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
Al Gore says the real AI risk isn’t data centers
I wore Snap’s $2,200 smart glasses
My favorite part of wearing the Specs, Snap's new augmented reality glasses, was playing dominoes. Sitting across the table from a Snap employee wearing the same pair of chunky glasses, I could select a virtual domino with a pinch and then move my hand to drop it in place, watching the tile snap down in […]
Snap is launching a new Specs AI tool, and it’s coming to iOS and Mac
Snap is introducing "Specs Intelligence," a new AI assistant that can connect other digital accounts to help you with things like work tasks and keeping track of travel information. It seems similar to AI assistants like Meta's Muse and Gemini's Spark, though Snap is pitching Specs Intelligence as an "anticipatory AI service" that "helps you […]
Asking authors about their own papers
US interest rates raised for first time in three years
OpenSpec – A lightweight and configurable AI spec framework
Australia says it could follow Canada in forging deeper ties with EU
Why building a Rust LSP is hard
US automakers could soon be forced to include AM radio for free
Flock cameras are riddled with security vulnerabilities and hardcoded creds
HarnessTax: How Much Does the Harness Matter for Coding Agents?
Typesafe-computer-use drives a Mac toward a goal for 1/50th of a cent per step
Write Linters and Tools Before Code
LispBM is a concurrent Lisp for microcontrollers with message passing
Common Crawl Data Stored on a Hugging Face Bucket
Noise wants to help everyday people become paid content creators
Principles for a New Utopianism
Pulley, a Carta rival, is shutting down
Nonprofit that tracks meteors taken down by "critical blow" from a cyberattack
Group plans to be largely out of commission for several weeks.
Anthropic and OpenAI want to embed safety evaluators. Will they really be independent?
Breaking the 1.58-bit Barrier for Ternary LLMs
The 2.5-hour AI-generated Odyssey movie is 2.5 hours too long
Christopher Nolan's engrossing take on The Odyssey dominated at the box office and spurred a newfound interest in classic literature among filmgoers. But a new retelling of the story made entirely with AI is so bad that it might just make viewers hate the original tale altogether. The new film, called Odysseus: The Fall, comes […]
The AI data center e-waste problem is huge — and getting bigger
E-waste from the AI boom has been vastly underestimated, a new report warns. By 2050, it could become enough trash to fill 23 million shipping containers - roughly enough 40-foot containers to circle the world six times if lined up in a row. It's a significantly higher estimate of AI's e-waste than previous studies have […]
Backups Aren't Simple
After accusations of selling ‘perv glasses,’ Meta prepares to sell a pair without a camera
Xiaomi Mimo 2.6 live post-training dashboard
X will now let US users trade via Cashtags
Why Does the Universe Expand?
macOS 27 Golden Gate – Review
Deodands put a price on objects that caused death
Automattic’s interim CEO and legal chief signed reciprocal severance deals during Mullenweg’s brief ouster
How good are frontier models at physics?
Fed Raises Rates for First Time in Three Years
Data Broker Radaris Loses Domains in Privacy Fight
Barndoor acquires Diaphora, creators of open-source workflow runtime Frags
Former Waymo CFO jumps to self-driving startup Wayve
Cyclomatic Complexity in C#
A coffee shop owner used AI to make a menu poster. Then came the angry DMs
Accurate Models of AMD Matrix Cores
Fed hikes rates as inflation worries push up bond yields
Show HN: Friday – Self-hosted persistent memory for AI coding agents (MCP)
Training a 4B model to produce 81% faster query plans than Postgres
Reverse-engineered Jev-like model
我自己跑的选股和量化, 成功的提前几个小时预测到今晚加息 25bp
Resident Evil is a comedy first and a thrilling nightmare second
When Paul W.S. Anderson's Resident Evil hit theaters in 2002, video game movies were largely seen as a niche. Films like Mortal Kombat and Tomb Raider had proven that big-screen game adaptations could be successful, but the commercial and critical failure of projects like the 1993 Super Mario Bros. still cast a long shadow. And […]
Hear why Science Corp CEO Max Hodak says the screen era is ending at TechCrunch Disrupt 2026
Berlin-based Langdock moves its parent company from the US to Germany
Tell HN: An inside view of Montana's new biotech law
Vectorized and performance-portable Quicksort (2022)
AI labs want in-house auditors — but maybe they should shut the front door first
Walmart takes a bite off the cost of Metroid Ravenous physical preorders
The Metroid series is going back to its 2D roots again with Metroid Ravenous for the Nintendo Switch 2, the first side-scrolling game in the series since 2021’s Metroid Dread for the Nintendo Switch. If you’re already excited enough to consider preordering, you can save $10 on the physical version of the game when you […]
Hackers publish thousands of drivers’ data after breaching Florida motor vehicle database
Maintainer rejected AI contributions, we forked it and added video acceleration
GitHub is having trouble counting things
ER visits for gambling disorders doubled after expanded online gambling market
We need to stop using Stored Procedures
Apple might make servers again to cash in on the AI rush
According to The Information, Apple is planning to get back into the server game and might just pair up with Nvidia to make it happen. Apple retired its Xserve line in 2011 and has largely left enterprise machines to other manufacturers since. But the growing demand for compute power as the AI industry continues to […]
You can run Git on object storage if you re-make packfiles
Ask HN: AI Panic, you buying it?
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