行业追踪 · 当日动态流 60 条报道
当日 24h 要点速览
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Anthropic · 发布 Claude 防工业级模型蒸馏安全报告，并披露全新面向研发者的智能体沙箱环境协议。
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NVIDIA · 与微软联合推出面向本地 AI 推理的次世代硬件方案，单机最高支持 128GB 统一内存及 1 PFLOPS 算力。
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Mistral AI · 公布 Ministral 3 模型与微型卫星星座联合部署进展，完成在轨边缘智能推理测试。
要闻精选
How NVIDIA GPUs Help Accelerate OpenAI’s GPT-6 Astra Ultrafast
GPT-6 Astra Ultrafast, running on NVIDIA Blackwell GPUs, is available now in the OpenAI API and to eligible ChatGPT Work and Codex users. Accelerated by inference optimizations through OpenAI’s models that tap into the capabilities of the NVIDIA Blackwell architecture, Ultrafast offers up to 8x faster token generation than the Astra Standard mode. For developers, […]
Show HN: Pyxel – A Python retro game engine with built-in art and sound editors
The Softmax function and its derivative
Tiny Brutalism
Butterflies use optical illusions to dodge predators
Personal Computing 2.0: It's time for a personal computing revolution
Several vulnerabilities have been discovered in the Linux kernel
DoGBench: The first user-facing docs generation benchmark. No model scores >50%
Apple's smart home camera reportedly won't record video
Show HN: PhreshOS – OS for Web Apps
Apple’s reportedly developing a smart home camera that doesn’t record video
Apple's rumored push into smart home tech could include a smart home security camera that only gives users text event descriptions instead of video footage. Mark Gurman said in the first episode of the Power On podcast that the camera will be part of "a new Apple smart home ecosystem," alongside Apple's rumored smart home […]
Cancel Your Subscription: a free browser game
The OpenAI Decisions API needs a confidence you can trust
2026 International Utility Locate Rodeo
Frog and Toad and the Increasingly Capable Machines
Court agrees with EFF: Utah's VPN law demands a technical impossibility
Sites in ChatGPT
Your Big Mac might cost more if McDonald's AI thinks people nearby can afford it
Pi v1.0.0
Aweb – Communication for AI Agents
Lyft is paying $272.5M to settle lawsuit over how it classified drivers
Kevin Mandia’s new ‘agent swarm’ security startup Armadin raises $255.5M at $2.5B valuation
Gboard Conveyor Belt Version
OpenRadioss is not open anymore
Don't Be Fooled by this Summer of AI Hype
Show HN: Graphene – Data analysis toolkit for your coding agent
CSS Bed: Classless CSS themes to use as starting points in web development
Musk’s AI chatbot Grok reportedly encouraged Trump to capture Venezuela’s president
The death of web development education
AI as Normal Technology (2025)
Using Opus 5.5 to discover a new eyewitness record of the dodo
Show HN: Janus – Go binary that runs GGUF models via Vulkan on AMD/Intel/Nvidia
Show HN: Rhun, an open-source code editor written in assembly
Show HN: Premortem – AI agents that red-team your startup idea
Hacks of 2 federal agencies in a month have spilled a bonanza of sensitive data
It has been a bad month for federal government cybersecurity.
Manyfold's Agents.md Is Based
Automatic Transmission – a data-privacy study of connected vehicles
Now That's an Impurity Story
SvelteKit 3
ArXiv's Updated Rate Limit Policy
Loss of cell identity drives human aging: Two new papers
Kcc, a C compiler built solo with an LLM on $100/month boot Linux kernel
Google’s new Guided Vision feature can help you read the fine print
Guided Vision is launching in Gemini Live on compatible Android devices today to use AI to give real-time audio descriptions of anything you point your phone's camera at. By sharing your camera in Gemini Live, you can have Google's AI help with things like reading small text, describing your surroundings, finding or identifying objects around […]
Pi 1.0
FLUX 3 Image
Pi Durable
ChatGPT can now virtually try on clothes for you
Android Central ‘will continue’ despite laying off its staff
Android Central, a blog focused on the Android ecosystem, laid off its staff yesterday, but owner Future confirms to The Verge that the site will continue publishing. Yesterday, four of the six staffers on Android Central's staff page posted publicly about the layoffs, including Shruti Shekar, Derrek Lee, Harish Jonnalagadda, and Nicholas Sutrich, and former […]
Google thinks SpaceX’s Starship has to launch 1,800 times before space data centers get off the ground
Effect 4.0
Oxygen-deprived underwater zones may not be “dead zones” but clue to early life
Giving friends custom text buzzes based on Morse code
US judge dismisses Chegg, Penske antitrust suits over Google AI Overviews
Anatomy of a Lean proof for software engineers
Steam Deck 2: Is AMD Gainsborough the chip Valve’s been waiting for?
The Steam Deck is four and a half years old, and handheld gamers are eagerly awaiting a Steam Deck 2 - but Valve has consistently said it needs a new chip with a "generational leap" in performance and efficiency before building the sequel. There's some reason to believe that chip has now broken cover: AMD […]
Terminal Email: terminal email clients for every system
World’s first enhanced geothermal power plant completed in just 23 months
iPod of 2026
Mike Tomlin spent 12 years building a Minecraft city
社区音量 · 领军人物与专家观点 X / 社区精选
Demis Hassabis @demishassabis · 2 小时前
祝贺科研团队！将大模型多智能体诊断系统应用于真实前瞻性临床试验，取得令人振奋的准确度突破。
Andrej Karpathy @karpathy · 4 小时前
当端侧小模型的推理能力超越两年前的千亿大模型时，软件的系统架构将彻底重塑，智能体正在成为原生操作系统层。
Guillermo Rauch @rauchg · 6 小时前
毫秒级启动、与模型解耦的极简 CLI 工具是未来。内置 MCP、Skills 与子智能体后，终端将重焕新生。
Ethan Mollick @emollick · 8 小时前
如今已有十余款可在现代移动设备上全本地运行的紧凑模型，整体表现逼近甚至超越昔日的 GPT-4 基准。
产品发布 · Show HN & Product Hunt 当日发布
OpenCode 2.0
▲ 312全开源 AI 编程智能体，原生支持终端、桌面与网页端协同工作流。
MemorySync MCP
▲ 185为自主智能体提供跨会话持久记忆与沙箱化知识库检索的开放服务。
Articos Agent
▲ 278在 Claude 与 ChatGPT 中模拟真实买家反应，上线前自动验证营销与产品策略。
ExcaliClaw
▲ 146支持 AI 智能体通过协议实时绘制、调整与解释技术架构手绘图的工作区。
开源热榜 · GitHub Trending Trending
专为智能体打造的轻量技能协议工具包，支持极简 npm / npx 直接调用。
功能完备的本地模型交互与多智能体统一管理控制台界面。
微软官方 1-bit LLM 推理与训练框架，针对能效与端侧极致优化。
低显存环境下运行超大参数模型的分层推理引擎，大幅降低本地部署门槛。
模型生态 · OpenRouter 调用排名 & 新模型 24h 统计
Top 模型调用份额 (Tokens)
01
DeepSeek V4.1 Flash DeepSeek · 6.02T
02
Step 5 Preview StepFun · 3.25T
03
GLM 5.3 Flash Zhipu AI · 2.03T
04
Claude Opus 5.5 Anthropic · 1.42T
05
GPT-6 Luna OpenAI · 1.18T
06
Nemotron 3 Ultra NVIDIA · 1.05T
近期模型上线与定价
Muse Wonder Meta · 1.0M ctx · 今日
$4.00 / $20.00 Nemotron 3.5 Bolt NVIDIA · 256k ctx · 昨日
免费调用 MiniMax Abab 7 MiniMax · 512k ctx · 前日
$0.80 / $2.40 融资并购 · 创投交易 当日记录
$90M E 轮
医疗 AI 语音及临床工作流公司完成 9000 万美元融资，加速推进生成式临床文档自动化与多院区落地。
Healthcare AISeries E
$49M 政府采购
气象气球与深度学习天气预测初创公司获美国空军近 5000 万美元订单，提供海量高空大气训练数据。
Climate AIDefense
并购重组 破产保护 / 资产出售
生成式对话初创公司启动资产出售程序，部分核心业务与团队将整合进主流影视与互动娱乐巨头。
M&AConsumer AI