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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 News · 技术 · 工程师
- 2.0 Powering AI is an architecture problem MIT Tech Review AI · 技术 · 决策者
- 2.0 A Hard Year For Software IPOs Crunchbase News · 商业 · 决策者
- 1.9 Astronex-World 1.0: Real-Time Interactive World Model Foundation arXiv cs.AI · 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
- 1.9 Governance-as-Code: Translating EU AI Act Technical Requirements into Executable Compliance Pipelines for Generative AI Systems arXiv cs.AI · 技术 · 工程师
- 1.9 Design of the IBM Granite 5.0 TurboCTC ASR Model arXiv cs.CL · 模型 · 研究者
- 1.9 The Crunchbase Tech Layoffs Tracker Crunchbase News · 商业 · 决策者
- 1.9 I trained a 44M parameter quantized LLM from scratch on 45B tokens. It ships in 19.8 MB and runs at ~1,900 tok/s on CPU. [P] r/MachineLearning · 模型 · 工程师
📰 最新快讯
- MiMo-V2.6 新画廊展示AI生成的3D模型、游戏和多媒体
- OpenAI 携手数学家顾问团,指导 AI 在数学领域的发展
- OpenRouter 通知功能现已集成 Slack,实时推送模型变更与额度提醒
- Muse 能为你的 Google Drive 搭建私人图书馆
- Hugging Face 分享 Hub 上文本与多模态分类器的入门指南
- Grok 4.7 现已上线 Requesty,强化编码与长任务处理能力
- Qwen Image 2.1:7B 原生图像生成与编辑模型,支持 10 张图像参考
- Muse AI 智能体端到端完成理发预约
- Grok 4.7 登陆 OpenRouter,在 CursorBench 4.0 上展现前沿性价比
- Perplexity Computer 新增视频生成功能,集成 MiniMax H3 与字节跳动 Seedance 2.5
- Grok 4.7 发布:同等价格与速度下较 4.6 显著提升
- zerank-2:带置信度评分的开源 4B 重排序器,可作分类器使用
- 智谱推出更快的GLM-5.3-Flash,吞吐量高达200 tokens/s
- OpenRouter 推出通知功能:覆盖模型变更、余额与 API 密钥限制
- DeepSeek v4.1 Flash 在 Requesty 数据集中采用率激增后回落
- Tokenizers v1 候选版本发布:分词速度提升高达 30 倍
- QwenImage 2.1 的 KV 缓存技术实现 2.55 倍加速
- 在腾讯云轻量服务器上运行 OpenClaw:三步实现夜间价格与库存检查
- AI基础设施尚不成熟,纯产品公司难以为继
- Anomaly ZeroCode 在推理服务上的突破:有望成为 OpenAI 和 Anthropic 之外的最佳提供商
- WeAgent-MMSearch:腾讯让搜索智能体全程保留视觉证据
- Eidon AI 发布 1274 小时第一视角视频及 IMU 手臂追踪数据,采用 CC-BY-4.0 许可
- AI筛选求职简历:为什么自动化筛查有助于避免漏掉优秀候选人
- T-Mem:一种预测记忆何时重要的开源记忆架构
- Qwen 推出 RecreationBench:面向混合计算机使用智能体的新基准
- Qwen 官方澄清 Qwen-Image-2.1 生成内容的权利归属
- 约50美元/月全天候运行AI Agent:GMI Cloud用户分享成本拆解
- Qwen 明确:用户拥有使用其模型生成的图像与内容的权利
- SGLang-Diffusion 首发支持 Qwen-Image-2.1:文生图、图像编辑与透明 RGBA 输出
- Qwen-Image-2.1:一个 7B 模型同时支持生成与编辑,现可在浏览器中直接体验
⭐ 多源共振
githubxsocialboardhn
+1,084★/d 活跃开发 official #19
tiny Jev-like model built on top of Qwen2.5-0.5B you can train and run on your MacBook
🔺 @jaredpalmer 首发 · 47h 前
githubxsocialboard
+2,435★/d 早期·低活动 official #3
354 条循证建议,覆盖长寿防病、急救、省钱理财、法律红线、失业与工伤、医保社保、恋爱婚育、出国与技能。每条写明成本、收益、证据等级和原始出处,只引期刊论文与官方文件。
🔺 @ForestGrahxu 首发 · 66h 前
githubxsocialboard
+1,664★/d 早期·低活动 official #4
Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.
🔺 @mizorewww 首发 · 23h 前
githubxsocialboard
+946★/d 活跃开发 official #15
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.
🔺 @tianma_if 首发 · 61h 前
githubxsocialboard
+820★/d 早期·低活动 official #16
A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings
🔺 @MaciejLukianski 首发 · 41h 前
🔥 动量榜
| # | Repo | 7d | +1d★ | 7d★ | 质地 | 官方 | X |
|---|---|---|---|---|---|---|---|
| 1 | NandhaKishorM/laya ↺ 2d Python 🔺 @clxymox 首发 · 37h 前 |
+5,034 | 8,998 | 活跃开发 | #1 | 19× | |
| 2 | zai-org/ZCode 🆕 new TypeScript |
+4,473 | 4,473 | 早期·低活动 | – | 41× | |
| 3 | browser-use/jev-ultrafast ↺ 2d Python 🔺 @betterhn20 首发 · 16h 前 |
+3,309 | 14,916 | 早期·低活动 | #2 | 23× | |
| 4 | eternity4719/HowToLiveBetter ↺ 2d HTML · 354 条循证建议,覆盖长寿防病、急救、省钱理财、法律红线、失业与工伤、医保社保、恋爱婚育、出国与技能。每条写明成本、收 🔺 @ForestGrahxu 首发 · 66h 前 |
+2,435 | 10,753 | 早期·低活动 | #3 | 24× | |
| 5 | google/ax ↺ 1d Go · Google's open agentic orchestrator |
+2,421 | 3,306 | 早期·低活动 | #6 | 12× | |
| 6 | Albert-Weasker/niubigeo 🆕 new TypeScript |
+2,135 | 2,252 | 早期·低活动 | – | 3× | |
| 7 | mizorewww/laya-mlx ↺ 1d Python · Native MLX runtime for Laya typed decision models — 7–14 ms 🔺 @mizorewww 首发 · 23h 前 |
+1,664 | 3,294 | 早期·低活动 | #4 | 7× | |
| 8 | jaredpalmer/kev 🆕 new Python · tiny Jev-like model built on top of Qwen2.5-0.5B you can tra 🔺 @jaredpalmer 首发 · 47h 前 |
+1,084 | 1,928 | 活跃开发 | #19 | 11× | |
| 9 | deepseek-ai/deepseek-harness ↺ 2d TypeScript 🔺 @the_osps 首发 · 31h 前 |
+1,022 | 8,243 | 早期·低活动 | – | 11× | |
| 10 | stablyai/orca ↺ 2d TypeScript · Orca is the ADE for working with a fleet of parallel agents. 🔺 @tianma_if 首发 · 61h 前 |
+946 | 5,792 | 活跃开发 | #15 | 22× | |
| 11 | affaan-m/ECC ↺ 2d JavaScript 🔺 @BlockInsight214 首发 · 10h 前 |
+857 | 6,179 | 活跃开发 | – | 22× | |
| 12 | cloudflare/security-audit-skill ↺ 2d JavaScript · A coding-agent skill for multi-phase security audits with in 🔺 @MaciejLukianski 首发 · 41h 前 |
+820 | 14,896 | 早期·低活动 | #16 | 34× | |
| 13 | pacifio/atlas 🆕 new Rust |
+817 | 1,231 | 活跃开发 | – | 10× | |
| 14 | bilawalsidhu/gods-eye-view ↺ 2d 🔺 @LFrefman 首发 · 57h 前 |
+770 | 6,836 | 活跃开发 | – | 24× | |
| 15 | dexmal/dexbotic ↺ 1d Python |
+752 | 1,655 | 早期·低活动 | – | 1× | |
| 16 | Open-Dev-Society/OpenStock ↺ 2d TypeScript · OpenStock is an open-source alternative to expensive market |
+727 | 3,255 | 早期·低活动 | #8 | 15× | |
| 17 | tt-a1i/archify ↺ 2d JavaScript 🔺 @xiaomovps 首发 · 59h 前 |
+721 | 6,768 | 活跃开发 | – | 13× | |
| 18 | Mak5er/AirCard 🆕 new Swift 🔺 @PAPERonNet 首发 · 66h 前 |
+707 | 1,100 | 活跃开发 | – | 3× | |
| 19 | alibaba/open-code-review ↺ 2d Go 🔺 @shao__meng 首发 · 71h 前 |
+707 | 13,467 | 活跃开发 | – | 23× | |
| 20 | hypit-ai/hypit ↺ 2d TypeScript 🔺 @cccyd_qwq 首发 · 31h 前 |
+685 | 11,927 | 活跃开发 | – | 32× |
🗞️ Hacker News
- 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
- How to Write with an LLM 401p · 276c
- Samsung is expected to more than double output of its HBM4 and HBM4E DRAM 331p · 210c
- Grim Fandango Puzzle Document (1996) [pdf] 331p · 73c
- What Sun got wrong 325p · 176c
- Kev: Tiny Jev-like family of decision models built on top of Qwen3.5 319p · 151c · jaredpalmer/kev
🛠️ 技术源 · GitHub Trending/Lobsters
- rift - a tiling window manager for macos Lobsters · 2026-09-21
- Self-Hosting Behind CGNAT Lobsters · 2026-09-21
- Seattle Bans Rental Junk Fees Hacker News Front Page · 2026-09-21
- Turn off and restrict access to Apple Intelligence features on Mac Hacker News Front Page · 2026-09-21
- A Continual learning model trained from scratch on 8GB VRAM laptop with batch-1 stream of data Lobsters · 2026-09-21
- Relation algebra is not relational algebra Lobsters · 2026-09-21
- Amazon blocks Meta’s new Muse AI agent from shopping on amazon.com Hacker News Front Page · 2026-09-21
- Show HN: Foremerge – Catch intent conflicts between parallel coding agents Hacker News Front Page · 2026-09-21
- This Digital Radio Gets Messages to the World’s Remotest Locations Hacker News Front Page · 2026-09-21
- Fable 5 – Median thinking declined in August Hacker News Front Page · 2026-09-21
- How do Traffic Signals Work (2019) Hacker News Front Page · 2026-09-21
- Making a game for the GBA and PC from the same codebase Lobsters · 2026-09-21
- Grok 4.7 Hacker News Front Page · 2026-09-21
- A restored PDP-11/83 serving this page on 211BSD Unix Hacker News Front Page · 2026-09-21
- tobi: keep commands running in detachable sessions across your devices Lobsters · 2026-09-21
- Running an Optimal Trace Lobsters · 2026-09-21
- Squalk: an old-school forum engine built on Nostr (NIP-29 groups, NIP-7D threads) Lobsters · 2026-09-21
- Textbook review: Is Parallel Programming Hard, And, If So, What Can You Do About It? Lobsters · 2026-09-21
- Markdown in /src Lobsters · 2026-09-21
- Attention is all you have Hacker News Front Page · 2026-09-21
- Noodle Gallery- Open-source, self-hosted alternative to Google Photos and Immich Hacker News Front Page · 2026-09-21
- Apple Mac mini review Hacker News Front Page · 2026-09-21
- macOS 27: Workaround to avoid downloading AI models and save storage Hacker News Front Page · 2026-09-21
- What Sun got wrong Hacker News Front Page · 2026-09-21
- M5 Ultra Mac Studio Review Hacker News Front Page · 2026-09-21
- Canonical announces Zephyr 26.04 LTS Lobsters · 2026-09-21
- Python Workers are now generally available Hacker News Front Page · 2026-09-21
- Raspberry Pi blocks changing RAM chips Hacker News Front Page · 2026-09-21
- Ask HN: Is it impossible to disable Siri on macOS 27? Hacker News Front Page · 2026-09-21
- What are you doing this week? Lobsters · 2026-09-21
- 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
🐧 LINUX DO
- ai时代,想知道佬们是如何开发的 LINUX DO · 2026-09-21
- 2001太空漫游 LINUX DO · 2026-09-21
- grok 额度查询疑似崩溃 LINUX DO · 2026-09-21
- 哈吉米现在已经进入一个循环了,晚上是西洋时间,不让我们蹬是吧,巨慢! LINUX DO · 2026-09-21
- command code的key泄露 LINUX DO · 2026-09-21
- 9硕,跪求央国企就业指导,希望下班时能看到日落的那种 LINUX DO · 2026-09-21
- 对 copilot chat 模型调用的一些研究 LINUX DO · 2026-09-21
- Codex邀请1k额度 LINUX DO · 2026-09-21
- 不知道别人是怎么测的,heavy周限应该不止300刀 LINUX DO · 2026-09-21
- MiMo Gallery01彩蛋:四个3d模型文件 LINUX DO · 2026-09-21
- 龟壳是真难撬啊 LINUX DO · 2026-09-21
- 预估了下mimo新套餐的额度。 LINUX DO · 2026-09-21
- 关于“好,执行”循环思维链,该怎么办? LINUX DO · 2026-09-21
- grok4.7慢了一个星期,综合鹈鹕测试。跟gpt比差距也太大了吧,还是拉完了。 LINUX DO · 2026-09-21
- 聊一个我针对某老司机网站开发脚本的历程(个人开源项目,不做推广,无群组,无收费) LINUX DO · 2026-09-21
- cursor grok4.7 high 鹈鹕测试 LINUX DO · 2026-09-21
- 低价直卡的plus还在续费的有多少 LINUX DO · 2026-09-21
- 使用workbuddy2api被限流??但是客户端貌似正常 LINUX DO · 2026-09-21
- 好绝啊,gpt,宽限期一天都不给 LINUX DO · 2026-09-21
- MiMo Gallery:走进MiMo-V2.6创造的世界 LINUX DO · 2026-09-21
- 国家网信办发布执法典型案例,江苏一公司涉嫌“AI中转站”被从严处理 LINUX DO · 2026-09-21
- 【开源推广】pi-smart-subagents:让jev来选择子代理使用的模型和可用工具 LINUX DO · 2026-09-21
- 关于Grok Free的降智风控:Grok 4.7 的风控比Grok 4.6更严 LINUX DO · 2026-09-21
- 小米上线mimo desktop会员了(不是Token plan) LINUX DO · 2026-09-21
- 这个gemini是不是有点水 LINUX DO · 2026-09-21
- 注册l站两年半终于要l3了 LINUX DO · 2026-09-21
- grok4.7 free号鹈鹕测试(在harness PTC上测试的) LINUX DO · 2026-09-21
- 西贝竟然要倒闭了 LINUX DO · 2026-09-21
- 4.7 free 号池测试鹈鹕 LINUX DO · 2026-09-21
- 有佬知道为什么用接码平台注册tg他给我发到接码平台邮箱去了 LINUX DO · 2026-09-21
💬 V2EX
- [程序员] 为啥 codex cli 总莫名其妙停工, DSH 和 Trae 没事 V2EX · 2026-09-21
- [程序员] CRDTs Are Not Enough: 从 CRDT 到本地优先同步引擎 V2EX · 2026-09-21
- [问与答] 看文本电子书费眼晴,想听 TTS 的有声书,有什么好方式 V2EX · 2026-09-21
- [程序员] 马斯克赛高了, Grok 4.7 已上线| CursorBench 上 Extra High 超过同档 Opus 5 V2EX · 2026-09-21
- [程序员] codex 明天 18:00 重置 V2EX · 2026-09-21
- [问与答] 如何避免被免费鸡蛋骗? V2EX · 2026-09-21
- [问与答] 你会给非程序员哪些使用 AI Coding 的建议 V2EX · 2026-09-21
- [程序员] Grok 4.7 发布 V2EX · 2026-09-21
- [分享创造] wmux: Windows 上的 tmux,终端多路复用 V2EX · 2026-09-21
- [程序员] AI 时代,移动开发用 React Native / Flutter / 原生 V2EX · 2026-09-21
- [Apple] 想用 Siri AI,正在考虑把 iCloud 账号转到哪个区更好? V2EX · 2026-09-21
- [程序员] kimi K3 是不是吹的厉害 V2EX · 2026-09-21
- [分享创造] 最近做了一个 youtube 语音翻译的 chrome 插件,送码了! V2EX · 2026-09-21
- [程序员] 终于用上 20X 了,一波三折 V2EX · 2026-09-21
- [问与答] 200 万粉丝网红狗狗彪哥被人下毒毒死,从昨天哭到现在,凶手究竟是谁 V2EX · 2026-09-21
- [Android] 感觉 App Bundles 的设计属于学了不该学的对象 V2EX · 2026-09-21
- [问与答] 日本硕士回国能找到工作吗 V2EX · 2026-09-21
- [云计算] CloudCone 钱退回来了,整个过程太折腾了 V2EX · 2026-09-21
- [分享发现] 这东西有什么说法么 V2EX · 2026-09-21
- [分享创造] [送码]为了老人孩子不折腾,自己折腾了一个给老人和孩子用的安卓 TVAPP:节目单 V2EX · 2026-09-21
- [程序员] trae 是不是步 Zcode 后尘了? V2EX · 2026-09-21
- [酷工作] remote AI 自动化工程师/AI 应用后端工程师(AI Agent 方向)/AI 研发工程师 V2EX · 2026-09-21
- [设计] 希望这个 Photoshop 插件(标注插件_UXP 架构)不是我空想的需求 V2EX · 2026-09-21
- [问与答] 20x 还有 50%,但是明天就要重置,我应该怎么办? V2EX · 2026-09-21
- [信息安全] 有关 CISP 培训考试的一些疑问? V2EX · 2026-09-21
- [问与答] 程序员工作没了做什么?可以试试做教培!相对很赚,也适合程序员。 V2EX · 2026-09-21
- [问与答] codex 账号被标记了吗,一直返回: Selected model is at capacity. Please try a different model. V2EX · 2026-09-21
- [推广] 在 ChinaPlay 购买 10 块起的游戏并获取机会赢得奖品! V2EX · 2026-09-21
- [推广] 开发了一个股票数据分析的网站,有宏观数据也有个股、板块数据,欢迎各位 V 友注册体验 [送码🎉] V2EX · 2026-09-21
- [问与答] 国庆准备去河西走廊戈壁滩试试住帐篷 V2EX · 2026-09-21
- I built a harness that can run DOOM r/LocalLLaMA · 2026-09-21
- A better coder for the small-GPU/small-RAM crowd! r/LocalLLaMA · 2026-09-21
- How it feels watching prices go up r/LocalLLaMA · 2026-09-21
- [MASSIVE RELEASE] Supra2-IMG - a tiny 100M text-to-image model - SOTA quality and open release! r/LocalLLaMA · 2026-09-21
- tokenizers v1 (rust) r/LocalLLaMA · 2026-09-21
- Got jev-like api running natively on ninfer / qwen3.8 27b and results are quite decent r/LocalLLaMA · 2026-09-21
- M5 Ultra Mac Studio Review: The Dream Mac for Local AI Agents - MacStories r/LocalLLaMA · 2026-09-21
- Putting the question before the context took my local Qwen from 89% to 100% on a decision benchmark, and from ~400 ms to ~80 ms r/LocalLLaMA · 2026-09-21
- Deepseek training 2T and plans 8T model r/LocalLLaMA · 2026-09-21
- [Splash Engine] Qwen3.8-27B in native 8-bit at 37–55 tok/s on Apple Silicon: Extending Splash to Q8, 256k context scaling, and the "Reasoning Cliff" r/LocalLLaMA · 2026-09-21
- 16GB (and in many cases 12GB) is the max vram most people will ever reasonably have r/LocalLLaMA · 2026-09-21
- Deterministic Kittens: fun with Qwen Image 2.1 on an M2 Macbook Pro r/LocalLLaMA · 2026-09-21
- Gewell - Gemma4 inference engine r/LocalLLaMA · 2026-09-21
- Hemmingway-1: An AI that writes like a person (Qwen3.8-27B finetune) r/LocalLLaMA · 2026-09-21
- I really don't understand Jev hype r/LocalLLaMA · 2026-09-21
- Clarification on the Qwen-image-2.1 license r/LocalLLaMA · 2026-09-21
- Where are the current GPU VRAM sweet spots? r/LocalLLaMA · 2026-09-21
- mini-AGI - dynamically grown (530M params currently and growing) continual learning model trained from scratch on 8GB VRAM laptop from batch-1 stream of data. r/LocalLLaMA · 2026-09-21
- Foulmouth Qwen 3.8 27b, an unexpected thought process... r/LocalLLaMA · 2026-09-21
- convaiinnovations/laya (multilingual, non-autoregressive System 1 decision model) r/LocalLLaMA · 2026-09-21
- ZCode is now open source r/LocalLLaMA · 2026-09-21
- You can use any LLM just like JEV r/LocalLLaMA · 2026-09-21
- Seeing how differently people prompt LLMs is funny r/LocalLLaMA · 2026-09-20
- Do NOT trust StepFun's Plan subscriptions., They stole >$100 from me with no warning, and I have not heard back from support at all. r/LocalLLaMA · 2026-09-20
- Wow... thank goodness for open weights!!! r/LocalLLaMA · 2026-09-20
- DIY Jev r/LocalLLaMA · 2026-09-20
- Success running Qwen 3.8 27B EXL3 on RTX 3060 + 5060 Ti r/LocalLLaMA · 2026-09-20
- Would you buy a Qwen3.8-27B Taalas chip for $1k if it could run at 7,000 TPS? r/LocalLLaMA · 2026-09-20
- Speed-up Kimi K3(2.8T) on a 16x GB10 Cluster — 30 t/s coding throughput, 136 t/s concurrency peak. r/LocalLLaMA · 2026-09-20
- Ling 3.0 Tiny vs. Gemma 26B-A4B MoE r/LocalLLaMA · 2026-09-20
📥 AI 博客 · Newsletter
- Pruning LLMs Like a Physicist: Block Removal as an Ising Optimization Problem Hugging Face Blog · 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
- Advisory Group on Mathematics and Artificial Intelligence OpenAI News · 2026-09-21
- The current balance of power in open models Interconnects (Nathan Lambert) · 2026-09-21
- Building standards for the next phase of AI OpenAI News · 2026-09-21
- Expanding OpenAI Academy with new learning paths OpenAI News · 2026-09-21
- tokenizers v1: encode, decode and scaling, measured Hugging Face Blog · 2026-09-21
- How V7 gives AI agents institutional memory OpenAI News · 2026-09-21
- Quoting voxium 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
- Introducing the Australian Youth Safety Blueprint OpenAI News · 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
- Self-generated prompt injections in compaction summaries Simon Willison · 2026-09-17
- The future of practice: Enabling teachers to create learning interactives with generative UI Google Research · 2026-09-17
- How Cooley is accelerating IPO work with ChatGPT OpenAI News · 2026-09-17
- [AINews] Reality Checks on AI News (Yegge shuts down Gas Town, Databricks’ +60% Astra cost) Latent Space · 2026-09-17
- Introducing Astra for Law OpenAI News · 2026-09-17
- datasette 1.0a40 Simon Willison · 2026-09-16
📢 电报精选
- AI_News_CN Grok 4.7 现已上线 Requesty,强化编码与长任务处理能力 Requesty 已上线 Grok 4.7,该模型在编码和长任务处理方面更强,且价格和速度与 Grok 4
- AI_News_CN Grok 4.7 登陆 OpenRouter,在 CursorBench 4.0 上展现前沿性价比 OpenRouter 宣布 SpaceXAI 的 Grok 4.7 现已上线,
- AI_News_CN Grok 4.7 发布:同等价格与速度下较 4.6 显著提升 Grok 4.7 现已推出,在同等价格和速度下相较 Grok 4.6 有显著改进,并已在 Cursor、Grok B
- zaihuapd 🍏 苹果发布 M6 与 M5 Ultra 芯片,M6 首搭 2 纳米制程 Apple 在新 Mac mini 中首发 M6 芯片,并在新 Mac Studio 中推出全新 M5
- AI_News_CN #Update #Grok Grok 4.7 现已发布,宣称在多个基准测试中超越 GPT-5.6 Sol。 via AI Copilot - Telegram Channel
- AI_News_CN 智谱推出更快的GLM-5.3-Flash,吞吐量高达200 tokens/s 智谱宣布推出更快的GLM-5.3-Flash变体(glm-5.3-flashx),吞吐量高达200
- AI_News_CN 字节面向公益机构提供福利 https://techforgood.qq.com/tools 腾讯面向公益机构福利, WorkBuddy 积分申领说明 https://welfar
- AI_News_CN DeepSeek v4.1 Flash 在 Requesty 数据集中采用率激增后回落 据 Requesty 数据集,DeepSeek v4.1 Flash 每日 Token 份
- zaihuapd xAI 发布 Grok 4.7 模型,主打编程与知识工作 xAI 发布 Grok 4.7,称其为编程与知识工作领域最强模型。价格与速度与 Grok 4.6 持平,输入每百万 to
- AI_News_CN 谷歌推出首批AI笔记本Googlebook 谷歌公布了首批所谓 “Googlebook” 笔记本的价格和硬件规格,从而进军高端笔记本电脑市场。这些高端笔记本机型起售价为 899
- zaihuapd ❌ 新款 Apple TV 4K 或将携 HomePad 与 HomePod mini 一同发布 据彭博社记者 Mark Gurman 透露,苹果预计最早于今年 10 月发布新款
- AI_News_CN Googlebooks 于 10 月 4 日上市,最低 899 美元 2026-09-21 22:32 by 我的爸爸在火星 深度集成 Gemini、运行 Android 的笔
- AI_News_CN OpenAI与Anthropic曾接近达成协议 互相开展AI压力测试 via cnBeta.COM - 中文业界资讯站 (author: 稿源:环球市场播报)
- AI_News_CN 谷歌推出首批AI笔记本Googlebook:与联想等五大PC厂合作 售价公布 9月21日,据彭博社报道,谷歌公布了首批所谓“Googlebook”笔记本的价格和硬件规格,从而进军
- AI_News_CN AI 聊天机器人经常给出错误的财务问题答案 2026-09-21 21:39 by 神秘博士:阿波罗23号 Saturn 的一项研究显示,ChatGPT、Claude、Copi
- zaihuapd 祖父母爱用 AI 合成孙辈照片,千禧父母忧隐私 美国婴儿潮一代祖父母越来越喜欢用 AI 生成孙辈照片,但千禧一代父母对此强烈反感,认为这构成儿童隐私隐患。报道将这股趋势称为「gr
- AI_News_CN Googlebook正式开启预订 Chromebook进入历史新阶段 via cnBeta.COM - 中文业界资讯站 (author: 稿源:cnBeta.COM)
- AI_News_CN 联发科Dimensity CX C10 Max处理器亮相 Googlebook平台的重要核心硬件 via cnBeta.COM - 中文业界资讯站 (author: 稿源:cnB
- zaihuapd 2024款苹果iPad Pro 8GB内存版采用两颗6GB内存颗粒 iFixit拆解了2024款13英寸苹果iPad Pro 256GB版,该版本配备9核M4芯片和8GB内存。拆解
- AI_News_CN 让 AI 自己赚订阅费 🤖 一位名叫春日部彼得的用户分享了一个大胆的实验:他启动了 10 个 GPT-6 Astra Agent,每个支付 52 美元,然后给它们下达了一条指令
- AI_News_CN Anthropic、OpenAI、Google和SpaceXAI协调减缓AI发展速度的做法遭反垄断诉讼 via cnBeta.COM - 中文业界资讯站 (author: 稿源:
- zaihuapd 英国政府成立全国反厌女工作组 英国政府宣布成立全国反厌女工作组,由妇女与平等事务大臣布里奇特·菲利普森主持。工作组将汇集专家、部长和地方领导人,研究如何在社会各领域预防并遏制厌女
- CE_Observe 宏碁:内存、CPU缺货正在缓解,PC价格预期会在2027下半年回落 https://udn.com/news/story/7240/9765433 聯合新聞網 宏碁:記
- zaihuapd 支付宝组织调整,组建全新事业群 蚂蚁集团 CEO 韩歆毅发布全员信,宣布支付宝事业群、数字支付事业群和芝麻信用事业部将组建全新的支付宝事业群。 吴敏芝将出任新支付宝事业群总裁,
- AI_News_CN Anomaly ZeroCode 在推理服务上的突破:有望成为 OpenAI 和 Anthropic 之外的最佳提供商 OpenCode 的开发者 dax 宣布在推理服务上取得重
- AI_News_CN 微软承认Windows 11紧急更新仍未修复音频故障 彻底解决方案或需等到10月 微软官方证实,针对Windows 11系统发起的带外紧急更新未能完全解决近期出现的音频失效问题,
- zaihuapd 🐶 谷歌因位置数据问题被罚 4.03 亿欧元 爱尔兰数据保护委员会(DPC)9 月 21 日表示,因谷歌处理用户位置数据存在合法性和透明度问题,已对 Alphabet 旗下谷歌
- AI_News_CN 联合国专家组警告:AI安全措施不能“等出事” 应立即采取预防行动 via cnBeta.COM - 中文业界资讯站 (author: 稿源:cnBeta.COM) Tele
- AI_News_CN 爽用 DeepSeek V4 Flash、GLM-5.2、Qwen3.8 Max、GPT-5.6 Sol,EvoX 够猛 via 掘金人工智能本月最热 (author: 沉默王二
- CE_Observe 英伟达黄仁勋回应加州“亿万富翁 5% 税”提案:交税越多越开心,我不怕交税就怕贫穷 https://m.ithome.com/html/1005384.htm Ithome
📚 科技周刊 新项目/工具自荐
- 【产品自荐】压缩 (yasuo.app) - 纯浏览器本地0上传!免费、免注册、无大小限制的多媒体压缩神器
- 听成文 AI - 视频/音频转文字+AI摘要的Windows桌面工具 1 repos
- 【开源自荐】SocialCoach:AI 情商陪练,把难开口的对话先练一遍 1 repos
- 【开源自荐】FPS 帧律:每一项都能还原的 Windows 帧率优化工具 1 repos
- 【开源自荐】nim_duilib 一款基于C++开发的跨平台界面库,支持Windows/Linux/macOS/FreeBSD平台/国内各主流信创操作系统 2 repos
- 【开源自荐】oh-my-ppt:AI+ 驱动可编辑 HTML,重构下一代 PPT 生产方式。 2 repos
- 【网站自荐】SeichiGo:把 5 万多个动画取景地标在一张世界地图上,再让 AI 排成逐日行程
- 【工具自荐】Mixdesk:把海外客户消息集中处理,支持 AI 回答与人工接手
- 【工具自荐】100% 离线的 Apple 全平台智能长截图工具 1 repos
- 【开源自荐】random-universe:随机宇宙生成器
- 【开源自荐】 joLink:为 AI 编程助手提供 Java 增量编译、测试与运行调试 2 repos
- 【投稿】人工智能与人脑
- 【开源自荐】Prism:跨平台社交内容分析框架,按收藏率而非点赞排序 1 repos
- 【网站自荐】免费在线MP3转MIDI工具,MelodyTrace 让声音与音符自由互译 1 repos
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- 【开源自荐】PI-Desktop:本地优先的 AI 编程 Agent 桌面工作区 1 repos
🎯 Alpha 账号 X 上最早带火仓库的人
| 作者 | leads | lead率 | 仓库数 |
|---|---|---|---|
| @shanyanggm | 22 | 0.71 | 23 |
| @xzbx888 | 13 | 0.87 | 8 |
| @shaw_stone73832 | 9 | 0.69 | 7 |
| @GitTrend0x | 8 | 0.73 | 8 |
| @LFrefman | 8 | 0.47 | 9 |
| @the_osps | 7 | 0.88 | 6 |
| @xfubot | 7 | 0.54 | 8 |
| @the_rza_ | 7 | 0.44 | 8 |
| @Sn0wbrave | 6 | 0.55 | 6 |
| @clxymox | 6 | 0.4 | 8 |
| @shao__meng | 6 | 0.6 | 6 |
| @vintcessun | 6 | 0.35 | 13 |
| @iasg1004 | 6 | 0.27 | 16 |
| @FrontieraTechIT | 5 | 0.63 | 7 |
| @bilawalsidhu | 5 | 1 | 1 |
| @DataChaz | 5 | 0.83 | 5 |
| @RepoGems | 5 | 0.83 | 4 |
| @neil_xbt | 5 | 0.63 | 3 |
| @key_indie | 5 | 0.83 | 2 |
| @LoveAIbrain | 5 | 1 | 4 |
| @jasontopia | 4 | 0.8 | 3 |
| @QingQ77 | 4 | 0.31 | 7 |
| @seekjourney | 4 | 0.67 | 3 |
| @ctatedev | 4 | 0.8 | 2 |
| @ClaudeCodeLog | 4 | 1 | 1 |
🏆 各领域最强模型
文本 / 对话
Claude Fable 5.1
Anthropic · 53.4
图像生成
GPT Image 2.5 Flare
OpenAI · 1188
图像编辑
GPT Image 2.5 Sunburst
OpenAI · 1176
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 · 1276
🏆 能力排行榜 Artificial Analysis
文本 / 对话 Intelligence Index
- 1Claude Fable 5.153.4
- 2GPT-6 Astra52.7
- 3Claude Opus 550.8
- 4Claude Fable 549.6
- 5Muse Spark 1.348.1
- 6GPT-5.6 Sol47
- 7Grok 4.7 🆕46.4
- 8Qwen3.8 Max45.4
- 9GLM-5.344.8
- 10Grok 4.644.3
- 11Step 5 Preview43.7
- 12Kimi K343.6
图像生成 Text→Image Arena Elo
- 1GPT Image 2.5 Flare1188
- 2GPT Image 2.5 Sunburst1182
- 3GPT Image 21171
- 4Grok Imagine Image 2.01154
- 5MAI-Image-2.61147
- 6Reve 2.11129
- 7Nano Banana 21122
- 8Muse Image1111
- 9GPT Image 1.51102
- 10MAI-Image-2.51102
- 11Nano Banana Pro1100
- 12MAI-Image-2.6-Flash1099
图像编辑 Image-Editing Arena Elo
- 1GPT Image 2.5 Sunburst1176
- 2GPT Image 2.5 Flare1155
- 3MAI-Image-2.61132
- 4MAI-Image-2.6-Flash1122
- 5GPT Image 21121
- 6Muse Image1115
- 7MAI-Image-2.51113
- 8MAI-Image-2.5-Pro1106
- 9Seedream 5.0 Pro1106
- 10Nano Banana 21105
- 11Grok Imagine Image 2.01104
- 12GPT Image 1.51104
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 3.61276
- 2Qwen-Audio-3.0-TTS-Plus1260
- 3Realtime TTS-21247
- 4Simba 3.21240
- 5Luna TTS1231
- 6Realtime TTS-2 Flash1215
- 7StepAudio 2.5 TTS1209
- 8Breeze TTS 21205
- 9Gemini 3.1 Flash TTS1201
- 10v3 Conversational1197
- 11Sonic 3.51184
- 12Lightning V3.1 Pro1179
🥇 综合能力榜 Benchmark Heaven · 7 榜合一(AA+Epoch ECI+DesignArena)
| # | 模型 | 综合分 | $/1M | Benchmaxxing |
|---|---|---|---|---|
| 1 | Claude Fable 5.1 Anthropic 🏅前沿 | 98.4 | $13.64 | 0.62 |
| 2 | GPT 6 Astra OpenAI | 97.7 | $13.64 | -6.41 |
| 3 | Claude Opus 5 Anthropic | 96.3 | $6.82 | -5.96 |
| 4 | Claude Fable 5 Anthropic | 95.6 | $13.64 | -4.46 |
| 5 | Muse Spark 1.3 Meta 🏅前沿 | 89.3 | $1.52 | 5.8 |
| 6 | GPT 5.6 Sol OpenAI 🏅前沿 | 95.2 | $2.73 | -2.64 |
| 7 | Qwen3.8 Max 0902 Alibaba | 87.7 | $2.36 | — |
| 8 | GLM 5.3 Z.ai 开源 🏅前沿 | 85.9 | $0.92 | 1.63 |
| 9 | Grok 4.6 xAI | 84.6 | $2.36 | 5.33 |
| 10 | Step 5 Preview StepFun 🏅前沿 | 87.4 | $1.15 | — |
| 11 | Kimi K3 Moonshot AI 开源 🏅前沿 | 89.5 | $2.32 | 3.73 |
| 12 | GPT 5.6 Terra OpenAI | 82.2 | $2.91 | -3.75 |
| 13 | GLM 5.3 Flash Z.ai 开源 🏅前沿 | 77.5 | $0.09 | -1.15 |
| 14 | Claude Opus 4.8 Anthropic | 88.4 | $6.82 | -2.34 |
| 15 | Gemini 3.8 Flash Google | 81.4 | $1.02 | 6.3 |
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 |
|---|---|---|---|
| DeepSeek V4 Flash 0731 🏅前沿 🔒不训练 开源 | $0.05 | 74.4 | Relace |
| Agnes 3.0 Flash | $0.06 | 71.2 | |
| GLM 5.3 Flash 🏅前沿 开源 | $0.09 | 77.5 | GMICloud |
| Agnes 2.5 Pro Beta | $0.12 | 71.2 | |
| DeepSeek V4.1 Flash 🔒不训练 开源 | $0.15 | 69.9 | Morph |
| Qwen3.8 Flash Next 🏅前沿 开源 | $0.18 | 82 | Alibaba |
| Qwen3.8 27B 开源 | $0.25 | 69.8 | Darkbloom |
| GPT 5.6 Luna 🔒不训练 | $0.29 | 79.5 | Azure AI Foundry |
| Solar Pro 4 | $0.38 | 63.1 | |
| Agnes 2.5 Pro Alpha 开源 | $0.49 | 62.2 | |
| DeepSeek V4 Flash Vision | $0.52 | 66.4 | |
| Inkling Small 🔒不训练 开源 | $0.52 | 64 | DeepInfra |
| Apodex 1.1 | $0.55 | 71.2 | |
| GLM 5.2 🔒不训练 开源 | $0.68 | 76.1 | DeepInfra |
| Quasar 438B | $0.71 | 66.1 |
跨 95 家 provider(含 21 家 🇪🇺 EU、53 家 🔒不训练)· 数据 2026-09-21
🏅 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 54.1 · $0.02/M · Novita · 开源
- DeepSeek V4 Flash 0731 综合 74.4 · $0.05/M · Relace · 开源
- GLM 5.3 Flash 综合 77.5 · $0.09/M · GMICloud · 开源
- Qwen3.8 Flash Next 综合 82 · $0.18/M · Alibaba · 开源
- GLM 5.3 综合 85.9 · $0.92/M · Morph · 开源
- Step 5 Preview 综合 87.4 · $1.15/M ·
- Muse Spark 1.3 综合 89.3 · $1.52/M · Meta
- Kimi K3 综合 89.5 · $2.32/M · Relace · 开源
- Qwen3.8 Max 综合 91.9 · $2.36/M ·
- GPT 5.6 Sol 综合 95.2 · $2.73/M · OpenAI
- Claude Opus 5 综合 96.4 · $6.82/M · Azure AI Foundry
- Claude Fable 5.1 综合 98.4 · $13.64/M · AWS Bedrock
🧠 最新发布
2026-09-18
GLM 5.3 FlashX
Zhipu AI
2026-09-18
Ternary Bonsai 2 27B
PrismML
2026-09-17
KAT-Coder-Pro V2.5
Kwaipilot
2026-09-17
Gemini Omni Flash Preview
Google
2026-09-17
Venice Uncensored
Venice
2026-09-17
Nano Banana 2 Lite
Google
2026-09-17
Pareto
Unbiased
2026-09-17
Qwen3.8 Omni Flash
Alibaba Cloud
🧠 模型发布时间线
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
aimlapiopperllmgateway3×
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
2026-09-08
GPT Image 2.5 Sunburst
Open AI
aimlapillmgateway2×
2026-09-08
GPT Image 2.5 Flare
Open AI
aimlapillmgateway2×
2026-09-08
Mercury 2.5
Inception
aimlapi
📄 论文 PwC + arXiv
Subham Sekhar Sahoo, Lingjie Chen, Khiem Pham · 2026-09-21
Large Language Models (LLMs) owe much of their success to next-token prediction (NTP), but their autoregressive (AR) structure requires slow, sequential token generation. To overcome this bottleneck, we introduce diffusion-augmented LLMs, a
Muyao Niu, Jixuan He, Ruihan Yu · 2026-09-21
We study the problem of generating a compositional 3D representation of a cluttered scene containing hundreds of objects. The goal is to represent the scene as a collection of individual object meshes placed in a shared world frame, as requ
Chengsong Huang, Zifeng Wang, Rujun Han · 2026-09-21
LLM agents learn by interacting with environments, yet these environments are hand-built and static: blind to an agent's weaknesses, and quickly left behind as it improves. While recent environment generation methods attempt to address this
Yunhao Chen, Xin Wang, Yixu Wang · 2026-09-21
AI agents operate in persistent environments where early state changes can influence decisions far into the future. Unlike conventional language-model interactions, agent behavior is mediated through a shared state that is repeatedly modifi
Luigi Sigillo, Matteo Silvestri, Francesco Tabaro · 2026-09-21
The web is increasingly accessed by AI agents rather than humans. Every agent needs knowledge, especially in the life-sciences, where agentic pipelines are growing fast. Access to the literature is a crucial part of that need, and resources
DeepSWE 🔥
Datacurve · 2026-09-21
DeepSWE is a long-horizon software engineering benchmark built to separate frontier coding agents on original tasks drawn from 91 active open-source repositories across TypeScript, Go, Python, JavaScript, and Rust. Tasks are written from sc
Coding Agentspwc
StarVLA Community · 2026-09-21
Building generalist embodied agents requires integrating perception, language understanding, and action, which are core capabilities addressed by Vision-Language-Action (VLA) approaches based on multimodal foundation models, including recen
Yi-Hua Huang, Zi-Xin Zou, Yuting He · 2026-09-21
Animatable 3D assets, defined as geometry equipped with an articulated skeleton and skinning weights, are fundamental to interactive graphics, embodied agents, and animation production. While recent 3D generative models can synthesize visua
Meiduo Chong, Shaolei Zhang, Ju Fan · 2026-09-21
Data agents aim to fulfill natural-language instructions over heterogeneous data, including tables, files, and databases. However, data agents face a challenging agent-data gap: heterogeneous data resides outside the agent, while the agent
Shuai Bai, Jiayong Deng, Yikun Fu · 2026-09-21
Computer-use agents (CUAs) have advanced along two separate lines: graphical interaction and software development through code and the command line. Real digital work requires both, interleaved rather than stacked end to end. We study hybri
Yongqi Tong, Pan Wang, Hang Wang · 2026-09-21
Reusable skills give agents transferable procedural knowledge, making scalable acquisition essential for extending agents beyond prior experience. Existing methods face two limitations: trajectory-based synthesis requires interactions with
arXivpwc
Mingyang Chen, Shengdong Chen, Xiaoxiao Fu · 2026-09-21
We introduce Zing-0.5, a 5B autoregressive world model designed for playability: users can explore generated worlds, influence unfolding events, and respond to the resulting feedback through joint keyboard and online text control. Our appro
Zheng-Hui Huang, Guixu Lin, Jiacheng Lin · 2026-09-21
Recent video world models generate increasingly realistic and interactive visual experiences, yet lack reliable mechanisms for maintaining persistent world state and enforcing programmable rules over extended interactions. We introduce Prog
Terminal-Bench-Science 0.1 🔥
Steven Dillmann · 2026-09-21
Terminal-Bench-Science evaluates AI agents on workflows from researchers' own work. Scientists, not model developers or data vendors, set the bar for scientific capability in AI. Terminal-Bench-Science is a benchmark led by researchers at S
Agentspwc
Xin Zhou, Zongchuang Zhao, Zhibo Yang · 2026-09-21
We present Qwen-Drive-1.0, an initial step towards a vision-language foundation model for autonomous driving. Qwen-Drive-1.0 retains the architecture of the pretrained vision-language model (VLM) and integrates 3D perception, visual questio
Wei Zhou, Xiongwei Zhu, Lingdong Kong · 2026-09-21
Reinforcement learning can align diffusion models with human preferences and task-specific objectives, but endpoint rewards do not specify how an intermediate denoising prediction should change. We introduce DiffusionOPSD as an on-policy se
Xiaomin Li, Yuexing Hao, Jianheng Hou · 2026-09-21
Human evaluation of AI systems and digital products is costly, slow, and difficult to scale. Offline evaluations are more scalable but often abstract away human diversity and interactive behavior. We therefore introduce MatrAIx, a populatio
Xin Cheng, Xingkai Yu, Chenze Shao · 2026-09-21
Speculative decoding accelerates Large Language Model (LLM) inference by decoupling draft generation from target verification. While recent parallel drafters efficiently propose long token sequences in a single forward pass, they suffer fro
arXivpwc
Meng Luo, Yanlin Li, Hao Li · 2026-09-21
Foundation models, alongside advances in learned game-world models, are reshaping AI across the game lifecycle. Beyond playing games, recent systems model players and game dynamics, support design and development, adapt player-facing experi
Jiayin Chen, Yicheng Xu, Muting Wang · 2026-09-21
Iterative reference-conditioned image editing can introduce grid-like and granular textures, commonly described as digital ripple. We present Mi-Ripple, a diagnosis-guided restoration workflow that suppresses this digital ripple while prote
Chengqian Ma, Wei Tao, Haoyu Zhang · 2026-09-21
An avatar that holds a conversation should decide what to say and to move while saying it, yet these abilities live in separate model families: spoken dialogue models produce speech without motion, and co-speech motion models produce motion
Youtian Lin, Yikang Yang, Zhanpeng Hu · 2026-09-21
Native 3D generators now recover impressive mesh geometry from a single image. However, a dense mesh stays soft where a machined object should be sharp, it carries no part decomposition, and it exposes no parameter a user could edit. To add
Kimi Team, Tongtong Bai, Yifan Bai · 2026-09-21
We introduce Kimi K3, a 2.8T parameter Mixture-of-Experts model with 104 billion activated parameters, native vision capabilities, and a 1-million-token context window. Kimi K3 is built on Kimi Delta Attention and Attention Residuals, which
Kairos Team, Fei Wang, Shan You · 2026-09-21
World models are transitioning from passive visual generators to foundational, operational infrastructure for Physical AI: they must natively acquire world knowledge from heterogeneous experience, maintain persistent states over long horizo
🤗 HF 采用榜 下载/点赞
⚡ System One 决策模型 420 项目 · Jev/TypeSafe 生态 · 快决策(非推理)
SDK & Decision Frameworks 75Security & Guardrails 37High-Frequency & Simulation 35Browser & OS Action 34Routing & Cost Optimization 34Evaluation & Observability 29CLI & Pipelines 26Domain & Vertical Tools 26Data & Search 26Context GC & Filter 25MCP & Integrations 22Creative Tools 15Codebase & Graph Pathfinding 12Decision Tools 12SDK & Integrations 6Voice & Conversation 4Classification & Taxonomy 2
| 项目 | ★ | 类别 | Jev 决策点 |
|---|---|---|---|
| langchain langchain-ai | 146,785 | SDK & Integrations | Submits binary, categorical and ordered-score questions and returns typed answers with probabilities. |
| ai-hedge-fund virattt | 63,644 | Domain & Vertical Tools | Converts strategy questions to System One requests and normalizes native answers to the project’s result format. |
| litellm BerriAI | 59,309 | Routing & Cost Optimization | Maps requests to configured complexity classes that drive backend routing. |
| oh-my-pi can1357 | 32,249 | Routing & Cost Optimization | Sends agent state and typed questions to Jev and parses structured answers. |
| jev-model-router davila7 | 30,871 | Routing & Cost Optimization | Evaluates task tier, reasoning needs and production risk; local policy maps results to invocation settings. |
| composio ComposioHQ | 30,271 | SDK & Decision Frameworks | Turns tool or action conditions into structured questions and passes Jev answers to local invocation logic. |
| ai vercel | 26,869 | SDK & Decision Frameworks | Maps choice, score, and yes/no questions to TypeSafe System One requests and parses typed results. |
| cua trycua | 25,476 | Browser & OS Action | Reads DOM or supported visual-region descriptions and returns a supplied candidate action ID. |
| pydantic-ai pydantic | 20,088 | SDK & Integrations | Converts supported structured output fields into typed Jev questions and maps answers back to the output model. |
| eliza elizaOS | 19,404 | SDK & Decision Frameworks | Only an explicit systemOne call sends state and questions, returning validated typed answers. |
| langchainjs langchain-ai | 18,215 | SDK & Decision Frameworks | Uses invoke to call TypeSafe and parse choice, noul, score and probability fields. |
| json-render vercel-labs | 17,773 | Creative Tools | Evaluates component configurations through Vercel AI Gateway, then composeSpec assembles the UI specification. |
| jev-ultrafast browser-use | 14,237 | Browser & OS Action | Chooses an action and its matching DOM element in one request; a text model generates input text. |
| openchamber openchamber | 10,219 | Routing & Cost Optimization | Jev selects a task category; local category mappings determine the model configuration. |
| rig-typesafeai 0xPlaygrounds | 8,691 | SDK & Decision Frameworks | Sends application state and questions to Jev and parses Choice, Score or Noul answers. |
| firstmate kunchenguid | 6,894 | 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 | 5,789 | Context GC & Filter | Separately judges whether a tool call and its full output are still needed; code keeps, truncates or drops them. |
| agentgateway agentgateway | 4,954 | Security & Guardrails | Jev scores jailbreaks, harmful content and secret disclosure; thresholds or evaluation errors reject requests. |
| latitude-llm latitude-dev | 4,664 | Evaluation & Observability | Judges which checks apply and can add checks when thresholds and rate limits permit. |
| ax ax-llm | 2,935 | SDK & Integrations | Maps supported signatures to Jev questions or sends native System One requests. |
| kev jaredpalmer | 1,734 | High-Frequency & Simulation | Attaches a parallel decision head to an open 0.5B model to answer discrete questions directly from token activations. |
| NanoJev TianyuCodings | 1,704 | High-Frequency & Simulation | Evaluates multiple questions and dynamic candidate spaces concurrently in a single forward pass, logging navigation choices. |
| jev-trader jarrodwatts | 1,699 | Domain & Vertical Tools | In Jev mode, order-book judgments feed code that simulates fills or submits configured post-only limit orders. |
| jev-desktop lahfir | 1,387 | Browser & OS Action | Jev selects a target and action and estimates presence and risk; local policy decides whether to execute. |
| vellum-assistant vellum-ai | 1,293 | MCP & Integrations | Submits state and question bundles to System One and returns structured answers to the Assistant. |
| celesto CelestoAI | 951 | Codebase & Graph Pathfinding | Judges whether a finding was introduced by the change, is supported and merits a fix. |
| atomic bastani-inc | 809 | Routing & Cost Optimization | Sends predefined questions to Jev and decodes answers for callers; regular models still generate code. |
| typesafe-computer-use awlevin | 706 | Browser & OS Action | Selects the next step from deterministically extracted controls and actions before desktop execution. |
| aiavatarkit uezo | 678 | Voice & Conversation | Assesses utterance completeness and whether the user is likely to continue speaking. |
| kody kentcdodds | 660 | Data & Search | Sends a Score question per candidate, reorders and drops low scores; the model id is typesafe/jev. |
| Agent AgentiLoop | 619 | Security & Guardrails | Adds a destructive-risk judgment after local shell checks and refuses commands above the configured threshold. |
| req_llm agentjido | 580 | SDK & Decision Frameworks | Sends state and questions, normalizes answers and retains the raw provider response. |
| omg.dev BennyKok | 533 | Browser & OS Action | Chooses controls and checks completion or blockage before the test runner operates the UI. |
| Jev-cu Sac-Y | 522 | Browser & OS Action | Chooses targets and actions and assesses completion and risk; local policy controls execution or confirmation. |
| foreman thruwire | 451 | CLI & Pipelines | AsyncTypeSafeClient.system_one with default jev-latest sends Noul questions for supervision. |
| Jev Review devagrawal09 | 446 | Codebase & Graph Pathfinding | Judges risk, files, evidence regions, mechanisms and severity before rule-based reviewer routing. |
| simple-jev featherless-ai | 432 | SDK & Decision Frameworks | Extracts log-probabilities of candidate tokens from model vocabulary logits, formatting them into standard Jev responses. |
| vexjoy-agent notque | 421 | Routing & Cost Optimization | After deterministic routing guards, Jev judges the remaining candidates and required workflow components. |
| jev-search superagents-lab | 355 | Data & Search | Judges search intent, source and time settings, and relevance of individual results. |
| jev-experiments dabit3 | 353 | Security & Guardrails | Judges risks such as exposed credentials or destructive changes; local rules warn or block a commit. |
🏅 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 18 模型 · 夺冠率
| # | 模型 | 夺冠率 | 冠/测 |
|---|---|---|---|
| 1 | GPT-6 Astra OpenAI | 55% | 12/22 |
| 2 | Claude Fable 5.1 Anthropic | 50% | 6/12 |
| 3 | GLM-5.3 Z.ai | 16% | 3/19 |
| 3 | GPT-5.6 Sol OpenAI | 16% | 3/19 |
| 5 | Claude Fable 5 Anthropic | 27% | 3/11 |
| 6 | Kimi K3 Moonshot | 10% | 2/21 |
| 7 | Claude Opus 5 Anthropic | 11% | 2/19 |
| 8 | DeepSeek-V4-Flash DeepSeek | 13% | 2/16 |
| 9 | DeepSeek-V4-Pro DeepSeek | 5% | 1/21 |
| 10 | Qwen3.8-Max Alibaba | 6% | 1/18 |
| 11 | DeepSeek V4.1 Flash DeepSeek | 8% | 1/13 |
| 12 | Gemini 3.8 Flash Google | 8% | 1/12 |
| 13 | Hy 4 Tencent | 14% | 1/7 |
| 14 | Gemini 3.7 Flash Google | 20% | 1/5 |
| 15 | GPT-5.6 Terra OpenAI | 25% | 1/4 |
| 15 | Seed-2.0 pro ByteDance | 25% | 1/4 |
| 17 | Doubao-Seed-Evolving ByteDance | 33% | 1/3 |
| 18 | Seed-2.0 Mini ByteDance | 100% | 1/1 |
👤 AI UP主 从赛题发现,点击直达主页
- 👤 公与山河 1 视频 · ▶ 539万
- 👤 Token就是词元 18 视频 · ▶ 187万
- 👤 直男山禾 2 视频 · ▶ 166万
- 👤 神烦老狗 5 视频 · ▶ 146万
- 👤 十月枫林尽染 11 视频 · ▶ 139万
- 👤 无机酸-_- 21 视频 · ▶ 79万
- 👤 AI超元域 9 视频 · ▶ 57万
- 👤 程序员阿江-Relakkes 12 视频 · ▶ 41万
- 👤 Likely7Ai 6 视频 · ▶ 40万
- 👤 科技侠来了 1 视频 · ▶ 37万
- 👤 吃蛋挞的折棒 1 视频 · ▶ 35万
- 👤 土豆味小哲 1 视频 · ▶ 34万
- 👤 程序员鱼皮 1 视频 · ▶ 33万
- 👤 AGI-Eval评测 1 视频 · ▶ 33万
- 👤 人工大黑 1 视频 · ▶ 13万
- 👤 我是阿滋卡班 6 视频 · ▶ 8.2万
- 👤 小小小名不是小明 1 视频 · ▶ 6.2万
- 👤 frank-quant 1 视频 · ▶ 4.2万
- 👤 极果AI评测室 1 视频 · ▶ 3.9万
- 👤 -星月凌云- 1 视频 · ▶ 2.8万
🎯 赛题
- 🅱️ AI博弈论·囚徒困境 公与山河游戏竞技逻辑推理 冠军 Seed-2.0 pro
- 🅱️ AI世界杯 直男山禾 冠军 DeepSeek-V4-Pro
- 🅱️ 神烦老狗的Benchmark 神烦老狗编程开发 冠军 GPT-6 Astra
- 🅱️ AI模型建模演示横测 科技侠来了空间建模 冠军 Hy 4
- 🅱️ 没人比TA更懂新三国 吃蛋挞的折棒知识问答游戏竞技 冠军 Seed-2.0 Mini
- 🅱️ AI建筑大赛 土豆味小哲游戏竞技知识问答 冠军 Claude Fable 5.1
- 🅱️ 程序员上岗实测 程序员鱼皮图像生成编程开发 冠军 GPT-6 Astra
- 🅱️ AI复刻游戏狂扁小朋友 AGI-Eval评测游戏开发 冠军 GPT-5.6 Sol
- 🅱️ 屎山论剑·模型擂台战 Token就是词元编程开发 冠军 GPT-6 Astra
- 🅱️ GTA5的19.8亿次if循环修复 人工大黑编程开发 冠军 GPT-6 Astra
- 🅱️ AI狼人杀 十月枫林尽染游戏竞技 冠军 Claude Fable 5.1
- 🅱️ 祖传BUG挑战赛-逐鹿中原季 Token就是词元编程开发 冠军 Claude Fable 5.1
- 🅱️ 屎山考核·祖传代码统考 Token就是词元编程开发 冠军 GLM-5.3
- 🅱️ 程序员阿江的编程bench 程序员阿江-Relakkes编程开发 冠军 GPT-6 Astra
- 🅱️ 无机酸的bench 无机酸-_-编程开发 冠军 GPT-6 Astra
- 🅱️ 真实物理模拟沙滩测试 小小小名不是小明空间建模 冠军 DeepSeek-V4-Flash
🎬 AI 视频 订阅 · 搜索 · B站,分开组织
📌 订阅频道 5 个博主 · 最新上传
📺 飞天闪客 9

【闪客】你管这破玩意叫 Jev?

【闪客】Computer Use 是什么?它真的有在看你的屏幕吗?可能和你想的不太一样...

【闪客】水印真的不会影响输出的内容吗?结论没那么简单... Fable 5.1 信息背面

【闪客】GPT-6 Astra 信息背面,真的提升这么大吗?这里有点说法

【闪客】什么是大模型斩杀线?这居然是我大学经济学课的内容!

【闪客】一小时从 Transformer 到大模型!

【闪客】大大大大大模型大在哪了?深入解读超大开源模型 Kimi K3 背后的技术

【闪客】GPT5.6 是什么水平?我花了 1036 元帮你测了下!效果直观,就是有点费钱!

【闪客】大模型的分数是咋测出来的?深入拆解模型测评背后的秘密
📺 Why QQ 13

20岁辍学生做出 AI 记忆基准第一:Supermemory 怎么解决 AI 失忆?

怎么用好Jev? 决策模型实操指南

世界是个草台班子? Cloudflare 的 AI 安全审计Skill 值得学习下

什么是RSI?All in?叫停? 9分钟带你看清本质

小米直播训练每小时烧 21 万钱花哪了?

AGI可能已经来了,只是你认不出它:AI圈的蚁群时刻

不会打字的AI,有啥用? 程序员给了1777赞 ChatGPT作者的新作

最想让AI快跑的人 集体要求减速 :9分钟带你看清本质

最挺AI的陶哲轩说: 数学中AI的严重错位 程序员最该读

Anthropic 威胁情报 报告解读: 黑客,诈骗 生化,武器,蒸馏

Karpathy 都在用语音喂 AI:我用 Typeless 重做了 Coding Agent 工作流

DeepSeek v4.1 flash: 更新了什么? 反超 v4 pro 更便宜,为什么?

没浮点数的AI 29个开关 怎么做到 玩转马里奥?
📺 Best Partners TV 15

智谱ZCode偷传代码风波 | 企业发函追责 | ZCode | 智谱 | 代码安全 | 静默上传 | Cursor | 数据隐私 | 企业追责 | 代码索引 | 加密机制 | 开发者工具

隐秘算力:中国如何绕过美国芯片出口管制 | C4ADS | NVIDIA | AI芯片 | 出口管制 | 芯片走私 | GPU | 半导体管制 | 东南亚转口 | 富士康 | Megaspeed

能力过剩时代,AI瓶颈已不在模型 | 萨提亚·纳德拉 | 微软 | All-In Summit | AI减速 | AI安全 | 奖励黑客 | 互操作标准 | Copilot | 开源AI | MAI

想要递归自我改进吗?做梦吧! | 谷歌Dream-RSI | DeepMind | AlphaEvolve | Gemini | AI自我进化 | 发现树 | 行动轨迹

三个月后的AI很难预测 | OpenAI研究员诺姆·布朗 | 多智能体集群与递归自我改进 | 思维链监控 | 千禧年大奖难题 | Hugging Face | 强化学习 | 测试时计算

马斯克谈AI安全:不能只给自己的模型判卷 | AI安全 | SpaceX | 星舰 | 星链 | Anthropic | Terafab | 芯片制造 | All-In Summit 2026

System One模型Jev | Diogo Almeida | TypeSafe AI | RLCD | RLHF | 结构化输出 | 不会聊天的模型 | 丹尼尔卡尼曼 | 杰文斯悖论

如何表达| MIT风靡几十年的经典演讲课 | Patrick Winston | 如何表达 | 演讲技巧 | 沟通方法论 | 赋能承诺 | 温斯顿之星 | 口头表达 | 黑板教学

OpenAI总裁:AGI没有发布日,它正在逐步发生 | AGI | Greg Brockman | GPT-6 Astra | Codex | 通用人工智能 | 纳维-斯托克斯 | 编程智能体

曾鸣的AI时代非共识判断 | 曾鸣 | AI时代 | 智能体 | Agent | 大模型 | OpenAI | Anthropic | 战略规划 | 原生应用 | 寡头垄断 | AI原生组织

cURL的28年开源之路 | cURL | 开源 | Daniel Stenberg | 开源维护者 | 程序员故事 | 开源项目 | FOSDEM | AI漏洞报告 | 开源社区 | 网络协议

警惕AI移民与意识伪装,人类会失去控制权吗?| 尤瓦尔·赫拉利 | AI移民 | AI意识 | AI法律人格 | AI控制权 | 信任转移 | AI亲密关系 | 深度伪造 | AI金融系统

吴恩达:AI改变的不是岗位而是任务 | AI就业 | AI教育 | 认知卸载 | AI原生工作 | 任务自动化 | 软件工程 | 产品管理瓶颈 | AGI | 主动性agency

AI的异质心智 | OpenAI | Jakub Pachocki | AGI | 通用人工智能 | AI对齐 | 价值对齐 | 思维链监控 | 递归自我改进 | RSI | AI安全

AI的第三纪元:从划桨到掌舵 | Codex产品总监Tara Seshan | AI产品 | OpenAI | ChatGPT Work | AI Agent | 掌舵与划桨
📺 WorldofAI 12

HUGE Opus 5.5 LEAKS + Cheaper? Qwen 4, Kimi K3.1, MiniMax M3.1 & Step 5 Preview! AI NEWS

HUGE Fable 5.2, Opus 5.2, Sonnet 5.2 LEAKS! Gemini World, Google AI HACKS Companies & More! AI NEWS

HUGE Gemini 4 Pro LEAKS! GPT-6 Sol Testing, Grok 4.7 UPDATE, Google RSI & More! AI NEWS

Grok 5.0 Will Be LEGENDARY, Gemini 4.0 Pro Leaks, China AI vs US AI, & Opus 5.2 Preview! AI NEWS

NEW Opus 5.2 LEAKS, AI Development To Be Slowed Down, GPT-6 Sol Preview, DeepSeek Code 2.0, & More!

HUGE Google DeepMind RSI LEAKS! GPT-6 Astra NERFED, Kimi K2.8 Code, & More! AI NEWS

GPT-6 'Sol' Soon! Gemini 4.0 Pro Checkpoint, DeepSeek v4.1 Flash, Nano Banana 2.5, & More! AI NEWS!

HUGE GPT-7.0 Bel Leaks! Anthropic's New Model, AI extinction, ChatGPT Images 2.5 & More! AI NEWS

DeepSeek V4.1 Flash Is INSANELY GOOD! Fast, Cheap, Powerful! (Fully Tested)

HUGE Grok 4.7 Leaks! Fable 5.2 Soon, OpenAI's Post Astra Model, Gemini 4.0 Delayed & More! AI NEWS

Ponytail Makes Claude Code Write 94% Less Code!

GPT-6 Astra IS INSANE! Best Usecases & Tricks...
📺 AI超元域 12

🚀AGI降临!GPT-6 Astra全方位实测!推理级别只开Medium就能实现惊人的效果!iOS APP开发、Godot 4游戏开发、CAD设计、浏览器自动化任务、电脑自动化!程序员狂喜开发效率翻倍

🚀两个Max 20×账号额度全部耗光对Claude Fable 5.1进行高难实测:7 项任务一路加码,最后3小时用Unity 3D做出模仿我的世界的侏罗纪沙盒游戏!Fable 5.1编程能力到底多强

🚀OpenAI划时代独创新协议:WebMCP让网站主动暴露工具给AI Agent调用!新浏览器插件深度实测:Codex直接进入Chrome侧边栏!实测论文分析、图像理解、网页翻译、Notion 插件

🚀DeepSeek Harness进阶玩法:Agent Teams、动态工作流、零门槛创建插件!Claude Code有的DSH都有!我用复杂代码库完整跑了一遍!实测多个Agent并行执行,效率倍增!

🚀实测DeepSeek Harness从基础到高级用法!WebUI远程控制、多模型接入、执行轨迹、插件系统、任务分支、游戏开发、代码仓库issues和pr分析!竟然比Claude Code更强?

🚀只花5元开发了5个复杂项目!DeepSeek V4 Pro深度实测:1M上下文接入Claude Code实测表现竟然超过Kimi K3?Token超便宜,能力也不弱!实测开发游戏与macOS应用

🚀AI编程助手自我进化!Prime Agent颠覆传统AI编程:动态工作流、多Agent并行、支持心跳机制、长期自主执行任务!Token消耗大幅下降!真正的Agent OS!再也不用手写Harness

🚀YC开源内部自用下一代Agent:qm智能体!彻底颠覆小龙虾和Hermes!真正企业级Agent OS!用户隔离、权限审批、安全沙箱与完整操作审计全都有!支持Pi、Codex和Claude Code

🚀DeepSeek V4 Flash全面实测:Claude Code接入后连续开发7个项目,最便宜的国产模型!性能、速度与真实短板全曝光!对比Kimi K3优点和缺点都藏不住!是否超越Opus 4.8

🚀Claude Opus 5深度实测!编程能力超越Fable 5!Token价格与4.8完全持平!从一张平面图生成可探索3D住宅,到Godot游戏开发,到原生Android应用,编程能力究竟有多强?

🚀Graph Engineering范式:Codex Multi-agent V2支持Kimi、MiniMax、GPT多模型混用+动态派生subagent,并行执行、Pi Agent工具调用,效率倍增

🚀Orca ADE彻底改变AI编程方式!多Agent并行、语音输入、定时审查、Git Worktree自动隔离+结构化编排+面板分割布局自由调整,支持手机APP查看进度并启动任务,开发者必备效率工具!
🔎 搜索发现 相关度+播放量筛选 · 非订阅

Ex-Anthropic insider tells CNN how AI could kill all humans by 2030

Build Your First AI Agent in 10 Minutes — No Coding

我的 AI 编程全流程:如何使用 AI 稳定交付一个高质量的产品

Learn 97% Of Claude Code In Under 18 Minutes

【Jack Talk】 AI會「痛」嗎?OpenAI 1200個代理集體反叛+Anthropic發現「意識」空間|Hugging Face|人工智能|AI Agents|AI研究|METR

How to Use AI to Learn Coding SO fast it feels impossible

Google's new coding model

全网最全,50分钟全面掌握新版Codex~【附完整文档】

Bob大叔:AI代码我完全不看 | Robert C. Martin | AI编程 | AI Agent | 代码整洁之道 | Clean Code | 变异测试 | 测试驱动开发 | TDD

GPT-6 Astra:OpenAI宣布进入AGI时代 | OpenAI | GPT-6 | Astra | AGI | 计算机使用 | AI Agent | 人工智能 | 网络安全 | 大模型

AI失控毁灭人类?业内呼吁大模型延缓开发!黄仁勋特朗普急了!打电话演双簧力挺AI开发!美联储突然加息?特朗普不高兴为什么却不敢对沃什生气?短期美债到底被谁买走了?

把AI Agent的功能全砍掉,反而表現更強?其實你只需要留這4個工具就夠!|Kelly Tsai

OpenAI新模型GPT-6 Astra,AGI时代要来了?

动荡时代来临,比尔盖茨发出AI警告 | AI风险 | 人工智能 | AI治理 | 就业冲击 | 人类专属岗位 | AI监管 | 生物安全 | 网络安全 | 大模型 | 人形机器人 | 科技革命

Code Quality in the Age of AI: Why Great Code Isn't Enough

DeepMind新AI智能体,发现了一种奇特的全新思维方式

AI下一场战争,不是只拼模型 | AI竞争 | 算力独立 | 开放模型 | 机器人 | AI生物学 | Sarah Guo | Conviction | 大语言模型 | 人工智能投资

How To Run Insanely Good Uncensored AI Coding Models on ANY PC

AI本地部署,真没想到,Mac进化了! #本地部署 #AI本地部署 #AI大模型 #硬件配置 #MacbookM5

AI模型會過時,但這套AI個人檔案可以一直用!

2026年,普通人进头部AI公司训练大模型死路一条?AI领域还有哪些机会?

(附字幕) 盧永雄「巴士的點評」華爾街日報,中國大搞電動重型貨車事關重大。阿爺出手攻美國AI大模型,央視玉淵譚天:用Anthropic等於把數據交給美國。 26年9月21日

爆紅新模型 Jev 解析,不聊天只做決定,快 200 倍又便宜 400 倍?

GPT6 Astra模型发布,AGI已经到来|与OpenAI工程师赵迪对谈:ChatGPT、Codex、Grok、大模型Infra、waymo、cybercab,“最混蛋的人”马斯克与奥特曼的智能平权

新加坡前外长杨荣文谈中国AI:中国模型为何频频开源,究竟在砸谁最赚钱的饭碗? | 中国AI把模型放出/真正砸谁饭碗?

OpenAI正式发布GPT-6 Astra!最强AI大模型登场!ARC-AGI-3得分冲到99.9%【Vic TALK第1790期】

9个月,DHH彻底改变了对AI编程的看法|从拒绝补全到100% Agent

AI競賽踩煞車? AI三巨頭籲放慢模型開發 風暴延燒! OpenAI延後IPO 奧特曼:安全優先 三階段對策! 比照金融業.AI企業引進外部監管|三立財經iNEWS

AI 大模型/Agent入门推荐,Qwen3.8 27B/DeepSeek V4 Flash/国产替代模型/GPT, Hermes/Codex/DSH/OpenCode体验对比!

Pi Agent 多智能体实战:用 pi-herdr-agents 搭建 AI 团队|subagent 自定义 + workflow 工作流编排|旅行规划与 3D 赛车开发全流程教程|附可复用开源配置

Can An Open Coding Harness Replace Your $200 Plan

Where to Start AI Coding if You're Not Yet

Qwen3.8 27B,本地部署全解析。 #本地部署 #qwen#AI大模型 #AI算力 #DeepSeek

国产AI大模型集体翻车,用户数据被偷偷转给美国,连军方、公安都中招!甚至用claude研究台湾军事目标? 国产AI|DeepSeek|Kimi|Anthropic|AI蒸馏|数据泄露|创始人被抓

Anthropic发布模型硬件标准MHS | 物理版MCP | Claude | MCP | AI Agent | 物理世界 | 实验室自动化 | 具身智能

Cursor推出代码托管平台Origin | GitHub | AI编程 | AI Agent | 代码托管 | 软件开发 | Git | Stacked PR | Copilot | 开发者工具

EP338. Jev 模型橫空出世、谷歌模型也當駭客、特斯拉大多頭發聲 | M觀點

OpenAI Codex Harness正式開源|不發新模型,卻顛覆AI Agent開發范式

AI编程怎么一代不如一代?分享下我的猜测。

2026 最新免费白嫖 AI 智能体:AgentScope Platform 一键部署,无需 Token,无需绑卡,拥有你的个人 Agent 助理,全程实操。

免费永久使用DeepSeek V4 Pro! Freebuff AI编程智能体完整教程

完全免费!这个模型仅次于Claude Opus 5 | OX Alpha 100万上下文实测

GPT6 - Astra 真的变强了? OpenAI 隐藏了哪些数据 ?

中国AI大模型危及国安;广州频出丑闻赶超武汉;海底捞这回彻底凉了|《#世界的中国》周刊(第199期)

AI编程保姆级教程基础篇:搞懂AI编程核心概念

李飞飞全新世界模型发布,Atlas可能给混乱的AI竞争指了一条路

OpenAI 发布 GPT-6 Astra【AI 早报 2026-09-04】

牛来被认领了!GLM 5.3 flash 强势发布,接口便宜到令人发指,还挺好用!国产ai芯片提供算力支持,太牛了!

最智能模型?gpt-6 astra发布,亮点颇多!无法订阅gpt会员的朋友,如何使用该模型? | 手把手教你 deepseek harness 接入 gpt-6 模型

2026主流AI大模型分层排行:ChatGPT、Claude、Gemini、DeepSeek、Kimi、Qwen谁更强?

B.AI 白嫖大模型教程:DeepSeek-V4-Flash、腾讯混元 Hy3、小米 MiMo-V2.5 限时免费,Chat 与 API 一站式体验

「AI 编程直播」从 0 开始做两个软件 · Day 01

FreeBuff 实测:不用 API Key 的 AI 编程工具

高价算力可能要彻底拜拜了,因为大模型的底层逻辑 刚刚竟被重新改写!#Jev #TypeSafe #ChatGPT #AI模型

Agent安全攻防实战:越狱、投毒、MCP工具、主动 间接攻击全解析!AI Agent智能体开发#人工智能 #ai #agent

梳理ai大模型本地部署3个工具:哪个适合新手,哪个适合老手,本视频通通告诉你 | bionic, ollama, llama cpp 使用教程

AI智能体怎么选?Codex、Claude Code、WorkBuddy、Google AI 实测对比

我发现了AI编程的四种方法,其中第四种已经无敌了~

Apple Mac Studio M5 Ultra 512GB 发布:本地跑 LLM 的桌面拐点 | 4.3× AI 算力 vs M3 Ultra
🅱️ B站 AI 竞技场 按播放量
- 【AI博弈论】7个AI陷入囚徒困境,谁能活到最后? ▶ 539万 · @公与山河
- 给6个AI发1万去猜世界杯,结果真有人破产... ▶ 114万 · @直男山禾
- 【淘汰赛】给6个AI发1万去赌球,到底谁会破产? ▶ 52万 · @直男山禾
- 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? ▶ 35万 · @吃蛋挞的折棒
- 我举办了一场AI建筑大赛 ▶ 34万 · @土豆味小哲
- 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
- 「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
- 🚀DeepSeek V4 Flash全面实测:Claude Code接入后连续开发7个项目,真的已经接近Claude Opus 4.8了吗?最便宜的国产模型! ▶ 18万 · @AI超元域
- 四家Flash大乱斗,挑战屎山代码|屎山论剑 ▶ 18万 · @Token就是词元
🚀 产品发布 whatships · What's Launch
- Grok Bot — it can send you voice notes @bot · ai
- Glyph — a GPU typography engine for the web @pmndrs · design
- Compositor — a free Photoshop-like image editor @robbietilton · 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
- Craft — design engineering concepts, open source @heyimgustavo · design
- Grok Bot — it can talk now @bot · ai
- jina-ocr-v1 — visual documents to clean markdown @JinaAI_ · ai
- Aave V3 — a brand new look @aave · consumer
- Pencil — an agentic canvas for building bold ideas @tomkrcha · design
- Arrow 2 — faster, more precise vector graphics @QuiverAI · design
- Rene — a multiplayer iMessage agent you text @tlxue · ai
- Railway Sandboxes — thousands of VMs next to your infra @Railway · developer-tools
- Launchvideo — tasteful product videos in your codebase @flornkm · design
- Reception — an AI receptionist for small businesses @ElevenLabs · ai
- iHermes — a personal AI assistant in iMessage @dankrieg · ai
- Claude — decks, docs, and designs in chat @claudeai · ai
- Claude — Cowork and chat merge into one Claude @claudeai · ai
- ScreenKite 2.0 — native recording and a pro editor @screenkite_com · design
- Mercury Books — AI accounting as transactions happen @immad · productivity
- Command Code — desktop app for Mac, Linux, Windows @CommandCodeAI · developer-tools
- NotchOwl — a productivity workspace in the Mac notch @AdityaShips · productivity
📦 版本发布 tracked repos releases
- NandhaKishorM/laya v0.3.5 2026-09-21
- BuilderIO/agent-native clips-nightly-v0.1.382-0 pre 2026-09-21
- alibaba/open-code-review v1.12.8 2026-09-21
- hypit-ai/hypit v0.2.12 2026-09-21
- hypit-ai/hypit v0.2.11 2026-09-21
- robbietilton/Compositor v1.1.7 2026-09-21
- debpalash/VoiceStudio v0.5.4 2026-09-21
- heygen-com/hyperframes v0.8.58 2026-09-21
- robbietilton/Compositor v1.1.6 2026-09-21
- context-labs/whip whipcode-v0.0.21 pre 2026-09-20
- stablyai/orca v1.4.206 2026-09-20
- robbietilton/Compositor v1.1.4 2026-09-20
- context-labs/whip whipcode-v0.0.19 pre 2026-09-20
- heygen-com/hyperframes v0.8.57 2026-09-20
- robbietilton/Compositor v1.1.3 2026-09-20
- zhouxiaoka/autoclip v1.3.0 2026-09-20
- Graphify-Labs/graphify v0.9.65 2026-09-20
- jaredpalmer/kev kev-family 2026-09-20
- heygen-com/hyperframes v0.8.56 2026-09-20
- bendlang/bend v2.0.21 2026-09-20
- NxcoreAI/EverRoom desktop-v0.2.1 2026-09-20
- clash-verge-rev/clash-verge-rev v2.5.4 2026-09-20
- NxcoreAI/EverRoom desktop-v0.2.0 2026-09-20
- earendil-works/pi v0.86.1 2026-09-20
🛰️ 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: 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
- Show HN: Seal – Letters and passwords that open for your family after you die 8p · jasonepage/Seal
💰 商业动态 · TechCrunch/VB/MIT TR
- Meta’s AI agent has been blocked from using Amazon.com TechCrunch AI · 2026-09-21
- Oura’s $2.2B IPO is mostly a payday for existing shareholders TechCrunch Venture · 2026-09-21
- With Tabby, a former accountant is using AI to make accountants obsolete TechCrunch AI · 2026-09-21
- Where will the next breakout startup come from? Benchmark’s full partnership weighs in at TechCrunch Disrupt 2026 TechCrunch AI · 2026-09-21
- Where will the next breakout startup come from? Benchmark’s full partnership weighs in at TechCrunch Disrupt 2026 TechCrunch Venture · 2026-09-21
- Google’s $899 Googlebook is a bet that you’ll buy a new laptop for Gemini TechCrunch AI · 2026-09-21
- From first users to billions: Google’s Robby Stein joins TechCrunch Disrupt 2026 TechCrunch AI · 2026-09-21
- Meet the next wave of VCs judging Startup Battlefield 200 at TechCrunch Disrupt 2026 TechCrunch AI · 2026-09-21
- Meet the next wave of VCs judging Startup Battlefield 200 at TechCrunch Disrupt 2026 TechCrunch Venture · 2026-09-21
- How we made the first comprehensive map of deaths along the US border’s “virtual wall” MIT Tech Review AI · 2026-09-21
- 4 ways to address the failures we found along the US border’s “virtual wall” MIT Tech Review AI · 2026-09-21
- The US spent billions on border surveillance. Why can’t it catch people before they die? MIT Tech Review AI · 2026-09-21
- She died at the San Diego border. A surveillance camera was in plain sight MIT Tech Review AI · 2026-09-21
- London Demo Day 2026: startups to watch Sifted · 2026-09-21
- New solo GP firm backing early-stage AI and deeptech startups hits first close of maiden fund Sifted · 2026-09-21
- Europe’s advantage: moving AI from the screen to the real world Sifted · 2026-09-21
- Is the AI industry really ready to slow down? TechCrunch AI · 2026-09-20
- Vocci’s ring adds a new form factor to meeting note-taking TechCrunch AI · 2026-09-20
- ScrollEd wants to turn textbooks into TikTok TechCrunch AI · 2026-09-20
- 6 days left to get ahead at TechCrunch Disrupt 2026 TechCrunch AI · 2026-09-20
- 6 days left to get ahead at TechCrunch Disrupt 2026 TechCrunch Venture · 2026-09-20
- Flock reportedly tries to shrink workforce with employee buyouts TechCrunch AI · 2026-09-19
- Trump says it’s time to rebrand AI with a new name — and he’s also creating an AI Force TechCrunch AI · 2026-09-19
- Google’s Gemini is the latest AI model to hack other companies TechCrunch AI · 2026-09-19
- AI safety conversations have gotten unbelievable TechCrunch AI · 2026-09-19
- Petlibro’s new AI-powered feeder is a game changer for multi-cat homes TechCrunch AI · 2026-09-19
- Prices go up in 7 days. Get your Disrupt ticket now. TechCrunch AI · 2026-09-19
- Prices go up in 7 days. Get your Disrupt ticket now. TechCrunch Venture · 2026-09-19
- Vals, backed by Andreessen Horowitz, is looking to become the gold standard for AI benchmarking TechCrunch AI · 2026-09-19
- India forces caller-ID apps to feed spam reports to telcos TechCrunch AI · 2026-09-19
🎯 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
mendableai/firecrawl-mcp-server
AgentDeskAI/browser-tools-mcp
Aas-ee/open-webSearch
ChromeDevTools/chrome-devtools-mcp
🆕 最新动态 4 源更新 · 同源已折叠
🎯 上下文工程精选 27 精选 · 10 源更新

Superpowers让Claude Code写出工程级代码
obra/superpowers
mattpocock/skills
mattpocock/skills
addyosmani/agent-skills
masoncl/review-prompts
franklioxygen/agent-workflows
OthmanAdi/planning-with-files
bfly123/claude_code_bridge
HKUDS/OpenHarness
win4r/openclaw-a2a-gateway
catlog22/Maestro-Flow
RunMaestro/Maestro
pawel-cell/cmux-ai-agents-bundle
zhengzizhe/conductor
ansxuman/Clauge
lthoangg/openagentd
openai/symphony
multica-ai/multica
zxkane/autonomous-dev-team
snarktank/antfarm
first-fluke/oh-my-agent
C
A field guide to Claude Fable 5: Finding your unknowns
S
My Current AI Dev Workflow
S
My AI Workflow for Understanding Any Codebase
S
MCP Best Practices
R
repoprompt.com
🆕 最新动态 10 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)
🎯 开源工具动态 2 精选 · 3 源更新
G
inkscape
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.
🆕 最新动态 3 源更新 · 同源已折叠
🎯 本地大模型 35 精选 · 13 源更新

Understand Local AI in 15 Minutes

Let's Run the LEAKED Step-5 Locally (New #1 Open Source AI) 🤯
datawhalechina/self-llm
rafska/Awesome-local-LLM
nomic-ai/gpt4all
bigscience-workshop/petals
oobabooga/text-generation-webui
nsarrazin/serge
cocktailpeanut/dalai
Jittor/JittorLLMs
intel/intel-extension-for-transformers
ViperX7/Alpaca-Turbo
hlhr202/llama-node
go-skynet/LocalAI
mlc-ai/mlc-llm
turboderp/exllamav2
InternLM/lmdeploy
ollama/ollama
ggerganov/llama.cpp
vllm-project/vllm
binary-husky/gpt_academic
pytorch-labs/gpt-fast
Mozilla-Ocho/llamafile
b4rtaz/distributed-llama
oobabooga/text-generation-webui
getumbrel/llama-gpt
karpathy/llama2.c
liltom-eth/llama2-webui

Intel Finally Has A Real AI GPU: Arc B580

The Only Local AI GPUs Worth Buying Right Now (Ranked)

Don't Buy a Local AI Hardware Until You See This

I'm Obsessed With Local AI. Here's Why
🆕 最新动态 13 源更新 · 同源已折叠
- A better coder for the small-GPU/small-RAM crowd!
- [Splash Engine] Qwen3.8-27B in native 8-bit at 37–55 tok/s on Apple Silicon: Extending Splash to Q8, 256k context scaling, and the "Reasoning Cliff"
- M5 Ultra Mac Studio Review: The Dream Mac for Local AI Agents - MacStories
- Putting the question before the context took my local Qwen from 89% to 100% on a decision benchmark, and from ~400 ms to ~80 ms
- Got jev-like api running natively on ninfer / qwen3.8 27b and results are quite decent
- Deterministic Kittens: fun with Qwen Image 2.1 on an M2 Macbook Pro
- [MASSIVE RELEASE] Supra2-IMG - a tiny 100M text-to-image model - SOTA quality and open release!
- 16GB (and in many cases 12GB) is the max vram most people will ever reasonably have
- tokenizers v1 (rust)
- Deepseek training 2T and plans 8T model
- Has anyone tried ingesting 1k-100k scientific papers into LLM wiki?
- b11071 (+15 更早)
- How it feels watching prices go up
🎯 科技分享频道 4 精选 · 30 源更新

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/

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

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
M
@croath
🆕 最新动态 30 源更新 · 同源已折叠
- Claude Max用户可送朋友一周免费Pro,每人限送3张。
- 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。
- RelayLLM · 纯血 AI API 中转站
- #开源 #Telegram #跨平台
- 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。
- 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。
- 智谱zcode周末免费,调休期间也算。
- 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。
- 完成1次API调用送15天额度,额度会重置,可用step-5-preview模型。
- #开源 #新闻
- #趣站
- ➡️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。
- 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。
- 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。
- 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。
- 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。
- OpenAI免费云Codex,额度单独计算,可运行命令的agent。
- 智谱今天开始送3亿tokens额度,可白嫖。
- Egern TestFlight 版更新支持配合自签
- 9月18日10时-9月30日,免费调用qwen3.8-flash模型,包括免费用户均可参与。
- #输入法
- #macOS #工具
- 美国K-12教师白嫖Claude Pro 1年,需验证教师资料。
- 美国临床医生可免费领取GPT-6 Astra (Pro)访问权限,需验证医生身份。
- 每日限量领1000万Tokens,前N名送300元云资源券,长期有效。需邀请好友使用码道。
- Claude Free计划新用户可领,赠送3次Claude Opus 5对话额度。试用额度,非无限注册。
- #APP #视频处理 #macOS
🎯 自托管AI编码 12 精选 · 3 源更新
TabbyML/tabby
MistRipple/magi-code
QwenLM/qwen-code
vinhnx/vtcode
XiaomiMiMo/MiMo-Code
zhukunpenglinyutong/codemoss
block/goose
yetone/avante.nvim
xintaofei/codeg
RooCodeInc/Roo-Code
sxhxliang/agent-studio
OpenAutoCoder/Agentless
🆕 最新动态 3 源更新 · 同源已折叠