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
RFC 10015: Deprecating Obsolete Key Exchange Methods in TLS 1.2 and DTLS 1.2
Moore's Law for Everything (2021)
Kubeside – a Kubernetes client that shows your app, not your cluster
A stray commit buried multiple levels deep cost me months
Show HN: Symbio self fine-tuning AI loop
Willoughbyland: England's Forgotten South American Colony
Things I would have done differently (consulting)
Unraveling the mysteries of habit formation
"Everyone Has Been Sold a Lie" on AI
Anime User Interfaces
AI opens new era in cognitive studies of wild primates
AI financial advice is surprisingly good, especially if you ask right questions
RFC 9987: Secure Shell (SSH) Agent Protocol
Drug reverses autism-like brain changes in adult mice within hours
AT&T CEO Says He Can't Deploy Robocall Blockers Without FCC Approval. He's Wrong (2016)
Atom is better than RSS, in ways that matter
The 14 Steps it takes to open my office door with a new phone
Inside the London hacker house taking a stand against founder burnout
Coldcard's $38M (so far) exploit shakes faith in self-custody
AI's real threat to jobs isn't job loss, it's lower paychecks, new research says
São Paulo resident transforms degraded area into urban forest
YC founder asks desperate job seekers to tattoo themselves for an interview
Seedance 2.5
Diátaxis
Pantograph
Judge denies xAI’s request to block Minnesota ban on ‘nudify’ apps
Uber SubmitQueue: a high-performance speculative merge queue
The Silicon Valley Founder Meat Grinder
Cookware Got Worse on Purpose: Who Owns Pyrex and All-Clad Now
Top amputation surgeon had own legs removed due to fetish. Were patients safe?
YouTuber Hank Green says his AI usage is ‘not healthy’
But can your calculator run Linux?
Google has abandoned Google News?
AI #179 Part 2: Hearing the Fire Alarm
Get ready to flee, Americans in ten countries warned
Fermi Paradox
Show HN: Cockpit for you Claude Code agents in Rust
Signal Structure of the Starlink Ku-Band Downlink (2023) [pdf]
Chess Engine Dev Community Openly Hostile to AI Assisted Development
CISA Alert: Water Sector PLC Targeting
Should you still buy your next smartphone — or subscribe to it instead?
Postmortem for Kernel Soundness Bug #14576
Oil companies report sky-high profits thanks to wartime crude prices
Tell HN: I hate your fuzzy search
Scanning 7.6 Petabytes of HuggingFace Training Data for Secrets
Why Fortran Is Still Used
How Google helped destroy adoption of RSS feeds (2023)
NetBSD 11.0
macOS 原生终端 Termite 1.10 版本发布
Dates That Don't Exist (2015)
Assessment of open AI math results
Sam Altman is still making the case for parenting via ChatGPT
Tesla Spyware
Floundering A.I. 'Nostradamus' Hedge Fund Is Rescued by Rival
DNS propagation checker that shows the results as a box of 24 donuts
A directory of people who love RSS
Twelve Years Without a VPN
Kaisel – Routes as Values. Dart 3 Native Router for Flutter
Franken.domains: Stitched-Together Domains, Because Every .com Is Taken
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