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
Crusoe raises $3.9B to build massive data centers and small modular ‘AI factories’
Google DeepMind launches institute to widen the AGI debate
Show HN: Scry, programmable internet search w/ congestion pricing
Amazon-owned Zoox’s 100-robotaxi limit in Nevada is about to disappear
Qwen 3.8 Omni Flash
PrismML hopes its tiny LLM will change how we all use AI
The FAA’s plan to fix air traffic? $875M worth of AI
How to Write with an LLM
I Hate You Microsoft
Eric S. Raymond – This is the case against AI Doom – pass it on
Show HN: OJ – A drop-in replacement for Vite in Rust
Sex, AI, and the Apocalypse
How Uber Protects Against Retry Storms
How SpaceX streamlined the Raptor engine
Bonsai 2 27B: Near-Lossless Compression in a 9x Smaller Footprint
The most important product decision is what you don't build
C++26: Trivial infinite loops are no longer undefined behaviour
Show HN: Microsoft Office running with Wine on Linux with no virtualization
Computer Reset, Dallas
Who Are We Now?
Show HN: Snapdrop: Instantly share files between devices. No setup, no signup
Flet 1.0 – Build cross-platform apps in Python
Bend 2 Is Here
Bend – A language that blocks AI mistakes via proof, on CPU and GPU
The fix for rogue AI agents could be more AI
OpenAI caught its models leaving notes to successors to hide bad behavior
More than 100k people in Japan are now aged 100 or older
Is the AI safety debate about safety or control?
Astra for Law
Plugin4Shell – Zero Click RCE Vulnerability found in top four coding agents
Making global data easier to explore
UN turns to Google to make its global data ready for AI agents
Microsoft exec called AI scraping ‘the largest theft of labor in human history,’ new unredacted filings reveal
Everybody's Lost Their Minds
Missouri governor orders guardrails on Flock cameras and ALPRs
The AI Superintelligence Slowdown
Remember when tech leaders would tell their employees to “move fast and break things”? It seemed that would be the way of AI too. But after a summer where rogue AI agents became reality, and researchers warned that AI could kill us all, a number of leading US AI companies are publicly suggesting it’s time […]
Don't Just Say Hello
KIDS Act
Adventures in Microcontroller Circuit Debugging
Claude Code relaunches Projects to manage multiple AI agents in the cloud
The revamped projects feature in Claude Code allows users to run multiple agents under the same roof, with a shared memory, goals, and library of files and artifacts. Similar to Grok Bot and other tools that manage groups of AI agents, each project has "threads" running different tasks in parallel, with a "coordinator" directing everything: […]
LLMs respond differently to harmful prompts when AI watermarking is used
SynthID can cause models to follow harmful instructions they would otherwise refuse.
Canto: A speech model built for the real world
The first new cat species discovered in 100 years
Waymo restarts San Antonio service 5 months after flooding troubles
BYD looking to build 5-minute EV charging network in Canada
Don't Make Job Referrals Public
Show HN: Ax-check.com – Can agents use your product?
Show HN: I wrote a custom assembler for CHIP-8 in C++
The Farnese letter
Compiler-style optimization for drawing via Skia
Even the king of England has his hesitations about AI
Stallman: Thousands Dead, Millions Deprived of Liberties (2001)
Base Labs launches an open-weight AI safety partnership with Hugging Face and Goodfire
Pinterest teases a new ‘Restyle’ feature that lets you redesign your room with AI
Save $30 or more on a refurbished Apple TV 4K
Most hardware prices have soared in 2026, and that includes a variety of Apple laptops, tablets, and smart devices. Thankfully, you can offset some of the increased costs on an Apple TV 4K by buying one refurbished through the company. The 64GB model is selling for $169, $30 lower than the new retail price. The […]
T. Rex Had a Body Temperature of 97°F
Economic policy for AGI
typeless 的每周额度降级到 2k 词,会员开不太起，有啥平替吗
I didn't sign the Fields medallists' letter
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