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Apple announces Apple Intelligence powered accessibility feature updates
Apple利用AI革新辅助功能，iPhone摄像头实时识别万物并支持追问，iOS 27将整合这些智能特性。
Apple is introducing a feature to let Vision Pro control a compatible wheelchair with their eyes
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Google's 'Universal Cart' Is Your New AI Shopping Assistant
谷歌Universal Cart化身AI购物助手，跨商家一键加购，购物体验更智能流畅。
Google wants to make it easier to complete your purchase.
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Announcing Claude Managed Agents on Cloudflare
Cloudflare与Anthropic联手，将Claude托管代理集成至沙盒，提升控制力、安全连接私有服务。
Cloudflare has integrated with Anthropic's Claude Managed Agents to provide a fast, isolated execution environment for autonomous code delivery. This …
4
Show HN: Codeep – Open-source terminal AI coding agent, multi-provider
开源终端AI编码代理Codeep，支持GLM、GPT、Claude、DeepSeek等多模型提供商，升级2.0版本。
Article URL: https://github.com/VladoIvankovic/Codeep Comments URL: https://news.ycombinator.com/item?id=48196569 Points: 1 # Comments: 0
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Show HN: Korveo – a local firewall for AI agents
无需账户和API密钥，一键部署本地防火墙，实时拦截AI代理的提示注入攻击，保护数据安全。
I got really tired of giving artificial intelligence agents access to tools. Then I had no idea what they were actually doing. So I created Korveo. Ko…
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Anthropic hires OpenAI co-founder Andrej Karpathy, former Tesla AI leader
OpenAI联合创始人跳槽Anthropic，AI人才争夺战再添变数
Article URL: https://www.cnbc.com/2026/05/19/anthropic-hires-openai-cofounder-andrej-karpathy-former-tesla-ai-lead.html Comments URL: https://news.yco…
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Show HN: Llama-dash – local LLM operators dashboard and proxy
本地LLM运维仪表板，集成路由、日志、监控，轻松管理多个模型上游。
Article URL: https://github.com/ndom91/llama-dash Comments URL: https://news.ycombinator.com/item?id=48196202 Points: 1 # Comments: 0
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Echoform – unlimited LLM memory via a single 64 KB hypervector
单64KB超向量承载无限LLM记忆，支持离线可验证与GDPR遗忘，AI代理记忆的突破性方案。
Article URL: https://github.com/OpenAgentic-Labs/echoform-ghost-memory Comments URL: https://news.ycombinator.com/item?id=48192963 Points: 1 # Comment…
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When More Context Makes LLM Agents Worse
别迷信长上下文！更多信息反而可能让AI Agent表现更差，揭示“上下文窗口谬误”的真相。
Article URL: https://arizenai.com/context-window-fallacy/ Comments URL: https://news.ycombinator.com/item?id=48192582 Points: 1 # Comments: 0
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Mini Shai-Hulud Strikes Again: 314 npm Packages Compromised
npm生态遭大规模供应链攻击，317个包在22分钟内被植入恶意代码，影响数百万月下载量。
Article URL: https://safedep.io/mini-shai-hulud-strikes-again-314-npm-packages-compromised/ Comments URL: https://news.ycombinator.com/item?id=4818936…
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Show HN: Ait – Claude, Codex, and Aider as a team, on your laptop
在笔记本上本地部署Claude、Codex和Aider组成AI团队，开发者协作新玩法
Article URL: https://github.com/m24927605/ait Comments URL: https://news.ycombinator.com/item?id=48195995 Points: 1 # Comments: 1
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Show HN: Sentilis – a folder of Markdown files becomes your bio, blog, store
用Markdown文件夹轻松打造个人主页、博客甚至商城，一个命令行工具搞定多合一发布。
Article URL: https://github.com/sentilis/cli Comments URL: https://news.ycombinator.com/item?id=48195585 Points: 1 # Comments: 0
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Show HN: Localaik – Run OpenAI and Gemini APIs Locally for CI and Tests
本地模拟OpenAI和Gemini API，助力CI与测试无缝集成。
Article URL: https://github.com/harshaneel/localaik Comments URL: https://news.ycombinator.com/item?id=48195306 Points: 1 # Comments: 2
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Show HN: Autodidact – Self-evolving local-first AI agent
本地优先AI代理自动处理Ollama依赖，安装模型启动一气呵成，适合不想折腾环境的开发者。
pip install autodidact && autodidact init Comments URL: https://news.ycombinator.com/item?id=48194739 Points: 4 # Comments: 0
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Show HN: AI Efficiency Score – paste any GitHub repo, get a score in seconds
粘贴GitHub仓库就能秒出AI使用效率评分，无需注册，适合工程团队自检
Article URL: https://costlens.dev/score Comments URL: https://news.ycombinator.com/item?id=48194736 Points: 2 # Comments: 0
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The 4 Levels of AI Agents: Why Most Service AIs Still Feel Dumb (Part 1)
揭秘AI Agent四层架构：多数产品级AI“显笨”的原因不在模型，而在上下文管理与循环机制。
TL;DR AI agents in real products fall into 4 levels: LLM wrapper → intent classifier → context-aware → agent loop. Most "AI agents" you meet in produc…
17
Dr. Axel's blog is gone (for now)
本周JS周刊：300+恶意npm包、Deno 2.8、TypeScript 6.0.3支持await、Angular 22 RC等最新动态一览。
#786 — May 19, 2026 Read on the Web JavaScript Weekly RFC: It’s Time for npm to Make Install Scripts Opt-In — npm is the only major package manager t…
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Gemini 3.5 Flash might be fast enough for gen AI to make sense
Google推出Gemini 3.5 Flash，速度突破让生成式AI真正落地，Agent优化和Omni模型同步亮相。
Google says its more efficient Gemini 3.5 Flash is the key to your agentic AI future.
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How to use Google’s new AI agents to go beyond your standard searches
Google搜索25年来最大更新！全新AI代理让搜索变成对话，智能建议超越传统自动补全。
Google is launching AI-powered “information agents” that can monitor topics in the background and proactively alert users to updates and changes.
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Claude agents can finally connect to enterprise APIs without leaking credentials
Claude代理实现企业API安全连接，无需泄露凭证，解决企业采用AI的关键痛点。
The reason enterprises have been slow to connect AI agents to internal APIs and databases isn't the models — it's the credentials. In most p…