100% | 0.0017 | llm-baseline |
| 8 | DeepSeek V4.1 Flash (thinking default) DeepSeek 开源 | 100% | 0.0001 | llm-baseline |
| 9 | Qwen3.8 27B (Chutes TEE) Qwen / Chutes 开源 | 100% | 0.0001 | llm-baseline |
JevBench(BH):把"决策模型"(Jev/System One)与通用 LLM 放在同一批决策任务上比准确率与概率校准。
🅱️ B站 AI 无限竞技场 20 模型 · 夺冠率
| # | 模型 | 夺冠率 | 冠/测 |
|---|---|---|---|
| 1 | GPT-6 Astra OpenAI | 60% | 15/25 |
| 2 | Claude Fable 5.1 Anthropic | 43% | 6/14 |
| 3 | GLM-5.3 Z.ai | 14% | 3/21 |
| 3 | GPT-5.6 Sol OpenAI | 14% | 3/21 |
| 5 | Kimi K3 Moonshot | 9% | 2/23 |
| 6 | Claude Opus 5 Anthropic | 10% | 2/20 |
| 6 | DeepSeek-V4-Flash DeepSeek | 10% | 2/20 |
| 8 | DeepSeek V4.1 Flash DeepSeek | 12% | 2/17 |
| 9 | Claude Fable 5 Anthropic | 18% | 2/11 |
| 10 | DeepSeek-V4-Pro DeepSeek | 4% | 1/24 |
| 11 | Qwen3.8-Max Alibaba | 5% | 1/19 |
| 12 | Gemini 3.8 Flash Google | 7% | 1/14 |
| 13 | Hy 3 Tencent | 11% | 1/9 |
| 14 | Hy 4 Tencent | 13% | 1/8 |
| 15 | Qwen3.7-Max Alibaba | 17% | 1/6 |
| 16 | Gemini 3.7 Flash Google | 20% | 1/5 |
| 16 | Seed-2.0 pro ByteDance | 20% | 1/5 |
| 18 | GPT-5.6 Terra OpenAI | 25% | 1/4 |
| 19 | Doubao-Seed-Evolving ByteDance | 50% | 1/2 |
| 19 | Seed-2.0 Mini ByteDance | 50% | 1/2 |
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- AI智斗第二期食物链来袭!5个AI在暗黑丛林,谁能活?合作与背叛,他们会如何抉择? ▶ 48万 · @OpenHex
- 我举办了一场AI建筑大赛 ▶ 45万 · @土豆味小哲
- 脏出天际!笑死我了,豆包放飞自我,OpenAI操碎了心,大喊祖宗!!S3-10上帝视角 ▶ 43万 · @十月枫林尽染
- GPT-6 Astra 实测:折腾一晚上,审美、Agent、3D,全都变强了! ▶ 38万 · @神烦老狗
- 【深度实测】腾讯混元Hy 4 preview开启免费,比“牛来”还牛? ▶ 37万 · @科技侠来了
- 当AI遇上新三国:哪个AI才能称帝? ▶ 36万 · @吃蛋挞的折棒
- DeepSeek V4.1 Flash 首发实测,吊打自家 Pro 模型?!梁圣回归 ▶ 33万 · @程序员鱼皮
- 我不管你是谁,麻烦快从Deepseek V4Pro正式版身上下来! ▶ 33万 · @神烦老狗
- 四个AI重做《狂扁小朋友》,怎么一个比一个颠? ▶ 33万 · @AGI-Eval评测
- 2.8T开源模型Kimi K3实测:前端滴神!价格比顶级模型便宜一半! ▶ 31万 · @神烦老狗
- 来屎山之巅,看GPT6和Fable5.1神仙打架|屎山论剑 ▶ 30万 · @Token就是词元
- 屎山论剑|DeepSeekV4Flash:下一位! ▶ 28万 · @Token就是词元
- 豆包2.1pro实测!对决GPT5.5做我的世界谁更强? ▶ 28万 · @Likely7Ai
- DeepSeek V4 Pro大战 GPT-5.5:前端、写作、代码全测了一遍,结果很抽象! ▶ 24万 · @神烦老狗
- AI智斗第一期数字囚牢来袭!看五大AI勾心斗角!谁能摘取桂冠! ▶ 21万 · @OpenHex
- 「实测」怒砸800大洋!测试Claude“神话”Fable 5 模型,4个任务把额度干爆了... ▶ 21万 · @神烦老狗
- Kimi-K3|实战祖传代码|代表月亮!照亮屎山! ▶ 19万 · @Token就是词元
🚀 产品发布 whatships · What's Launch
- Inco Splash — open-source inference on Apple silicon @inco_ai · developer-tools
- Commons — people and AI agents run orgs together @NicolaeRusan · ai
- Sherpa — the most advanced fiction writing AI @RohanNayak2 · ai
- Grok Bot — it can send you voice notes @bot · ai
- Glyph — a GPU typography engine for the web @pmndrs · design
- Agentsky — an agent market in the browser @quxiaoyin · ai
- AgentCloak — use any AI without sharing real data @peteryared · ai
- Compositor — a free Photoshop-like image editor @robbietilton · design
- TasteCode — a desktop app for coding agents @LexnLin · design
- Powermove — a video editor you can reshape with agents @zellzoi_design · design
- Monid — free webpage search and fetch for agents @MonidHQ · ai
- Bend 2 — a language that proof-checks AI code @VictorTaelin · developer-tools
- Astra for Law — GPT-6 Astra for legal practice @OpenAI · ai
- Nebula — agents and humans in channels together @NebulaAI · ai
- Memorable — procedural memory for AI agents @advaiytsane · ai
- OpenCompany — an agent hive mind on your laptop @senamakel · ai
- Craft — design engineering concepts, open source @heyimgustavo · design
- Grok Bot — it can talk now @bot · ai
- Figma node — connect frames into Weave workflows @figma · design
- Notion Skills API — skills for ChatGPT and Claude @NotionHQ · productivity
- Computer — effort controls in the model selector @perplexity_ai · ai
- jina-ocr-v1 — visual documents to clean markdown @JinaAI_ · ai
- Mio — a shared AI employee for the whole team @arthaud_ · ai
- Nautilo — an open org harness for everyone @Dan_Jeffries1 · ai
📦 版本发布 tracked repos releases
- awlevin/typesafe-computer-use v0.2.0 pre 2026-09-22
- Mak5er/AirCard v1.2.4 2026-09-22
- Graphify-Labs/graphify v0.9.66 2026-09-22
- NandhaKishorM/laya v0.3.6 2026-09-22
- BuilderIO/agent-native clips-v0.1.312 2026-09-22
- heygen-com/hyperframes v0.8.62 2026-09-22
- sevenevesai/riso-windowseat v1.0 2026-09-22
- earendil-works/pi v0.87.1 2026-09-22
- BuilderIO/agent-native @agent-native/toolkit@0.20.6 2026-09-22
- flexprice/flexprice v2.1.32 2026-09-22
- zeronsh/zeron v0.2.84 2026-09-22
- Asymptote-Labs/agent-beacon v1.3.20 2026-09-22
- qiz029/dscode v0.7.27 2026-09-22
- qiz029/dscode v0.7.26 2026-09-22
- kryvora-network/kryvora-node v0.2.0 2026-09-22
- kryvora-network/kryvora-node v0.1.2 2026-09-22
- zhouxiaoka/autoclip v1.3.2 2026-09-22
- deepseek-ai/deepseek-harness dsh-v0.1.7-alpha.2 pre 2026-09-22
- heygen-com/hyperframes v0.8.61 2026-09-22
- farion1231/cc-switch v3.20.4 2026-09-22
- alibaba/open-code-review v1.12.9 2026-09-22
- stablyai/orca v1.4.207 2026-09-22
- deepseek-ai/deepseek-harness dsh-v0.1.7-alpha.1 pre 2026-09-22
- evenfire-ai/evenfire v0.9.0 2026-09-22
🛰️ Skywork 动态
- Turn ideas into Websites with Skywork r/SkyworkAI_Official · 2026-09-02
- Skywork Note AI Voice Recorder Reviews r/SkyworkAI_Official · 2026-08-31
- Turn a Prompt Into a Launch-Ready Website r/SkyworkAI_Official · 2026-08-24
- Refund r/SkyworkAI_Official · 2026-08-16
- Online Business Built with Skywork r/SkyworkAI_Official · 2026-08-12
- Server down r/SkyworkAI_Official · 2026-08-08
- Help r/SkyworkAI_Official · 2026-08-06
- Anyone else getting ignored by Skywork Support? Need a refund for annual renewal r/SkyworkAI_Official · 2026-08-05
- Introducing the Skywork AI Hardware Family r/SkyworkAI_Official · 2026-08-03
- Skywork Design: Prompt → Editable Prototype r/SkyworkAI_Official · 2026-07-29
- It keep burning credits non-stop r/SkyworkAI_Official · 2026-07-27
- Turn one poster idea into ready-to-publish social assets r/SkyworkAI_Official · 2026-07-21
- Has anyone successfully resolved an accidental annual subscription renewal? r/SkyworkAI_Official · 2026-07-15
- Need Help: Request for Manual Review of My Accidental Annual Subscription Renewal (USD 509.90) r/SkyworkAI_Official · 2026-07-15
- Introducing the UPGRADED Skywork Posters r/SkyworkAI_Official · 2026-07-10
- Need Help: Refund Request for Accidental Annual Subscription (No Response for Over One Week) r/SkyworkAI_Official · 2026-07-10
- Skywork Design: Describe your idea, generate production-ready UI, and publish it as a website in one click r/SkyworkAI_Official · 2026-07-08
- You can now customize the size of your slides. r/SkyworkAI_Official · 2026-07-07
- One Hub. One Workflow. All in Skywork r/SkyworkAI_Official · 2026-07-07
- See what our team created with Skywork Design over the past week. r/SkyworkAI_Official · 2026-07-06
- Introducing Skywork Tags: a new way for teams to collaborate with Skywork r/SkyworkAI_Official · 2026-07-06
- What can you design with just one sentence? r/SkyworkAI_Official · 2026-07-06
- Accidentally subscribed for a year plan. Used for a day with the 7 day free trial not thinking too much about it, not going to use it anymore. Any way i can get a refund? Saw on the discord server that this is happening alot... r/SkyworkAI_Official · 2026-06-30
- Brand-New Interactive Cards for Direct Data Visualization r/SkyworkAI_Official · 2026-06-24
- Product Update: Overhauled Sidebar with One-Click Pinned Chat Support r/SkyworkAI_Official · 2026-06-22
🧪 Show HN 开发者发布的新产品
- Show HN: A website that tracks US food prices every day 28p
- Show HN: Foremerge – Catch intent conflicts between parallel coding agents 19p · naw103/foremerge
- Show HN: I created an open source locally usable full fledged AI platform 16p · theguysudo/ENZO
- Show HN: Jeff – A read-only CLI for semantic code review using Jev 15p · Alurith/jeff
- Show HN: AI Facial Attractiveness Model Aligned with Human Preferences 11p
- Show HN: Three genlocked RP2350B make a console – 3k sprite pixels per line) 11p
- Show HN: Frost – frosted-glass Linux icons where file types say what they are 10p · thissayantan/frost-icon-theme
- Show HN: Rubrol – Sub-10ms PDF engine using Typst instead of Headless Chrome 9p
💰 商业动态 · TechCrunch/VB/MIT TR
- Exclusive: Connect Ventures raises $55m in first close of fifth fund to chase deeptech founders Sifted · 2026-09-23
- Exclusive: VSquared and East X lead £10m seed for rare materials startup Sifted · 2026-09-23
- Qdrant’s next chapter: From vector search into physical AI Sifted · 2026-09-23
- From one of Europe’s biggest fintech exits to bootstrapping an AI startup: ‘There’s no limitation’ Sifted · 2026-09-23
- “We’re already fighting yesterday’s battle”: Greece’s prime minister gets candid about AI TechCrunch AI · 2026-09-23
- TechCrunch Founder Summit’s agenda revealed: Unlock fundraising, hiring, and AI insights in Boston on November 4 TechCrunch AI · 2026-09-22
- TechCrunch Founder Summit’s agenda revealed: Unlock fundraising, hiring, and AI insights in Boston on November 4 TechCrunch Venture · 2026-09-22
- Snorkel AI triples valuation to $3.5B as demand for AI training data booms TechCrunch AI · 2026-09-22
- Qualcomm launches two new smartphone chips with emphasis on AI TechCrunch AI · 2026-09-22
- Meta admits Muse’s likeness to OpenClaw isn’t a coincidence TechCrunch AI · 2026-09-22
- a16z is challenging Silicon Valley’s love for drop-outs by launching a school TechCrunch Venture · 2026-09-22
- OpenAI launches GPT-6 Sol and Luna, boasting lower cost and fewer mistakes TechCrunch AI · 2026-09-22
- Anthropic releases Opus 5.5 with lower prices and Fable-level performance TechCrunch AI · 2026-09-22
- Cloud startup Verda raises $189m in funding round led by Emergence Capital Sifted · 2026-09-22
- Exclusive: Mistral acquires adtech startup Pimento in €12.7m cash-and-shares deal, filings show Sifted · 2026-09-22
- AstroForge is putting AI in command of its next spacecraft TechCrunch AI · 2026-09-22
- Five AI safety sessions every founder should have on their TechCrunch Disrupt 2026 agenda TechCrunch AI · 2026-09-22
- TechCrunch Disrupt 2026: Aaron Edsinger brings Hello Robot’s Stretch 4 to life onstage TechCrunch AI · 2026-09-22
- Exhibit tables added: One last chance to showcase your startup at TechCrunch Disrupt 2026 TechCrunch AI · 2026-09-22
- Exhibit tables added: One last chance to showcase your startup at TechCrunch Disrupt 2026 TechCrunch Venture · 2026-09-22
- 4 days to save up to $200: Reason 2 of 5 to be at TechCrunch Disrupt 2026 TechCrunch AI · 2026-09-22
- 4 days to save up to $200: Reason 2 of 5 to be at TechCrunch Disrupt 2026 TechCrunch Venture · 2026-09-22
- Roundtables: The Deadly Failures of The Virtual Border Wall MIT Tech Review AI · 2026-09-22
- Exclusive: NIF backs defence startup Terasi in €11m raise Sifted · 2026-09-22
- Everyone can find a reason to dislike data center construction TechCrunch AI · 2026-09-22
- Nscale’s IPO will test Wall Street’s appetite for concentrated AI bets once again TechCrunch AI · 2026-09-22
- Exclusive: Can You Trust That AI Agent? Baselayer Raises $35M To Help Companies Decide Crunchbase News · 2026-09-22
- Don’t be fooled by this summer of AI hype MIT Tech Review AI · 2026-09-22
- As Software VCs Chase SpaceX Alumni, A Defense Tech Veteran Warns Of ‘Tourists And FOMO’ Crunchbase News · 2026-09-22
- Morphotonics raises €40M to expand its display tech into data centers TechCrunch Venture · 2026-09-22
🎯 我追踪的主题(经 xlb navigator + LLM 判过价值的精选)· 图文卡片流 · 完整动态见 Reader
🎯 MCP浏览器自动化 4 精选 · 4 源更新
📦 github
Aas-ee/open-webSearch
mendableai/firecrawl-mcp-server
AgentDeskAI/browser-tools-mcp
ChromeDevTools/chrome-devtools-mcp
🆕 最新动态 4 源更新 · 同源已折叠
🎯 上下文工程精选 67 精选 · 14 源更新
📺 y-video

如何用AI找到未知的未知

设计隔离 拆解 Grill-me Superpowers Openspec 的第一步

Superpowers让Claude Code写出工程级代码

免费 Vibe Coding 流程
📦 github
win4r/openclaw-a2a-gateway
🆕 最近动态 8
- v1.5.1 — Fix stale compiled output in the npm package2026-07-04
- v1.5.0 — DevTools CLI + WebSocket Pooling + OpenClaw 2026.5 Compat2026-07-03
- v1.4.0 — Stale Task Recovery + CLI DX + Connection Pooling2026-04-03
- v1.3.0 — Bio-inspired Integration & Adaptive Intelligence2026-04-01
- v1.2.0 — Symmetric Discovery + Skills Routing2026-03-24
- v1.1.0 — 6 New Features: Routing, Push, DNS Discovery & More2026-03-24
- v1.0.1 — Device Identity + Metrics Auth2026-03-24
- v1.0.0 — Production-Ready A2A Gateway2026-03-24
zhengzizhe/conductor
🆕 最近动态 10
- Conductor v1.0.32026-06-30
- Conductor v1.0.22026-06-24
- Conductor v1.0.12026-06-22
- Conductor 1.0.02026-06-20
- Conductor 0.0.92026-06-18
- Conductor 0.0.82026-06-17
- Conductor 0.0.72026-06-17
- Conductor 0.0.62026-06-17
- Conductor 0.0.52026-06-16
- Conductor 0.0.42026-06-16
ansxuman/Clauge
openai/symphony
🆕 最近动态 4
- Symphony nightly2026-09-15
- v0.0.32026-09-15
- v0.0.22026-07-24
- v0.0.12026-07-18
snarktank/antfarm
🆕 最近动态 10
- v0.5.12026-02-15
- v0.5.02026-02-15
- v0.4.32026-02-15
- v0.4.22026-02-15
- v0.4.12026-02-13
- v0.4.0 — Workflow Medic2026-02-13
- v0.3.52026-02-13
- v0.3.4: fix two-phase polling (allow sessions_spawn + bump timeout)2026-02-13
- v0.3.32026-02-13
- v0.3.2: landing page install block redesign2026-02-13
first-fluke/oh-my-agent
🆕 最近动态 12
- web: v6.10.22026-09-22
- cli: v14.14.32026-09-22
- cli: v14.14.22026-09-22
- cli: v14.14.12026-09-21
- web: v6.10.12026-09-21
- web: v6.10.02026-09-20
- cli: v14.14.02026-09-20
- cli: v14.13.42026-09-19
- cli: v14.13.32026-09-19
- web: v6.9.32026-09-19
- cli: v14.13.22026-09-19
- web: v6.9.22026-09-18
catlog22/Claude-Code-Workflow
🆕 最近动态 10
- v7.3.142026-05-05
- v7.3.132026-04-30
- v7.3.122026-04-29
- v7.3.92026-04-21
- v7.3.82026-04-17
- v7.3.7 — Session ID Chronological Sort2026-04-16
- v7.3.2 — Launcher UX & Unified Manifest2026-04-12
- v7.2.292026-03-30
- v7.2.26 — json_builder Tool & Schema-Aware Validation2026-03-29
- v7.2.132026-03-23
JsonLee12138/agent-team
🆕 最近动态 10
- v2.0.12026-03-22
- v2.0.02026-03-22
- v1.7.02026-03-19
- v1.6.2-beta.12026-03-19
- v1.6.12026-03-18
- v1.6.02026-03-16
- v1.5.02026-03-13
- opencode-v1.5.02026-03-13
- v1.4.02026-03-13
- v1.3.12026-03-13
conductor-oss/conductor
🆕 最近动态 10
- v3.33.0-rc52026-09-18
- v3.33.0-rc42026-09-15
- v3.33.0-rc32026-09-11
- v3.32.42026-09-10
- v3.33.0-rc22026-09-10
- v3.32.32026-09-10
- v3.32.22026-09-10
- v3.33.0-rc12026-09-09
- v3.32.2.rc52026-09-02
- v3.32.2.rc42026-09-02
manaflow-ai/cmux
🆕 最近动态 10
- Nightly2026-09-23
- Release Candidate2026-09-18
- v0.64.252026-09-17
- cmux-tui-v0.13.42026-09-17
- cmux-tui-v0.13.32026-09-16
- cmux-tui-v0.13.22026-09-16
- v0.64.242026-09-15
- v0.64.232026-09-14
- cmux-relay-v0.1.0-rc.62026-08-27
- cmux-tui-v0.13.12026-08-26
rohitg00/agentmemory
🆕 最近动态 10
- v0.9.292026-08-16
- v0.9.282026-07-19
- v0.9.272026-06-07
- v0.9.26 - hotfix for first-run load crash2026-06-03
- v0.9.25 - regression sweep + sharded index + graph pagination2026-06-02
- v0.9.24 — hotfix: --version + iii hard-pin2026-05-29
- v0.9.23 — Copilot CLI + graph extraction fix2026-05-29
- v0.9.222026-05-26
- v0.9.21 — quality + integration wave (OpenCode plugin + 9 bug fixes)2026-05-19
- v0.9.20 — hotfix: revert Codex Stop session-end2026-05-18
410979729/scope-recall
MemPalace/mempalace
🆕 最近动态 10
- v3.10.0 — lighter ways in for agents2026-09-16
- v3.9.0 — one hub for every agent2026-08-31
- v3.8.0 — fast large palaces, lean MCP proxies, wakeable agents2026-08-23
- v3.7.1 — mine completeness, reconnect integrity, clean shutdown2026-08-14
- v3.7.0 — agent logstream, integrity spine, and pluggable embeddings2026-08-11
- v3.6.02026-07-17
- v3.5.02026-06-23
- v3.4.12026-06-15
- v3.4.02026-06-06
- v3.3.6 — multilingual recall, living graph, surgical reads2026-06-06
moorcheh-ai/memanto
🆕 最近动态 10
- Vapi v0.1.02026-09-21
- v0.2.222026-09-18
- AG2 v0.1.02026-09-18
- Agentcore v0.1.02026-09-18
- Claude Code v0.1.12026-09-15
- v0.2.212026-09-09
- v0.2.202026-09-04
- v0.2.192026-09-01
- v0.2.182026-08-28
- V0.2.172026-08-24
mworldorg/markdown-memory
msitarzewski/agency-agents
huanchong-99/GitCortex
zxkane/autonomous-dev-team
drona23/claude-token-efficient
CodingOX/CodeRecall
alexgreensh/token-optimizer
borhen68/TokenTamer
masoncl/review-prompts
🆕 最近动态 1
franklioxygen/agent-workflows
OthmanAdi/planning-with-files
🆕 最近动态 11
- v3.20.5 - Reliable initialization and OpenCode replay2026-09-21
- v3.20.4 - PowerShell route works in projects under OneDrive2026-09-19
- v3.20.3 - linked plan directories are never plans, on every route2026-09-19
- v3.20.2 - Hermes: say why nothing was injected when the host re-homes the working directory2026-09-19
- v3.20.1 - four fixes from the v3.19.0 and v3.20.0 review issues2026-09-18
- v3.20.0 - DeepSeek Harness first-class support and Cursor named plans on Windows2026-09-17
- v3.19.0 - PowerShell named plans, exact catchup filenames, safe active-pointer replacement2026-09-17
- v3.18.3 - Quiet completion notices2026-09-16
- v3.18.2 - Isolated adapters and strict sync verification2026-09-16
- v3.18.1 - UTF-8 BOM active-pointer compatibility2026-09-15
- v3.18.0: Saved plan inventory2026-09-13
mrtooher/fable-mode
🆕 最近动态 3
- v3.1-fable2026-09-02
- v2-succession2026-07-07
- v1-original — original Fable 5 draft2026-06-17
bfly123/claude_code_bridge
s0912758806p/agentic-sop-to-work
🆕 最近动态 10
- v1.9.0 — Loop Engineering triad + six-rung-ladder2026-06-23
- plugin-forge v0.1.0 — Claude Code plugin linter + scaffolder2026-06-17
- alcoa-guard v0.1.0 — ALCOA+ data-integrity linter2026-06-16
- second-opinion-honesty v0.2.0 — opt-in enforced acknowledgement gate2026-06-14
- second-opinion-honesty v0.1.0 — domain-neutral honesty reviewer2026-06-14
- v1.5.4 — flow GIF + smart intake (P1) + capped fix-loop (P2)2026-06-12
- v1.5.2 — engine extraction + bilingual errors2026-06-12
- v1.5.1 — --plan branch/map + static goto validation2026-06-12
- v1.5.3 — CSO Use-when skill descriptions2026-06-12
- v1.5.0: agentic-sop-kit 1.5.0 — flow-engine upgrade2026-06-10
steveyegge/gastown
HKUDS/OpenHarness
🆕 最近动态 4
catlog22/Maestro-Flow
🆕 最近动态 10
- v0.5.882026-09-21
- v0.5.872026-09-18
- v0.5.862026-09-05
- v0.5.852026-09-04
- v0.5.842026-09-03
- v0.5.832026-08-31
- v0.5.822026-08-24
- Maestro Sidebar v0.1.32026-08-24
- Maestro Sidebar v0.1.22026-08-24
- v0.5.812026-08-24
RunMaestro/Maestro
🆕 最近动态 10
- v0.18.5-RC | Major Leaps in Maestro2026-09-21
- v0.17.4 | Maestro Cue2026-09-21
- backup/rc-202607232026-07-23
- backup/main-poisoned-202607232026-07-23
- v0.18.4-RC | Maestro Web Desktop2026-07-04
- v0.17.3 | Maestro Cue2026-07-04
- v0.17.2 | Maestro Cue2026-06-27
- v0.18.3-RC | Maestro Web Desktop2026-06-27
- untagged-d5dd4103b87aeccc00e6: feat(git-viewers): make file paths clickable to open as preview tabs2026-06-26
- v0.18.2-RC | Maestro Web Desktop2026-06-20
pawel-cell/cmux-ai-agents-bundle
win4r/codebase-memory-mcp-pro
Tarquinen/opencode-dynamic-context-pruning
🆕 最近动态 10
- v3.2.0 - OpenCode V2 support2026-09-20
- v3.1.15 - Installation and reliability fixes2026-08-16
- v3.1.14 - OpenTUI compatibility2026-06-25
- v3.1.13 - DCP TUI panel2026-06-16
- v3.1.12 - Context limit fixes2026-05-12
- v3.1.11 - Protect tags2026-05-07
- v3.1.10 - Node ESM compatibility and auto update2026-05-07
- v3.1.9 - Fix chat message filtering2026-04-05
- v3.1.8 - Harden DCP hook message handling2026-04-04
- v3.1.7 - package loading and packaging fixes2026-04-03
repoprompt/repoprompt-ce
🆕 最近动态 10
- RepoPrompt CE 1.4.12026-09-07
- RepoPrompt CE 1.4.02026-08-30
- RepoPrompt CE 1.3.02026-08-11
- RepoPrompt CE 1.2.02026-08-03
- RepoPrompt CE 1.1.22026-07-30
- RepoPrompt CE 1.1.12026-07-29
- RepoPrompt CE 1.1.02026-07-21
- RepoPrompt CE 1.0.292026-07-15
- RepoPrompt CE 1.0.282026-07-10
- RepoPrompt CE 1.0.272026-07-09
snarktank/ralph
frankbria/ralph-claude-code
DmitrySolana/ralph-claude-code
mikeyobrien/ralph-orchestrator
🆕 最近动态 10
- 2.10.1 - 2026-06-222026-06-23
- 2.10.0 - 2026-06-212026-06-22
- v2.9.32026-05-08
- 2.9.2 - 2026-04-102026-04-10
- 2.9.1 - 2026-04-042026-04-04
- 2.9.0 - 2026-04-032026-04-03
- v2.8.12026-03-16
- 2.8.0 - 2026-03-102026-03-10
- 2.7.0 - 2026-03-062026-03-06
- 2.6.0 - 2026-02-252026-02-25
🌐 website
mattpocock/skills
anthropics/claude-code
✍️ blog
C
A field guide to Claude Fable 5: Finding your unknowns
S
Claude Code is My Computer
S
Essential Reading for Agentic Engineers - August 2025
S
Just Talk To It - the no-bs Way of Agentic Engineering
S
My Current AI Dev Workflow
S
Essential Reading for Agentic Engineers
S
My AI Workflow for Understanding Any Codebase
S
MCP Best Practices
🌐 website
R
repoprompt.com
C
cmux.dev
🆕 最新动态 14 源更新 · 同源已折叠
🎯 嵌入式开发视频 30 精选

Live: Working on C++ implementation of our OS

Live: Even more refactoring, moving to C++

Live: More C++ and more refactoring

Live: Refactoring the OS, starting with C++

Live: Better debugging with ELF binary support

Live: Finally doing FAT32

Live: Replacing make with Scons, and trying to add MBR support

Live: Booting from hard drives

Live: Interrupts and playing with graphics

Building an OS - 10 - Hardware interrupts, PIC

Building an OS - 9 - Interrupt handling

Building an OS - 8 - Interrupts, IDT, GDT

Building an OS - 7 - Finishing the bootloader, migrating to GCC

Live: Making part 7 (2/2) - Finishing the bootloader, kernel hello world

Live: Making part 7 (1/2) - Goodbye Watcom, hello GCC

Setting up an OS dev environment, building GCC toolchain

Building an OS - 6 - FAT subdirectory support

Building an OS - 5 - How to implement printf

Building an OS - 4 - Writing bootloader in C

Building an OS - 3 - The FAT file system

Building an OS - 2 - Reading from the disk

Building an OS - 1 - Hello world

Protected mode: how your OS can protect itself

Common Problems and Solutions (Operating System Kernel #1)

Write Your Own 64-bit Operating System Kernel #2 - Stack, long mode and printing using C code

第四章 引导启动程序 (第二节)

第三章 linux内核体系结构(第二节)

第一章 at&t汇编语法格式

第二章 保护模式(第一节)

第二章 保护模式(第二节)
📺 y-playlist

Building a bootloader

Building an OS

Write Your Own 64-bit Operating System Kernel From Scratch

linux内核编程入门
🎯 开源工具动态 2 精选 · 3 源更新
📦 gitlab
G
inkscape
🆕 最近动态 12
- Inkscape 1.42024-10-12
- Inkscape 1.3.22023-11-25
- Inkscape 1.3.12023-11-17
- Inkscape 1.32023-07-25
- Inkscape 1.2.22022-12-04
- INKSCAPE_1_2_12022-07-14
- Inkscape 1.22022-05-15
- Inkscape 1.1.22022-02-05
- Inkscape 1.1.12021-09-21
- INKSCAPE_1_12021-05-24
- INKSCAPE_1_0_22021-01-16
- INKSCAPE_1_0_12020-09-07
📦 sourceforge
7-Zip
Download 7-Zip for free. A free file archiver for extremely high compression. 7-Zip is a file archiver with a high compression ratio. 7-Zip works in Windows 11 / 10 / 8 / 7 / Vista / XP / 2022 / 2019 / 2016 / 2012 / 2008 / 2003 / 2000.
🆕 最近动态 12
- /7-Zip/26.03/7z2603-x64.msi2026-09-04
- /7-Zip/26.03/7zr.exe2026-09-04
- /7-Zip/26.03/7z2603-x64.exe2026-09-04
- /7-Zip/26.03/7z2603-src.tar.xz2026-09-04
- /7-Zip/26.03/7z2603-src.7z2026-09-04
- /7-Zip/26.03/7z2603-linux-x86.tar.xz2026-09-04
- /7-Zip/26.03/7z2603-mac.tar.xz2026-09-04
- /7-Zip/26.03/7z2603-linux-x64.tar.xz2026-09-04
- /7-Zip/26.03/7z2603-linux-arm64.tar.xz2026-09-04
- /7-Zip/26.03/7z2603-linux-arm.tar.xz2026-09-04
- /7-Zip/26.03/7z2603-extra.7z2026-09-04
- /7-Zip/26.03/7z2603-arm64.exe2026-09-04
🆕 最新动态 3 源更新 · 同源已折叠
🎯 本地大模型 37 精选 · 14 源更新

How to Self-Host an LLM: Local AI Inference with vLLM

Understand Local AI in 15 Minutes

Let's Run the LEAKED Step-5 Locally (New #1 Open Source AI) 🤯

Intel Finally Has A Real AI GPU: Arc B580

Finding the Best Local LLMs for a Normal Home Computer

The Only Local AI GPUs Worth Buying Right Now (Ranked)
📦 github
bigscience-workshop/petals
🆕 最近动态 10
- v2.2.0: Falcon, macOS support, and more2023-09-06
- v2.0.0: LLaMA 1 and 2, Guanaco, 4-bit, shortest-path routing, direct server-to-server communication2023-08-30
- v2.1.0: 🤗 .generate(), faster loading, responsive inference, and more2023-08-26
- v2.0.1.post22023-08-11
- v2.0.1.post1: Fix petals.utils.ping for servers with client-mode DHT (#430)2023-08-03
- v2.0.1: Inference of longer sequences, Python 3.11 support, bug fixes2023-07-23
- v2.0.0.post32023-07-20
- v2.0.0.post22023-07-20
- v1.1.5: Faster fine-tuning, bug fixes, and more2023-05-09
- v1.1.4: Extended GPU support, faster startup, and more2023-04-21
nsarrazin/serge
ViperX7/Alpaca-Turbo
🆕 最近动态 9
- Beta 0.82023-05-27
- Alpaca Turbo Releasev0.72023-04-27
- Alpaca Turbo Releasev0.62023-04-14
- Alpaca Turbo Releasev0.52023-04-03
- Alpaca Turbo Releasev0.42023-04-03
- Alpaca Turbo Release v0.32023-04-02
- beta_v0.32023-04-02
- Alpaca Turbo Release v0.22023-04-02
- Alpaca Turbo Release2023-03-31
hlhr202/llama-node
binary-husky/gpt_academic
liltom-eth/llama2-webui
🆕 最近动态 6
- v0.1.14 Release2023-10-04
- v0.1.13 Release2023-10-03
- v0.1.12 Release2023-08-26
- v0.1.11 Release2023-08-26
- v0.1.10 Release2023-08-24
- v0.1.9 Initial Release2023-08-23
datawhalechina/self-llm
rafska/Awesome-local-LLM
cocktailpeanut/dalai
🆕 最近动态 1
- 0.1.02023-03-13
Jittor/JittorLLMs
intel/intel-extension-for-transformers
🆕 最近动态 10
- v1.5: Clean INC import (#1645)2024-07-02
- Intel® Extension for Transformers v1.4.2 Release2024-05-24
- Intel® Extension for Transformers v1.4.1 Release2024-04-21
- Intel® Extension for Transformers v1.4 Release2024-04-08
- v1.4rc12024-03-18
- Intel® Extension for Transformers v1.3.2 Release2024-02-24
- Intel® Extension for Transformers v1.3.1 Release2024-01-19
- v1.3.1.dev02024-01-05
- Intel® Extension for Transformers v1.3 Release2023-12-22
- llmaas1.3.02023-12-14
go-skynet/LocalAI
mlc-ai/mlc-llm
🆕 最近动态 10
- v0.20.02026-07-07
- v0.26.dev0: [Refactor] Update TVM runtime integration (#3501)2026-06-28
- v0.19.02025-02-11
- v0.20.dev0: [Device] Defer the CPU detection (#3126)2025-02-10
- v0.18.12024-12-15
- v0.19.dev0: [Model] Add support for OLMo architecture (#3046)2024-12-14
- v0.17.2: [Bench] Update API backend names (#2968)2024-10-08
- v0.17.12024-09-09
- v0.18.dev0: Added hermes 3 support (#2886)2024-09-09
- v0.1.dev02023-04-29
turboderp/exllamav2
ollama/ollama
ggerganov/llama.cpp
vllm-project/vllm
vllm-project/production-stack
pytorch-labs/gpt-fast
Mozilla-Ocho/llamafile
oobabooga/text-generation-webui
getumbrel/llama-gpt
karpathy/llama2.c
🌐 website
oobabooga/text-generation-webui
✍️ blog
L
lawrencecchen.com/llama-65b-m1-max
T
til.simonwillison.net/llama-7b-m2
🌐 website
O
ollama.ai/library
🐳 docker
H
hub.docker.com/ollama
🆕 最新动态 14 源更新 · 同源已折叠
- DeepSeek and Moonshot AI face Beijing's probe over potential data leaks to Anthropic
- Nathan Lambert's written Congressional testimony on the state of open models - Chinese open-weight downloads now 2x America's, >80% of OpenRouter open-model usage
- The attack on open weights continues to grow.
- v0.34.4 (+3 更早)
- b11115 (+13 更早)
- Finally trying out Agentic stuff and now the question is how do I get my text in the real world in to my computer… OCR, Vision, etc.
- stuntd: a local Jev-compatible server on Laya that learns from your own traffic (no API key needed)
- Unsloth Studio VS LM Studio... Which one do you prefer?
- My local llm when I tell it to do any changes to my vLLM service
- M5 ultra AI test results
- quants for K2-Horizon are now available
- Cloud-AI Cold-Turkey: Real Dev Work with Local AI (Ornith 1.5 35b-a3b and Qwen 3.8-27b; 8GB VRAM vs 32GB VRAM)
- MiMo-V2.6-Flash on vLLM: fixes for "empty responses" with thinking + tools, and a hidden 2,048-token output cap
- New 6B image model coming, AntLing just open sourced the Ming-Image-0.1-Design family
🎯 科技分享频道 4 精选 · 30 源更新
✈️ telegram

极客分享
专注分享各种高质量网站、工具、APP、开源项目等一切好玩的东西🚀,以及偶尔开开车🚗 ✅极客分享2.0 @xgeekshare 📮广告合作 @Geekshare_bot 🌐网站:https://geekshare.org/
🆕 最近动态 12
- #图像处理 #工具2026-09-22
- #图像处理 #工具2026-09-22
- ➡️想找一款高速又稳定的VPN,趣连VPN会是很顺手的选择,免费体验,日常刷视频、上网、切换节点都很省心。支持多设备同时使用,连接更安全,解锁Netflix也很轻松,体验起来更流畅。2026-09-22
- RelayLLM · 纯血 AI API 中转站2026-09-21
- #开源 #Telegram #跨平台2026-09-21
- #开源 #新闻2026-09-20
- #趣站2026-09-20
- ➡️想找一款高速又稳定的VPN,趣连VPN会是很顺手的选择,免费体验,日常刷视频、上网、切换节点都很省心。支持多设备同时使用,连接更安全,解锁Netflix也很轻松,体验起来更流畅。2026-09-20
- #输入法2026-09-17
- #macOS #工具2026-09-17
- #APP #视频处理 #macOS2026-09-15
- #macOS #工具2026-09-15

LptTech
AI一年,人间十年 ✏️ 投稿 @FreonLiquid 🏂 频道 https://t.me/LptTech 📻 Discord https://discord.gg/3ggyJ8SV4F #chatGPT #DeepSeek #OpenAI #AI #人工智能
🆕 最近动态 12
- 网传期待中的deepseek v4 pro正式版斩杀线2026-08-02
- OpenAI今天发布的o3 视觉推理着实有点厉害,已经不是跨过图灵测试的问题,远超普通人了。2025-04-17
- M3 Ultra Mac Studio运行DeepSeek 671B模型与官网速率相当2025-03-11
- 想并肩 DeepSeek 不能靠自嗨和邀请码2025-03-06
- Codeium & Windsurf 用来 PUA AI 的提示词简直惨无人道令人发指2025-02-26
- Clone Robotics 的世界首台可双足行走的肌肉骨骼机器人 Protoclone V1 2025-02-20
- Perplexity发布开源DeepSeek R1 1776推理模型的无中国审查版本2025-02-19
- 大科技对AI初创企业的投资矩阵2025-02-15
- 如果是真的,这种场景AI硬件应用值得给个大拇哥😑2025-02-14
- 中国一新能源汽车自动驾驶实录,5分钟左右,乡村路,道路狭窄,且有对向来车,本车道也有随机的停车,这个环境下驾驶难度很高,整个过程很顺利,令人惊讶2025-02-13
- Sam 公布 Open AI 所有模型的发布规划:GPT-4.5、O3、GPT-52025-02-13
- Channel name was changed to «AI中文社区»2025-02-11

Sliverkissの废弃文化研究所
一名实用主义技术极客的资源聚合频道。 分享AI 工具、代理软件脚本(Quantumult X / Surge / Loon / Egern) 签到与自动化、iOS 快捷指令、白嫖资讯等。 博客:blog.xn--ug8h.eu.org 线报: @sakurako0818 联系: @sliverkiss777 #AI #代理软件 #脚本分享 #快捷指令 #白嫖资讯
🆕 最近动态 12
- 魔搭注册后绑定阿里云,1积分兑换1小时AMD Radeon Cloud算力,24GB显存。2026-09-22
- GLMF5.3 和 DS4.1F 国模免费用,Free额度有5小时限额和周限额,跑复杂任务慎重。2026-09-22
- Miora 限时免费用腾讯混元 Hy Image3.5 preview 生图,9月22日到10月7日,无需门槛。2026-09-22
- PixAI 新模型 Tsubaki.3 上线,免费账号签到点数也能生成视频了。2026-09-22
- opencode 宣布免费用 mimo2.6-flash 模型。2026-09-21
- Claude Max用户可送朋友一周免费Pro,每人限送3张。2026-09-21
- 长期免费使用jev-1.13-free模型,无需申请,opencode直接调用,可无限注册。2026-09-21
- 白嫖Qwen3.8-Flash模型,限时免费使用,活动到9月30日截止。2026-09-21
- VS Code Copilot 免费版每月2000次代码补全,学生认证后不限次数,有概率路由到GPT-5.6 Luna,不用绑卡。2026-09-20
- 国际版阶跃星辰,新用户注册送15天额度,首次API调用再送15天,共30天白嫖。2026-09-20
- 48小时内用邀请码WKBPKR注册Muse,送10亿词元,长期免费使用。2026-09-20
- 智谱zcode周末免费,调休期间也算。2026-09-20
✍️ medium
M
@croath
🆕 最近动态 10
- BNS 比特币域名服务 & 支撑 BNS 的去中心化网络 Rings Network 解析2023-02-22
- 低成本体验生成 AI 小姐姐照片2023-02-18
- A Brief History of Decentralized Peer-to-Peer Networks | Modern Decentralized Networks #Nostr and…2023-02-03
- 去中心化点对点网络简史 | 现代去中心化网络 #Nostr 和 #RingsNetwork2023-02-03
- 日本人真的说过「花姑娘大大的有」这种话吗2020-02-13
- 小程序生成图片分享朋友圈2019-10-23
- Catalina macOS 10.15 下 CGO 不能运行的解决方案2019-10-13
- macOS 快速在英文与常见输入法之间切换2017-10-17
- 简单 CNN 解决手写汉字错别字识别问题2017-09-15
- Mac 再次中毒了2017-06-27
🆕 最新动态 30 源更新 · 同源已折叠
- Devin Cloud 免费无限使用 SWE-2 模型,32G 内存 8 核云服务器,截止 10 月 9 日,手机可直接访问。
- Miora 限时免费用腾讯混元 Hy Image3.5 preview 生图,9月22日到10月7日,无需门槛。
- 魔搭注册后绑定阿里云,1积分兑换1小时AMD Radeon Cloud算力,24GB显存。
- PixAI 新模型 Tsubaki.3 上线,免费账号签到点数也能生成视频了。
- AMD开发者云中国区免费送GPU算力,24GB显存,1积分兑换1小时。需注册魔搭并绑定阿里云账户,限中国区。
- 国际版阶跃星辰,新用户注册送15天额度,首次API调用再送15天,共30天白嫖。
- 48小时内用邀请码WKBPKR注册Muse,送10亿词元,长期免费使用。
- GLMF5.3 和 DS4.1F 国模免费用,Free额度有5小时限额和周限额,跑复杂任务慎重。
- opencode 宣布免费用 mimo2.6-flash 模型。
- 智谱今天开始送3亿tokens额度,可白嫖。
- VS Code Copilot 免费版每月2000次代码补全,学生认证后不限次数,有概率路由到GPT-5.6 Luna,不用绑卡。
- Cline Desktop 免费开放 Kimi K3 模型,可用谷歌邮箱登录,需+86手机接码注册。免费额度限量情况不明。
- 长期免费使用jev-1.13-free模型,无需申请,opencode直接调用,可无限注册。
- 白嫖Qwen3.8-Flash模型,限时免费使用,活动到9月30日截止。
- Claude Max用户可送朋友一周免费Pro,每人限送3张。
- OpenAI免费云Codex,额度单独计算,可运行命令的agent。
- Vercel AI Gateway 免费用 Jev 模型,有效期6天。
- 阶跃星辰官方送30天免费额度,可邀请加天数,可用step-5模型。
- 智谱zcode周末免费,调休期间也算。
- RelayLLM · 纯血 AI API 中转站
- 完成1次API调用送15天额度,额度会重置,可用step-5-preview模型。
- Egern TestFlight 版更新支持配合自签
- 登录送会员30天,学生认证送3个月。打电话练英语非常不错。
- #开源 #Telegram #跨平台
- ➡️想找一款高速又稳定的VPN,趣连VPN会是很顺手的选择,免费体验,日常刷视频、上网、切换节点都很省心。支持多设备同时使用,连接更安全,解锁Netflix也很轻松,体验起来更流畅。
- #开源 #新闻
- #趣站
- #图像处理 #工具
- #图像处理 #工具
- ➡️想找一款高速又稳定的VPN,趣连VPN会是很顺手的选择,免费体验,日常刷视频、上网、切换节点都很省心。支持多设备同时使用,连接更安全,解锁Netflix也很轻松,体验起来更流畅。
🎯 自托管AI编码 15 精选 · 5 源更新
📦 github
TabbyML/tabby
MistRipple/magi-code
🆕 最近动态 10
- Magi v3.0.512026-08-26
- Magi v3.0.502026-08-23
- Magi v3.0.492026-08-22
- Magi v3.0.482026-08-22
- Magi v3.0.472026-08-21
- v3.0.462026-08-21
- v3.0.452026-08-21
- v3.0.442026-08-21
- Magi v3.0.432026-08-10
- Magi Browser Runtime 3.0.432026-08-10
QwenLM/qwen-code
zhukunpenglinyutong/codemoss
yetone/avante.nvim
xintaofei/codeg
RooCodeInc/Roo-Code
sxhxliang/agent-studio
OpenAutoCoder/Agentless
block/goose
Blushyes/coro-code
vinhnx/vtcode
esengine/DeepSeek-Reasonix
XiaomiMiMo/MiMo-Code
Doorman11991/smallcode
🆕 最新动态 5 源更新 · 同源已折叠




