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
SQL Injection found on ibm.com subdomain
Blood cells from 80-year-old donor become stem cells with molecular age under 20
A shared, verifiable fix database that AI agents read and write themselves
Show HN: An experimental pattern-first DAW that supports MCP
I turned my unused Kindle into a photo frame with GPT-6 Astra
OpenKylin: The AI Agent Linux Desktop
Japan declares a "state of emergency in cyberspace" as cyberattacks surge
RJ Mitte has died
Patching Zig's Std
Janas: Run LLMs larger than RAM by streaming experts from SSD
The CEO's of Broadcom and Intel Say the Quiet Part Out Loud about AI and ROI
AI is a tool and using it well takes skill
Phreak.ing – Internet Phone Switch
Intel D270 GPU AI Accelerator–Up to 480 GB LPDDR5X
AI Is Making Us Dumber – Unless We Fight Back
The Social Reckoning is flopping at the box office
As important as some of the messages in The Social Reckoning are, the movie has been drastically underperforming at the box office. Per Variety, Aaron's Sorkin's follow up to The Social Network only grossed a measly $5.5 million this past weekend against a budget that's somewhere within the $30-42 million range. That would make it […]
Who is vfmaddrnd231pd?
Show HN: Brickbrag – A multiplayer brick-building world in the browser
Picothermal – WebUSB Thermal Camera Using RP2040 and Flir Lepton
In Praise of John Cale, the Superior Velvet
Epic Games tells employees to use AI to get Disney game done
Muse DAU dropped and Meta insiders decided to sell
Martin Odersky – Keynote: The End of Programming? [video]
Writing a Demoscene Intro for the ZX Spectrum
Making big downloads resumable in Firefox
MIT class project turns into an FDA-cleared treatment for tremors
AI models may be capable of self-replicating without access to a datacenter
RimWorld 1.7 moves from Unity to Ludeon's in-house Waylith engine
OpenFatigue™ – Open is the new closed
Codex CLI installs a persistent, self-updating background daemon by default
Publishers Killed the Paperback, Then Blamed Readers
Just say no to OpenAI and Anthropic
French supermarkets suffer refrigerator shutdown after unprecedented cyberattack
Show HN: Opus 5.5 made a fully featured Figma clone in 3 hours / 8 prompts
My Reddit AMA on the Law of Web Scraping
'AI' Is Not a Tool by Rich Hickey
Show HN: I rewrote my website in Swift
Meta releases its first frontier model, Muse Wonder
Empty shelves likely at Nederlands Albert Heijn due to "Cyber incident"
Rice husk is being repurposed as a sturdy and resilient construction material
WindBorne wins a hefty US Air Force contract for its balloon data
Hiking the world in search of rare cheeses
AI coding agents generate more code, but not more software
Feds got warrants to use fake cell towers to hunt down Don Lemon's producer
Meta has some Wonder Full new AI models
Meta is making up for lost time in the AI race. After launching Muse Spark, the first model from its revamped Superintelligence Labs division, and buzzy AI agent Muse, it's now launching two new models it claims can go toe-to-toe with the industry's best. The new models, Muse Wonder and Muse Wonder Full, are available […]
Thinking will become a hobby
Elon Musk has donated over $276 million to Republican midterm efforts
Elon Musk has handed out at least $276 million to Republican groups since July, The New York Times reports, making him both the party's top known donor and the biggest established midterm donor. $158 million of that money - one of the largest political donations in American history - has been funneled into the Senate […]
Muse Wonder
Launch HN: Agent37 (YC F26) – Low-cost agent sandboxes for running agents
Reverse engineer anything with agents, from app behavior down to native binaries
IDRs as Records of Intent
French supermarkets suffer refrigerator shutdown after unprecedented cyberattack
A Modern Web App in C
GLM-Legal
Honeyjar offers AI tools to improve PR and comms at every company
The Yandex outage probably didn’t blitz Russian bots
Multiple Ukrainian drone strikes over the last week have taken Russian data centers offline and reportedly caused online bot traffic to plummet - but in reality it's probably not the kind of bot activity most people associate with Russia. A chart citing Cloudflare data has been circulating around social media platforms, showing a sharp decline […]
French supermarkets suffer fridge shutdown after 'unprecedented' cyberattack
Microsoft president says UK is best placed to drive AI regulation
This AI startup says it can generate permit-ready blueprints in minutes
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