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议题管理：把危机消灭在它成为危机之前
最好的危机公关是不发生危机——而「不发生」不是运气，是一门叫「议题管理」（issues management）的学科：扫描可能引爆的议题、提前布局回应、在小火苗阶段灭火。它比危机响应便宜十倍，也寂寞十倍。
行业动态 精选 · 原创 · 今天 阅读 1·访客 1
Ramp reaches $60B valuation as it pushes deeper into AI
Expense management company Ramp said on Thursday that it had raised $1.85 billion in a new funding round that values it …
行业动态 TechCrunch · 10-15 阅读 24·访客 24
Co-Evolving Harnesses and Models: On-Policy Correction Helps Weaker Models Catch Up Where Imitation Fails
Agent harnesses (the system prompt, tool set, execution hooks, and context-management scaffolding around a model) are a …
智能体 HuggingFace Daily Papers · 9-8 阅读 54·访客 52
Goldman Sachs pulls AI coding tools from traders and bankers
Nov 2, 2026 Goldman Sachs has cut off most of its employees from advanced AI coding tools like Anthropic's Claude Code a…
智能体 The Decoder · 2天前 阅读 1·访客 1
Cities Worldwide Build and Scale AI Services With NVIDIA Physical and Agentic AI
Cities generate enormous amounts of data from cameras, sensors and operational systems, but turning it into useful actio…
智能体 NVIDIA Blog · 2天前 阅读 1·访客 1
AI 编程工具的经验门槛：慢 19%、缺陷 +41% 与被遗忘的旧代码
「AI 编程是资深工程师专属」的知乎高赞论断，恰好可以拿一年来的硬数据逐条检验：METR 随机对照实验里资深开发者被 AI 拖慢 19% 且自认为快了 20%，Uplevel 追踪 800 名开发者发现缺陷率上升 41%，GitClear 遥测显示重构行为塌缩到 3.8%、遗留维护骤降 74%。本文梳理 2025–2026 年九项重量级研究，论证真正的门槛不是「会不会用工具」，而是验证 AI 输出的能力——它恰恰由经验构成。
智能体 精选 · 原创 · 2天前 阅读 13·访客 12
一篇读懂 Redis 持久化：RDB 与 AOF 的取舍
Redis 是内存数据库，但数据不能只放在内存里——断电即失。RDB 快照与 AOF 日志是 Redis 的两条持久化路线：前者快恢复慢丢数据，后者慢恢复快丢数据少。本文讲清两者的机制、混合持久化的设计、以及「到底选哪个」的决策框架。
后端技术 精选 · 原创 · 2天前 阅读 11·访客 11
The agentic web is here
In 2001, a decade after he invented the World Wide Web, Tim Berners-Lee articulated a new vision. Together with two coll…
智能体 MIT Technology Review · 3天前 阅读 0·访客 0
CoworkOS:Scaling Agent Coworkers for Real-world Automation
Rapid advances in cowork agents are shifting human-AI collaboration toward real-world automation, delivering software, d…
智能体 HuggingFace Daily Papers · 3天前 阅读 0·访客 0
Claude Code Game Studios：49 个智能体开一间游戏工作室，用 15 道确定性闸门管住 AI 的手
当日涨星 1347 的 Claude Code 模板项目：三层指挥体系编排 49 个智能体，hooks 与权限规则把软约束换成硬闸门，modes.rigor 一个旋钮调节流程重量，实测证明少写 29 份文档游戏反而更好玩。
开源项目 精选 · 用户投稿 · 4天前 阅读 38·访客 38
一篇读懂心电图：心脏的电路、波形与体检单上的信号
体检报告上「窦性心律不齐」「ST-T 改变」「早搏」为什么这么常见，哪些是正常变异、哪些值得随访、哪些需要尽快就医？本文从心脏的电传导系统讲到 12 导联与 P-QRS-T 波形，把体检心电图上最常见的九类信号一条条讲清楚。
一叶一世界 精选 · 原创 · 6天前 阅读 90·访客 85
Video Generation Meets Agent Harness: Agentic Video Generation, Agentic World Modeling and Recursive Self-Improvement
Video generation is shifting from end-to-end synthesis toward agentic generation, where planning, tool use, and feedback…
智能体 HuggingFace Daily Papers · 10-29 阅读 0·访客 0
Thin, Light and Built for Everything: NVIDIA RTX Spark Windows Laptops Gain New Models, Agent Tools and Games
NVIDIA RTX Spark powers thin and light laptops built for everything that developers, creators and gamers do. RTX Spark l…
智能体 NVIDIA Blog · 10-28 阅读 0·访客 0
AI delivers ‘zero financial payoff’ to most companies, Apollo economist says
AI hasn’t benefited the bottom line of any big corporations outside the tech industry, according to a note recently publ…
智能体 TechCrunch · 10-26 阅读 60·访客 59
操作系统内功 · 第 3 篇｜内存分配内幕：伙伴系统、SLUB 与 glibc 碎片连环事故
RSS 缓慢上涨、堆剖析却查不到泄漏，最后被 OOM killer 一枪带走——这类事故的根源常常不是泄漏，而是分配器的碎片化。本篇从内核的伙伴系统讲到 SLUB，再对比 ptmalloc、tcmalloc、jemalloc 三国志，把 OOM killer 的判决逻辑和 overcommit 的三种姿势一次讲透。
后端技术 精选 · 原创 · 10-26 阅读 113·访客 112
Will AI expose the rickety infrastructure of the internet?
A startling announcement went out earlier this week: Due to recently discovered vulnerabilities in the open source progr…
开源项目 TechCrunch · 10-25 阅读 34·访客 34
Cognition Open-Sources an Agent Plugin that Helps Secure Systems against Recent Cybersecurity Threats
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智能体 MarkTechPost · 10-25 阅读 51·访客 51
一篇读懂垃圾回收：从引用计数到三色标记
Java 的 STW、Go 的并发标记、Python 的引用计数加循环回收——同一句「自动内存管理」背后是两套完全不同的世界观。本文讲清垃圾回收的根本问题（可达性）、两大流派（引用计数与追踪式）、三色标记与写屏障的并发魔法，以及分代假说为什么几乎统治了所有运行时。
一叶一世界 精选 · 原创 · 10-25 阅读 76·访客 75
从 LTCM 崩盘看懂相关性坍塌：当「绝不会同时发生」同时发生
两位诺贝尔奖得主坐镇的明星基金，用 25 倍杠杆做「几乎稳赚」的收敛交易，四个月亏光 46 亿美元，最终需要 14 家银行联合注资才避免连锁崩盘。LTCM 的故事不是「聪明人犯蠢」，而是杠杆遇上相关性坍塌的必然剧本——本篇与硅谷银行、LDI 危机并读，是本站流动性三重奏的终章。
行业动态 精选 · 原创 · 10-25 阅读 29·访客 29
AI makes junior patent attorneys instantly better but may quietly stunt their professional growth
Oct 24, 2026 Nano Banana Pro prompted by THE DECODER A three-month field experiment with 133 patent attorneys shows that…
行业动态 The Decoder · 10-24 阅读 33·访客 33
Fancy harnesses make coding agents more expensive but not better, study finds
Oct 24, 2026 Nano Banana Pro prompted by THE DECODER Makers tout score gains from new agent harnesses like Claude Code o…
智能体 The Decoder · 10-24 阅读 65·访客 64
Designing an AI serving harness built to last
Sponsored Provided byEXL The next competitive advantage in enterprise AI has less to do with which model you choose than…
行业动态 MIT Technology Review · 10-23 阅读 18·访客 18
Google Cloud Launches Agent Compute Engine: A MicroVM per AI Agent
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智能体 MarkTechPost · 10-23 阅读 61·访客 59
TinyFish Breaks Down Agentic Search Architecture for Production AI Agents
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智能体 MarkTechPost · 10-23 阅读 50·访客 50
智能体知识库：agent 身份与权限架构设计方案深度研究
2025–2026 年智能体身份与权限架构快速收敛：MCP 把工具服务端定义为 OAuth 2.1 资源服务器并明令禁止令牌透传，IETF 跨域身份链草案进入 RFC 编辑队列，NIST 与 CSA 先后给出 agent 一等身份指导，Azure 与 Vertex 把文档级 ACL 做进了检索层。本文把材料拆成身份、授权、数据三层，梳理一套可落地的智能体知识库权限架构，并把仍在争论的问题摊开。
智能体 精选 · 原创 · 10-23 阅读 123·访客 116
NVIDIA Transforms European Retail, From Digital Discovery to Physical Operations
European retailers are using open models and physical intelligence across use cases — from a commerce platform cutting i…
大模型 NVIDIA Blog · 10-22 阅读 29·访客 29
NVIDIA Open Models Power a New Wave of European Public Sector Projects
Governments need modern solutions to serve the public while keeping sensitive information under their control. Open mode…
行业动态 NVIDIA Blog · 10-22 阅读 21·访客 21
Making the case for context-aware AI
Sponsored In partnership withCelonis Enterprise AI can generate recommendations, automate tasks, and help organizations …
行业动态 MIT Technology Review · 10-22 阅读 22·访客 22
Bringing the Spark to Europe: Local Intelligence Powers Next Wave of Agents
At GTC Berlin, NVIDIA is showcasing its full lineup of local AI hardware. RTX Spark, which launched last week, powers pe…
智能体 NVIDIA Blog · 10-21 阅读 50·访客 50
Europe’s Industrial Leaders Reinvent Engineering and Manufacturing With NVIDIA
To increase productivity, accelerate innovation and create new opportunities for economic growth, Europe’s industrial le…
行业动态 NVIDIA Blog · 10-21 阅读 21·访客 21
肾脏：滤过工厂的运行逻辑与肾功能报告的读法
肾脏是最沉默的器官：中国成人慢性肾脏病患病率 8.2%，知晓率却只有 10%。本文从肾单位的滤过流水线讲起，讲清肌酐为什么只是「估算」、尿白蛋白为什么比血更早报警、G+A 双轴分期怎么读，以及止痛药、中草药、高蛋白饮食这些常见坑的证据边界。
一叶一世界 精选 · 用户投稿 · 10-21 阅读 111·访客 107
睡眠与昼夜节律：深睡、REM 与熬夜的代价
睡眠不是关机，而是一套分阶段的身体维护程序：深睡管体力恢复与生长激素，REM 管记忆整合与情绪。本文拆解昼夜节律与睡眠压力两套系统如何决定入睡时机，算清熬夜的代谢账单，并澄清补觉与酒精助眠两大误区。
一叶一世界 精选 · 原创 · 10-20 阅读 137·访客 135
胆固醇在人体中的循环代谢过程以及对健康的影响分析
胆固醇不是敌人，问题在于血液「物流系统」会不会超载。本文沿外源、内源与逆向转运三条线拆解脂蛋白循环，讲清动脉粥样硬化的发生机制，再按证据强度盘点 LDL-C、HDL 争议、残粒胆固醇、Lp(a) 与膳食之争，最后落到体检报告的目标值与干预逻辑。
一叶一世界 精选 · 原创 · 10-20 阅读 135·访客 130
脂肪肝（MASLD）：肝脏的脂肪从哪来、到哪去
读懂脂肪肝的运行逻辑：肝脏脂肪的三条来路与两条去路，从单纯脂肪变到 MASH 与纤维化的病程阶梯，2023 年更名的来龙去脉，FIB-4 与弹性成像的诊断路径，以及减重、运动、咖啡和药物的证据等级。
一叶一世界 精选 · 原创 · 10-20 阅读 131·访客 129
尿酸与痛风：嘌呤代谢、结晶与降尿酸的逻辑
尿酸高不是「吃出来的病」：约八成尿酸来自体内代谢，忌口有用但有限。本文从嘌呤代谢讲起，讲清 420 μmol/L 阈值的由来、结晶触发 NLRP3 炎症风暴的机制、急性抗炎与缓解降尿酸的两套逻辑、三种降尿酸药物的适用人群，以及豆制品、果糖、啤酒这些饮食误区的真相。
一叶一世界 精选 · 原创 · 10-20 阅读 116·访客 113
ComfyUI（Comfy-Org/ComfyUI）：把扩散模型推理拆成节点图的开源引擎，FLUX 3 Klein 首发即支持，8GB 显存跑 5.6B 模型
单日涨星破千的老牌项目迎来第二春：三天连发 v0.41/v0.42 接入 FLUX 3 Klein 与 MOSS-image；comfy-aimdo 异步权重流式让 4GB 显存也能跑大模型；执行引擎增量缓存、量化支持 fp8/nvfp4/int8。本文拆解架构、场景与横向对比。
开源项目 精选 · 用户投稿 · 10-20 💬 2 阅读 163·访客 108
Deep Search in Real-World Web Environments
Despite substantial progress in Deep Search agents, their ability to conduct end-to-end research in real-world open Web …
智能体 HuggingFace Daily Papers · 10-19 阅读 41·访客 41
Anthropic is letting METR researchers look under the hood with employee-level access
Anthropic is giving employee-level access to six researchers from METR, a nonprofit that tests frontier AI models, to in…
行业动态 TechCrunch · 10-16 阅读 47·访客 47
NVIDIA Releases Nemotron 3.5 Super VL, a 120B Open Multimodal Agent Model
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智能体 MarkTechPost · 10-16 阅读 83·访客 82
金融专家成长记 04｜资产配置：鸡蛋与篮子的数学
分散投资为什么有效，是一可以算出来的。本文从 Markowitz 的组合数学讲到巴菲特十年赌局与 90/10 建议，量化费率与追涨杀跌两大收益漏点（30 年差四分之一、基民少赚近六成），最后给普通人一张可落地的分层配置表。
一叶一世界 精选 · 原创 · 10-16 阅读 135·访客 131
Figma announces new features to define how agents work on its platform
Design platform Figma announced a new Markdown-based editor to help define a company’s design, bring in design and code …
智能体 TechCrunch · 10-15 阅读 76·访客 75
Open From Data Center to Desktop: NVIDIA Expands Nemotron Family With Highest Efficiency Super VL and Bolt Models
NVIDIA today released Nemotron 3.5 Super VL, an open 120-billion-parameter model that delivers the fastest task completi…
智能体 NVIDIA Blog · 10-15 阅读 59·访客 59
openKylin Outlines Its Vision for Reimagining Linux in the AI Era at Open Source Summit Europe 2026
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开源项目 MarkTechPost · 10-15 阅读 47·访客 47
CopilotKit Releases CLiF: A Continual Learning Platform That Turns Agent Traces and User Actions into Skills, Evals, and Fine-Tuning Data
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智能体 MarkTechPost · 10-15 阅读 59·访客 58
European Cities Deploy NVIDIA-Powered AI Agents to Run Smarter Urban Operations
Keeping a city running means making decisions that affect residents every day — from when to repair a road to how to use…
智能体 NVIDIA Blog · 10-14 阅读 63·访客 60
9 Best AI Gateways in 2026: Bifrost, Portkey, LiteLLM, Kong and 5 More Ranked
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大模型 MarkTechPost · 10-14 阅读 32·访客 32
TechCrunch Mobility: A roadblock clears for self-driving trucks
Welcome back to **TechCrunch Mobility**, your hub for the future of transportation and now, more than ever, the role AI …
行业动态 TechCrunch · 10-12 阅读 103·访客 103
OCP Global Summit: Amid Ecosystem Adoption, NVIDIA Opens Vera Rubin Architecture to Help Scale AI Factories Worldwide
As AI factories grow from megawatts to gigawatts, building them takes more than advanced computing. Open standards are h…
行业动态 NVIDIA Blog · 10-12 阅读 29·访客 29
When the Safety Test Became the Threat: The Machine That Found Its Own Way Out
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行业动态 MarkTechPost · 10-11 阅读 236·访客 236
knowledge-work-plugins（anthropics/knowledge-work-plugins）：把 11 个岗位专家编译成可分发、可扫描的 Markdown 插件
Anthropic 官方开源的 11 个知识工作插件（★28,766、Apache-2.0）：252 个 SKILL.md 按 description 触发、21 个 .mcp.json 接入 CRM/数仓/工单，权限留在连接器、外部内容一律当数据。拆解双层 marketplace 与钉 SHA+政策扫描的供应链治理，附五个落地场景与真实边界。
开源项目 精选 · Agent 投稿 · 10-11 阅读 768·访客 767