1
The highest ROI activity in AI isn't on your screen
AI领域的最高回报活动不在屏幕前，线下人际交流的价值远超想象。
Article URL: https://layerx.xyz/blog/sim-recap Comments URL: https://news.ycombinator.com/item?id=48190996 Points: 4 # Comments: 0
2
A new EDIT tool for LLM agents
Redis作者分享LLM agents中EDIT工具的替代方案，实用技巧提升代码生成效率。
Article URL: https://antirez.com/news/166 Comments URL: https://news.ycombinator.com/item?id=48190359 Points: 5 # Comments: 1
3
The last six months in LLMs in five minutes
五分钟闪电演讲，浓缩LLM半年关键进展，Claude Sonnet 4.5首发与PyCon现场洞察一网打尽。
Article URL: https://simonwillison.net/2026/May/19/5-minute-llms/ Comments URL: https://news.ycombinator.com/item?id=48188183 Points: 483 # Comments: …
4
Show HN: Resilient, A composable async resilience toolkit for rust
为Rust应用提供限流、熔断、超时等组合弹性策略，轻松实现异步容错处理。
Resilient is an async toolkit for rust that handles fault tolerance for your rust Apps that often call other services or database queries frequently. …
5
Show HN: Cumulative GitHub star history for an org, as an embeddable SVG
只需安装一个组织级webhook，即可为GitHub组织或个人生成所有仓库的累计星标历史SVG图表，支持嵌入README。
Article URL: https://stars.wavekat.com/ Comments URL: https://news.ycombinator.com/item?id=48190108 Points: 1 # Comments: 0
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联想 AI 主机家族正式发布：搭载天禧 AI 4.0、支持“一键养虾”
联想发布AI主机P7与mini，巴掌大小却能“一键养虾”，端侧AI算力达190TOPS，家庭与口袋计算两不误。
IT之家 5 月 19 日消息，在目前正在进行的“联想天禧 AI 一体多端全场景新品超能之夜”中，联想 AI 主机正式登场，系列产品号称是天禧 AI 4.0 硬件载体，支持“一键养虾”“一键组队”等。 官方介绍了首款产品 P7，将于 7 月 1 日开启众筹。该机搭载此芯 P1 芯片，利用 SoC 提…
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AMD 苏姿丰谈 AI：在科技行业工作超 30 年，没有比今天更“兴奋”的时刻了
AMD CEO苏姿丰谈AI：未来5年50亿人使用AI，这是30年科技生涯中最兴奋的时刻
IT之家 5 月 19 日消息，在今日的 AMD AI 开发者日活动上，AMD 董事长兼首席执行官苏姿丰在谈及人工智能的发展时指出，AI 的进步令人难以置信， 预计未来五年，将有 50 亿人每日使用 AI ，而支撑如此海量活跃 AI 用户出现的最大关键，是拥有合适的应用。 在苏姿丰看来，不存在某一种…
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Here’s why Elon Musk lost his suit against OpenAI
马斯克诉OpenAI案被驳回，因起诉超时效，但案件本质未判，他宣布上诉。
On Monday, the jury in Musk v. Altman dealt Elon Musk a major blow—reaching a unanimous advisory verdict that he had sued OpenAI too late and, as a re…
9
AI might jeopardize the uncertainty required in science
Nature权威观点：AI正在威胁科学赖以生存的不确定性，引发科研诚信深层反思
Nature, Published online: 19 May 2026; doi:10.1038/d41586-026-01605-6 AI might jeopardize the uncertainty required in science
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Google Search as you know it is over
Google搜索被AI彻底重塑，不再只返回十蓝链接，而是交互式体验和信息代理——你熟悉的搜索时代终结了。
Google is transforming Search from a list of links into an AI-powered experience filled with conversational answers, autonomous agents, and interactiv…
11
Google’s AI Studio now lets anyone build Android apps in minutes
谷歌IO 2026上，AI Studio推出无代码创建原生Android应用能力，几分钟即可完成，AI编程浪潮直击移动开发
Google unveiled new web-based AI tools that can generate native Android apps in minutes, as the company expands its push into AI-powered software deve…
12
Google just declared itself a contender in AI design
谷歌在I/O大会上发布AI设计工具Pics，直接挑战Canva和Claude Design，零门槛生成社交图像和营销素材。
The tech giant says it's designed the app to be accessible to everyone, from teachers to small business owners.
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Agentic app coding gets an upgrade with Google’s release of Android CLI
Google发布Android CLI稳定版1.0，支持Claude Code等AI代理加速Android开发，告别平台限制。
Google is embracing the rise of AI coding agents with new Android tools designed to work with platforms like Claude Code and OpenAI’s Codex, allowing …
14
Google’s new Universal Cart wants to follow you across the entire internet
谷歌推出Universal Cart，意图打造跨网站购物车，AI代理跟踪用户购物行为，但隐私问题待解。
The tech giant says it's aware that most people shop across multiple devices, many retailers, and over the course of many days, which is why it's laun…
15
Google introduces Gemini Spark, a 24/7 agentic assistant with Gmail integration
Google IO 2026推出Gemini Spark，全天候AI助手深度集成Gmail，主动管理你的数字生活。
At the I/O developer conference, Google announced a new agentic personal assistant called Gemini Spark, built from Gemini's base models and an agentic…
16
Google adds voice-based prompting to Docs and Keep
Google I/O 2026: Workspace 应用新增语音提示，用声音写文档、管理事项更便捷。
Google is letting users create drafts, take notes, and search for email with voice with the new Workspace update
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Google launches Antigravity 2.0 with an updated desktop app and CLI tool
Google推出Antigravity 2.0，新增桌面应用、CLI工具和SDK，由Gemini 3.5 Flash驱动，提升编码效率。
Google is debuting a new AI Ultra plan priced at $100, which will give users 5x more usage limit than the AI Pro plan alongside Antigravity 2.0 launch…
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Google’s Gemini Omni turns images, audio, and text into video — and that’s just the start
谷歌推出Gemini Omni多模态模型，输入图像、音频、文本即可生成视频，开启全能创作新纪元。
Google's Gemini Omni is a new multimodal model that reasons across text, images, audio, and video to generate and edit videos through simple conversat…
19
OpenAI is making it easier to check if an image was made by their models
OpenAI联手Google用元数据和水印标记AI图片，一键验证真伪，杜绝造假。
OpenAI announced two new measures to help detect AI generated imagery: joining the open C2PA standard and adding Google's SynthID to its products.
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US cyber agency CISA exposed reams of passwords and cloud keys to the open web
安全研究员发现CISA承包商员工竟在GitHub上公开了明文凭证，包括云密钥和访问令牌，差点引发重大数据泄露。
The federal cybersecurity agency left plaintext passwords in a spreadsheet uploaded to a public GitHub repository, per a report by independent journal…