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
Rewriting in Rust
Credit card debt rises to $1.26T, nearing all-time record
The key that never exists: a threshold signing ceremony in the browser
Artin-Schreier Theorem [pdf]
Decoding smell: Study reveals how odor signals shapeshift in the wind
Anthropic CEO wife asked Epstein for porn business
AI-Assisted GPU Porting of a 250k Line Legacy Weather Simulation Code
The Government Is Monitoring Anti-Flock TikTok and Instagram Accounts
Software Engineering fundamentals matter more
SugarTrack – an offline Android logbook for blood sugar (no account, no cloud)
Oracle – a photorealistic browser for every Magic card ever printed
Xteink's tiny e-readers are getting access to free books through Libby
Triple Product Rule of Partial Derivatives
Show HN: Bribes.fyi – Compare bribes statistics department wise
Engineers will do anything to avoid learning from history
Anthropic shares details about how Claude's new watermarks will work
Matt Groening lets slip that Simpsons: Hit & Run might be making a comeback
At D23, when asked about the potential for a sequel to the cult classic The Simpsons: Hit & Run game, Matt Groening replied, "I think the original game is coming back in some form," before current showrunner Matt Selman added, "or not." The tone in both of their voices and the body language suggests that […]
Modeling and Verification of Keeta's Consensus [pdf]
Were Touch Bar's problems software rather than hardware?
Bede Liu, a digital signal processing pioneer, has died
The Wow signal was a strong narrowband radio signal detected on August 15, 1977
Show HN: Live Claude Usage HUD for a $38 Thermalright Trofeo Vision LCD
Tracking down a Zsh history data loss bug
No-New-Physics Consciousness
Woman claims her stepfather used Grok to transform childhood photo into explicit imagery
AI makes foundational knowledge more important
Abdominal fat predicts heart disease risk better than BMI
Cornell: Pro Palestine Students Targeted by ICE: Come Back to US or Lose Funding
Cultivating a state of mind where new ideas are born (2023)
Have a laugh at AI’s expense by roleplaying as a chatbot
Your AI Slop Bores Me is brilliant in its simplicity. There are two tabs: human and LARP as an AI. On one side, you enter a request. On the other, you submit an answer. But the important thing is that there's a human on both sides of the equation. Prompts can request a response as […]
The little-known winstart.bat batch file
Why I've tracked every single piece of clothing I've worn for three years
American Airlines 737s with the Same Callsign Flew Straight at Each Other
Gum Wrappers World
Humazon
Plastic mechanical computer from 1963: The Digi-Comp 1 [video]
Meta will train its AI on Newsmax, a far-right media outlet
Kimi Work attaches raw agent sessions to feedback reports
Why tech bosses keep sharing their manifestos about AI
Israeli PR wants to answer your ChatGPT questions
多步骤 MCP 的 token 损耗，可能主要来自每一步的模型重入
Super El Niño Keeps Growing as New Forecasts Reach Record Territory Ahead Winter
Job Recession in Higher Education
AI in drug discovery – what it is, where we stand and the path forward
IBM Simon (1994): the original smartphone, explained in its own ad [video]
Ask HN: I've quit six systems for tracking my illness. What works?
Anthropic shares more details about how Claude’s new watermarks will work
Site removes all the clutter from recipe videos and gives just the recipe
Bedtime Procrastination
First human trials of designer protein therapies stun US neuroscientists
Tess's Android Wayland Compositor
Show HN: sce (Simple Console Editor)
Four Levels of In-Place Initialization (Rust)
AI 开发，框架的作用大还是模型的作用大
AI isn’t outthinking mathematicians, it’s out-remembering them
Thunderbird's Desktop Calendar Visual Redesign
Peer-reviewed study of 443,000 Backblaze drives ranks HGST most reliable
Fossilisation processes and our reading of animal antiquity
BriskDB
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
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Step 5 Preview StepFun · 3.25T
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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