Deep Agents Explained
LangChain11272 字 (约 46 分钟)
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Deep Agents 是 LangChain 推出的复杂任务代理框架，专为解决长期运行和多步骤任务设计，提供工具调用、状态管理和子代理协作能力。
入选理由：Deep Agents 支持复杂任务的长期运行和多步骤规划
FeaturedVideo#LangChain#AI代理#开源框架#复杂任务处理英文
Daily AI radar
AI 今日新闻 · 2026-07-18
2026-07-18 当日 traeai 收录 60 条 AI 技术与产品资讯，按评分排序，每条带 AI 摘要、要点与原文链接。
canonical: https://www.traeai.com/daily/2026-07-18
今日最值得跟进的 3 条主线
- 01Virgin Atlantic Turns Weeks of Work Into Hours with ChatGPT Work官方更新
Title: Virgin Atlantic Turns Weeks of Work Into Hours with ChatGPT Work URL Source: Markdown Content: Virgin Atlantic Tu...
- 02Visual Studio Administrator? Join our Private Marketplace Preview!官方更新
Visual Studio Administrator? Join our Private Marketplace Preview! - Visual Studio Blog Organizations are increasingly l...
- 03Deep Agents Explained值得关注
Deep Agents 是 LangChain 推出的复杂任务代理框架，专为解决长期运行和多步骤任务设计，提供工具调用、状态管理和子代理协作能力。
LLM cliché highlighter
Simon Willison's Weblog303 字 (约 2 分钟)
85
LLM cliché highlighter 是一个浏览器工具，可检测并高亮LLM生成文本中的常见陈词滥调，帮助用户识别和避免过度使用的表达。
入选理由：工具支持浏览器端运行，使用localStorage实现数据持久化
FeaturedArticle#LLM#文本分析#浏览器工具#AI内容检测中英混合
Designing emoji for the way we communicate today
The Keyword (blog.google)1051 字 (约 5 分钟)
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Google通过3D设计和AI技术重构4000个表情符号，提升表达力与可访问性，并开放源代码模型。
入选理由：3D设计使表情符号更生动，支持暗模式高对比度显示
FeaturedArticle#设计#AI#3D建模#表情符号#开源英文
Data downloaded by Vercel Sandbox is now free
Vercel News86 字 (约 1 分钟)
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Vercel宣布Sandbox环境下载数据免费，但入口流量和出站流量仍收费，其他计费项保持不变。
入选理由：Sandbox下载互联网数据不再计入流量费用
FeaturedArticle#Vercel#Sandbox#云计算#定价策略英文
How to Work Effectively with GPT-5.6
Towards Data Science2168 字 (约 9 分钟)
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How to Work Effectively with GPT-5.6 Towards Data Science Large Language Models How to Work Effectively with GPT-5.6 Max...
入选理由：主题聚焦：How to Work Effectively with GPT-5.6
FeaturedArticle#AI#编程#安全#产品英文
How Abridge Built AI For Healthcare | Interrupt 26
LangChain3821 字 (约 16 分钟)
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YouTube Transcript Language: English auto-generated en 0:07 Hi everyone. 0:08 Thank you so much for being here. I'm 0:11...
入选理由：主题聚焦：How Abridge Built AI For Healthcare Interrupt 26
FeaturedVideo#AI#编程#安全#产品英文
Kimi K3, and what we can still learn from the pelican benchmark
Simon Willison's Weblog1374 字 (约 6 分钟)
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Kimi K3, and what we can still learn from the pelican benchmark Simon Willison’s Weblog Subscribe smallhead Sponsored by...
入选理由：主题聚焦：Kimi K3, and what we can still learn from the pe
FeaturedArticle#AI#编程#前端#后端#云计算英文
AI Agents Explained: How to Build with Them Safely
Docker2147 字 (约 9 分钟)
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AI Agents Explained: How to Build with Them Safely Docker AI Agents Explained: How to Build with Them Safely Posted Jul...
入选理由：主题聚焦：AI Agents Explained: How to Build with Them Safe
FeaturedArticle#AI#编程#后端#云计算#安全英文
The skills gap behind agentic AI — and how Databricks is closing it with a new context engineer certification and agent trainings
Databricks856 字 (约 4 分钟)
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The skills gap behind agentic AI — and how Databricks is closing it with a new context engineer certification and agent...
入选理由：主题聚焦：The skills gap behind agentic AI — and how Datab
FeaturedArticle#AI#编程#后端#产品英文
Special Topics in Kernels, RL, Reward Hacking in Agents — Daniel Han, Unsloth
AI Engineer35162 字 (约 141 分钟)
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YouTube Transcript Language: English auto-generated en 0:13 Hello everyone. Um yeah, thanks so much 0:15 for coming toda...
入选理由：主题聚焦：Special Topics in Kernels, RL, Reward Hacking in
FeaturedVideo#AI#编程#前端#后端#云计算英文
Your Book Review: Great And Desperate Cures
Astral Codex Ten19591 字 (约 79 分钟)
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Your Book Review: Great And Desperate Cures Finalist 2 in the Book Review Contest Scott Alexander Jul 17, 2026 This is o...
入选理由：主题聚焦：Your Book Review: Great And Desperate Cures
FeaturedArticle#AI#编程#后端#产品英文
2026.29: Mainframes and Main Characters
Stratechery726 字 (约 3 分钟)
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Mainframes and Main Characters – Stratechery by Ben Thompson This Week in Stratechery 2026.29: Mainframes and Main Chara...
入选理由：主题聚焦：2026.29: Mainframes and Main Characters
FeaturedArticle#AI#编程#后端#产品#开源英文
One RAG Pipeline, Four Very Different PDFs: Same Four Bricks, Every Answer Typed and Cited
Towards Data Science6190 字 (约 25 分钟)
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One RAG Pipeline, Four Very Different PDFs: Same Four Bricks, Every Answer Typed and Cited Towards Data Science Large La...
入选理由：主题聚焦：One RAG Pipeline, Four Very Different PDFs: Same
FeaturedArticle#AI#编程#前端#后端#云计算英文
Analog AI Is Back, But Can It Survive Its Own Noise?
Towards Data Science2353 字 (约 10 分钟)
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Analog AI Is Back, But Can It Survive Its Own Noise? Towards Data Science Artificial Intelligence Analog AI Is Back, But...
入选理由：主题聚焦：Analog AI Is Back, But Can It Survive Its Own No
FeaturedArticle#AI#编程#后端#安全#产品英文
Agents Need Feature Flags - Sachin Gupta
AI Engineer3760 字 (约 16 分钟)
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YouTube Transcript Language: English auto-generated en 0:00 Hello everyone, I'm Sachin Gupta and I'm 0:02 a backend engi...
入选理由：主题聚焦：Agents Need Feature Flags - Sachin Gupta
FeaturedVideo#AI#编程#后端#安全#产品英文
Context Engineering Isn’t Enough — A Loop Engineering Experiment With No LLM Inside the Loop
Towards Data Science4521 字 (约 19 分钟)
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Context Engineering Isn’t Enough — A Loop Engineering Experiment With No LLM Inside the Loop Towards Data Science Large...
入选理由：主题聚焦：Context Engineering Isn’t Enough — A Loop Engine
FeaturedArticle#AI#编程#后端#安全#产品英文
Your Agents Need a Save Button - Hamza Tahir, ZenML
AI Engineer3973 字 (约 16 分钟)
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YouTube Transcript Language: English auto-generated en 0:00 Have you ever looked at your agent 0:01 execution and asked...
入选理由：主题聚焦：Your Agents Need a Save Button - Hamza Tahir, Ze
FeaturedVideo#AI#编程#后端#云计算#产品英文
I Tested AI on Work That Actually Matters
The AI Advantage3863 字 (约 16 分钟)
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YouTube Transcript Language: English auto-generated en 0:00 So AI really is quite interesting now 0:02 because the big c...
入选理由：主题聚焦：I Tested AI on Work That Actually Matters
FeaturedVideo#AI#编程#安全#产品英文
The 15 Most INSANE Things Created by KIMI K3 ( KIMI K3 Use Cases)
TheAIGRID10474 字 (约 42 分钟)
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YouTube Transcript Language: English auto-generated en 0:00 So, one of the most craziest use cases 0:02 slash things tha...
入选理由：主题聚焦：The 15 Most INSANE Things Created by KIMI K3 KIM
FeaturedVideo#AI#编程#云计算#开源英文
Using Classical ML to Empower AI Agents
Towards Data Science1919 字 (约 8 分钟)
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Using Classical ML to Empower AI Agents Towards Data Science Machine Learning Using Classical ML to Empower AI Agents On...
入选理由：主题聚焦：Using Classical ML to Empower AI Agents
FeaturedArticle#AI#编程#前端#后端#安全英文
Build Multi-Camera 3D Tracking Applications with NVIDIA DeepStream 9.1 Skills
NVIDIA Developer1059 字 (约 5 分钟)
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Title: Build Multi-Camera 3D Tracking Applications with NVIDIA DeepStream 9.1 Skills URL Source: Markdown Content: Build...
入选理由：主题聚焦：Build Multi-Camera 3D Tracking Applications with
FeaturedVideo#AI#编程#产品中英混合
This Influencer Doesn't Exist (I Built Her in 24 Hours)
Siraj Raval1006 字 (约 5 分钟)
69
Title: This Influencer Doesn't Exist I Built Her in 24 Hours URL Source: Markdown Content: This Influencer Doesn't Exist...
入选理由：主题聚焦：This Influencer Doesn't Exist I Built Her in 24
FeaturedVideo#AI#前端#后端#产品英文
Working with Pi Coding Agents
KDnuggets3204 字 (约 13 分钟)
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Working with Pi Coding Agents - KDnuggets publ: 16-Jul, 2026 - Blog Top Posts About - Topics AI Career Advice Computer V...
入选理由：主题聚焦：Working with Pi Coding Agents
FeaturedArticle#AI#编程#前端#后端#云计算英文
5 FREE Resources on Agentic AI
KDnuggets1201 字 (约 5 分钟)
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5 FREE Resources on Agentic AI - KDnuggets publ: 17-Jul, 2026 - Blog Top Posts About - Topics AI Career Advice Computer...
入选理由：主题聚焦：5 FREE Resources on Agentic AI
FeaturedArticle#AI#编程#前端#安全#产品英文
Git Worktrees for AI Development
KDnuggets4265 字 (约 18 分钟)
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Git Worktrees for AI Development - KDnuggets publ: 17-Jul, 2026 - Blog Top Posts About - Topics AI Career Advice Compute...
入选理由：主题聚焦：Git Worktrees for AI Development
FeaturedArticle#AI#编程#前端#后端#云计算英文
LangSmith: The Agent Engineering Platform
LangChain869 字 (约 4 分钟)
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Title: LangSmith: The Agent Engineering Platform URL Source: Markdown Content: LangSmith: The Agent Engineering Platform...
入选理由：主题聚焦：LangSmith: The Agent Engineering Platform
FeaturedVideo#AI#编程#后端#开源英文
Agentic AI Security: Defending Against Prompt Injection and Tool Misuse
Machine Learning Mastery1057 字 (约 5 分钟)
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Agentic AI Security: Defending Against Prompt Injection and Tool Misuse - MachineLearningMastery.com Agentic AI Security...
入选理由：主题聚焦：Agentic AI Security: Defending Against Prompt In
FeaturedArticle#AI#编程#后端#云计算#安全英文
Index Ventures 联合创始人 Neil Rimer 认为 AI 财富将面临"再分配"
AI HOT 精选2789 字 (约 12 分钟)
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Index Ventures 联合创始人 Neil Rimer 认为 AI 财富将面临“再分配” · AI HOT TechCrunch：AI（RSS） 精选 70 导出 Markdown Index Ventures 联合创始人 Neil...
入选理由：主题聚焦：Index Ventures 联合创始人 Neil Rimer 认为 AI 财富将面临"再分配"
FeaturedArticle#AI#安全中英混合
Can a Camera on Every Corner Make Us Safer? | Garrett Langley | TED
TED3852 字 (约 16 分钟)
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YouTube Transcript Language: English auto-generated en 0:04 I'm going to start with a story um 0:07 speaking to a grandm...
入选理由：主题聚焦：Can a Camera on Every Corner Make Us Safer? Garr
FeaturedVideo#AI#前端#云计算#安全#产品英文
🔬 The Lab of the Future Should Feel Like a Data Center — Andy Beam & Rafa Gómez-Bombarelli, Lila Sciences
Latent Space1298 字 (约 6 分钟)
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🔬 The Lab of the Future Should Feel Like a Data Center — Andy Beam & Rafa Gómez-Bombarelli, Lila Sciences Latent Space:...
入选理由：主题聚焦：🔬 The Lab of the Future Should Feel Like a Data
FeaturedArticle#AI#编程#后端#产品英文
![[AINews] Kimi K3 2.8T-A50B: the largest open model ever released; Opus 4.8-class at Sonnet 5 pricing](https://substackcdn.com/image/fetch/$s_!xVk0!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7d22c3fe-fde7-4c91-9e50-83b1597fe747_1958x1160.png)
[AINews] Kimi K3 2.8T-A50B: the largest open model ever released; Opus 4.8-class at Sonnet 5 pricing
Latent Space4938 字 (约 20 分钟)
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AINews Kimi K3 2.8T-A50B: the largest open model ever released; Opus 4.8-class at Sonnet 5 pricing AINews: Weekday Round...
入选理由：主题聚焦：AINews Kimi K3 2.8T-A50B: the largest open model
FeaturedArticle#AI#编程#前端#后端#安全英文
2026 07 17 HackerNews
SuperTechFans11946 字 (约 48 分钟)
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2026 07 17 HackerNews SuperTechFans 2026-07-17 Hacker News Top Stories Inkling 是 Thinking Machines Lab 发布的首个开放权重多模态大模型，拥...
入选理由：主题聚焦：2026 07 17 HackerNews
FeaturedArticle#AI#编程#后端#云计算#安全中英混合
2026 07 18 HackerNews
SuperTechFans11224 字 (约 45 分钟)
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2026 07 18 HackerNews SuperTechFans 2026-07-18 Hacker News Top Stories 参赛者Scott Weiss投诉DeepMind举办的Kaggle竞赛评选存在不一致，质疑评委因投...
入选理由：主题聚焦：2026 07 18 HackerNews
FeaturedArticle#AI#编程#后端#云计算#安全中英混合
Cloudflare WAF protects WordPress applications from two high-severity vulnerabilities
The Cloudflare Blog775 字 (约 4 分钟)
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Cloudflare WAF protects WordPress applications from two high-severity vulnerabilities The Cloudflare Blog post DOM order...
入选理由：主题聚焦：Cloudflare WAF protects WordPress applications f
FeaturedArticle#AI#编程#后端#云计算#安全英文
Last Week in AI #250 - Mythos Mess, GPT 5.6-Sol, GLM 5.2
Last Week in AI26921 字 (约 108 分钟)
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YouTube Transcript Language: English auto-generated en 0:11 Hello and welcome to the last week in AI 0:13 podcast where...
入选理由：主题聚焦：Last Week in AI 250 - Mythos Mess, GPT 5.6-Sol,
FeaturedVideo#AI#编程#后端#云计算#安全英文
Ray Dalio: The one rule that cuts investment risk by 80%
My First Million14756 字 (约 60 分钟)
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YouTube Transcript Language: English auto-generated en 0:00 You want to be successful? Here's the 0:01 mantra for invest...
入选理由：主题聚焦：Ray Dalio: The one rule that cuts investment ris
FeaturedVideo#AI#编程#前端#后端#安全英文
Apple's Lawsuit Just Triggered OpenAI's Collapse
AI Master1109 字 (约 5 分钟)
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Title: Apple's Lawsuit Just Triggered OpenAI's Collapse URL Source: Markdown Content: Apple's Lawsuit Just Triggered Ope...
入选理由：主题聚焦：Apple's Lawsuit Just Triggered OpenAI's Collapse
FeaturedVideo#AI英文
The Developer Has Changed. So Should Developer Conferences
Docker1120 字 (约 5 分钟)
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Why Docker Is Partnering with WeAreDevelopers World Congress North America The Developer Has Changed. So Should Develope...
入选理由：主题聚焦：The Developer Has Changed. So Should Developer C
FeaturedArticle#AI#编程#云计算#安全#产品英文
From the Captain’s Chair: Mohammad-Ali A’râbi
Docker1923 字 (约 8 分钟)
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From the Captain's Chair: Mohammad-Ali A'râbi Docker From the Captain’s Chair: Mohammad-Ali A’râbi Posted Jul 16, 2026 M...
入选理由：主题聚焦：From the Captain’s Chair: Mohammad-Ali A’râbi
FeaturedArticle#AI#编程#后端#云计算#安全英文
Building scalable AI agents with modular prompt transpilation
Google Developers Blog1241 字 (约 5 分钟)
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Building scalable AI agents with modular prompt transpilation - Google Developers Blog Google Tag Manager noscript End G...
入选理由：主题聚焦：Building scalable AI agents with modular prompt
FeaturedArticle#AI#编程#云计算#安全#产品英文
Replit CEO Amjad Masad on Media, Politics, and Power | The a16z Show
a16z774 字 (约 4 分钟)
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Title: "Being Canceled is a Choice" Replit CEO with a16z URL Source: Markdown Content: "Being Canceled is a Choice" Repl...
入选理由：主题聚焦：Replit CEO Amjad Masad on Media, Politics, and P
FeaturedVideo#AI#后端#产品英文
Evolving Spec-Driven Development: Conductor Now Supports Antigravity
Google Developers Blog641 字 (约 3 分钟)
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Evolving Spec-Driven Development: Conductor Now Supports Antigravity - Google Developers Blog Google Tag Manager noscrip...
入选理由：主题聚焦：Evolving Spec-Driven Development: Conductor Now
FeaturedArticle#AI#编程#后端#云计算#产品英文
AI Can't Learn The Way Humans Do - This Could Fix That
Y Combinator19360 字 (约 78 分钟)
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YouTube Transcript Language: English auto-generated en 0:00 One of the biggest open problems in AI 0:01 right now is how...
入选理由：主题聚焦：AI Can't Learn The Way Humans Do - This Could Fi
FeaturedVideo#AI#编程#产品英文
Virgin Atlantic Turns Weeks of Work Into Hours with ChatGPT Work
OpenAI1548 字 (约 7 分钟)
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Title: Virgin Atlantic Turns Weeks of Work Into Hours with ChatGPT Work URL Source: Markdown Content: Virgin Atlantic Tu...
入选理由：主题聚焦：Virgin Atlantic Turns Weeks of Work Into Hours w
FeaturedVideo#AI#编程#产品#开源中英混合
New course: Build LLM applications that respond to user requests quickly by running on hardware desi...
Andrew Ng(@AndrewYNg)287 字 (约 2 分钟)
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Andrew Ng on X: "New course: Build LLM applications that respond to user requests quickly by running on hardware designe...
入选理由：主题聚焦：New course: Build LLM applications that respond
FeaturedTweet#AI#编程英文
#634. 一场金融灾难如何意外催生英国首相制度，并奠定现代资本主义的基石
跨国串门儿计划1537 字 (约 7 分钟)
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634. 一场金融灾难如何意外催生英国首相制度，并奠定现代资本主义的基石 - 跨国串门儿计划 小宇宙 - 听播客，上小宇宙 📝 本期播客简介 本期我们克隆了：《金融时报》旗下的播客 《金钱的故事》 ，主持人 Robin Wiggleswor...
入选理由：主题聚焦：634. 一场金融灾难如何意外催生英国首相制度，并奠定现代资本主义的基石
FeaturedPodcast#AI#产品中英混合
八天四款前沿模型发布，Kimi K3 跻身第三
AI HOT 精选894 字 (约 4 分钟)
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八天四款前沿模型发布，Kimi K3 跻身第三 · AI HOT Artificial Analysis @ ArtificialAnlys · X 精选 76 导出 Markdown 2026-07-18 01:11 · 9小时前 在 X...
入选理由：主题聚焦：八天四款前沿模型发布，Kimi K3 跻身第三
FeaturedArticle#AI#产品中英混合
Spot birds not golf
Simon Willison's Weblog267 字 (约 2 分钟)
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Spot birds not golf Simon Willison’s Weblog Subscribe smallhead Sponsored by: Atlassian — Give your agents a plan. Not a...
入选理由：主题聚焦：Spot birds not golf
FeaturedArticle#AI#后端#开源英文
重估一切，文艺复兴---2026H1 AI行业观察
屠龙之术1335 字 (约 6 分钟)
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重估一切，文艺复兴---2026H1 AI行业观察 - 屠龙之术 小宇宙 - 听播客，上小宇宙 距离我上一次狂喜上做的AI行业总结已经过去了2个半月， 最近趁着被CSDN邀请参加他们大会的由头我做了最新的一次行业整理PPT， 76页…… 本...
入选理由：主题聚焦：重估一切，文艺复兴---2026H1 AI行业观察
FeaturedPodcast#AI#编程#云计算#安全#产品中英混合
Chat SDK adds native Slack agent support
Vercel News322 字 (约 2 分钟)
67
Chat SDK adds native Slack agent support - Vercel Chat SDK's Slack adapter now supports the agent messaging experience S...
入选理由：主题聚焦：Chat SDK adds native Slack agent support
FeaturedArticle#AI#后端英文
Runtime logs now show cache reasons
Vercel News269 字 (约 2 分钟)
67
Runtime logs now show cache reasons - Vercel Runtime logs now show a Cache Reason explaining why a request wasn't a fres...
入选理由：主题聚焦：Runtime logs now show cache reasons
FeaturedArticle#AI英文
#633.图灵奖得主：GPU 与 TPU、计算机体系结构、RISC 与 CISV
跨国串门儿计划1963 字 (约 8 分钟)
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633.图灵奖得主：GPU 与 TPU、计算机体系结构、RISC 与 CISV - 跨国串门儿计划 小宇宙 - 听播客，上小宇宙 📝 本期播客简介 本期我们克隆了：知名播客 Ryan Peterman Turing Award Winner...
入选理由：主题聚焦：633.图灵奖得主：GPU 与 TPU、计算机体系结构、RISC 与 CISV
FeaturedPodcast#AI#编程#云计算#产品中英混合
Vol.271｜穿越中亚：一场横跨天山、绿洲与苏联遗产的旅行｜嘉宾：郭建龙
东腔西调2049 字 (约 9 分钟)
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Vol.271｜穿越中亚：一场横跨天山、绿洲与苏联遗产的旅行｜嘉宾：郭建龙 - 东腔西调 小宇宙 - 听播客，上小宇宙 “每一个中国人的心里，都有一个西域之梦，而中亚就是西域的最远方。” 2023年秋天，历史作家郭建龙带着这份千年不灭的向往...
入选理由：主题聚焦：Vol.271｜穿越中亚：一场横跨天山、绿洲与苏联遗产的旅行｜嘉宾：郭建龙
FeaturedPodcast#云计算中英混合
#630.人工智能的未来：与哈萨比斯爵士和温迪·霍尔女爵士对话
跨国串门儿计划2281 字 (约 10 分钟)
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630.人工智能的未来：与哈萨比斯爵士和温迪·霍尔女爵士对话 - 跨国串门儿计划 小宇宙 - 听播客，上小宇宙 📝 本期播客简介 本期我们克隆了：知名播客 Worshipful Company of Information Technolo...
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