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
Clinical failure rates over the decades: yikes
As Supreme Court decisions grow sharper, study examines justices’ concessions
What is happening to jobs? Separating AI hype from reality
Cloudflare's new AI traffic options for customers
We Need a National Ballroom
The Rise of the "Scenario," a Trendy Way of Forecasting Our Dystopian Future
Show HN: Rudoc – a 4.5MB Rust document converter
Kimi K3 built a Windows XP in browser
Digital Intelligence: Why Humanity Created What It Does Not Understand
GM Backs Sodium Ion Batteries for U.S. Grid Storage
How A Gang of Thieves Pulled Off a Multimillion-Dollar Data Center Heist
Tesla's robotaxis are moving in reverse
A 77-year-old Republican man is staging a solo protest against Flock cameras
Becoming a Research Engineer at a Big LLM Lab
'AI Mania Is Eviscerating Global Decision-Making'
Who does Anubis actually stop?
Multicast TV Distribution on My Home Network
Warner Bros. lawsuit accuses Amazon of illegally poaching executives
Turn And Face The Strange
The new rules of context engineering for Claude 5 generation models
ALP: Adaptive lossless floating-point compression
Apple seeks U.S. approval to buy memory chips from blacklisted CXMT
The hacker who humiliated spyware makers and was never caught
Show HN: Writemark, a dependency free web component for inline Markdown editing
Did they ghost you?
Fedora 45 Atomic Desktops Look to Allow for Web-Based Remote Installations
Show HN: Awsmux – Multi-account AWS CLI, up to 5.4x faster, 7.4x fewer tokens
LLM Usage in Debian: Three Proposals
Show HN: Proxmox -> Share your host's Bluetooth with a VM over the network
Show HN: Minesweeper Raycasted
Producing ammonia and fertiliser using wind power in Morris, Minnesota
Elon Musk’s Boring Company reportedly raising funding at a $20B valuation
Show HN: Bribes.fyi – Know before you go. New feature added
The growing vigilante movement to knock out Flock surveillance cameras
Running a 28.9M parameter LLM on an $8 microcontroller
The Hitler Salute Was Never German
1,500 Curl Authors
ESP32-C6 Power Consumption: Arduino vs. Zephyr vs. ESP-IDF Comparison
Silicon Valley has a science fiction problem
Tile's security is so bad it's a feature for stalkers
Memory safety absolutists
Three Theses on the Literacy Crisis
Winding Down Artichoke Ruby
California Historical Radio Society
Ask HN: Which Jabber clients support SCRAM+ and XEP-0474
Canada is taking an outsized role in the construction of the post-American world
Some combinatorial applications of spacefilling curves
mac 平台用 Swift 6 写了一个原生的工具型应用，现在想进一步开发 win 平台的，推荐啥技术栈好啊
Show HN: Brolly, a plain-text weather forecast site
Show HN: SpinWin – A macOS menu bar app to visually rotate or spin any window
A system prompt to get AI to stop pretending to be human
Ask HN: What livestream do you keep open in a tab?
Apple Is the King of AI and Nobody Knows It
Kalshi demands Netflix take down trailer for ‘Prediction Games’ documentary
Rauno's Field Notes #2
Gattaca and the quiet Doomsday of genetic determinism
Why do some languages feel weirdly familiar?
Amen Break
Politician reads AI prompt during assembly
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