Vercel CLI 新增 api 命令，终端直接访问全量 API，AI 代理无需配置自动继承权限
vercel@50.5.1 adds a new api command, giving direct access to the full suite of Vercel APIs from your terminal. The api command provides a direct acce…
Vercel默认启用Rust编写的超快Python包管理器uv，零配置即可提升30-65%构建速度并支持更多依赖格式。
Vercel now uses uv , a fast Python package manager written in Rust, as the default package manager during the installation step for all Python builds.…
PAIGE用Shopify+Next.js+Vercel重构电商，黑五收入涨22%、转化率飙升76%。
PAIGE, a leading denim and apparel retailer, faced significant technical complexity due to their existing ecommerce architecture. Seeking a faster and…
Vercel数据揭示Web基础设施正从手动配置走向AI代理驱动，30%部署由编码代理发起，代理时代加速到来。
From open source to a more powerful edge, see our predictions for the future of frontend development—featuring experts in React, Next.js, Svelte, and …
OpenAI新嵌入模型支持维度动态缩短，大幅提升向量搜索速度与灵活性。
Use Adaptive Retrieval to improve query performance with OpenAI's new embedding models
Supabase Studio 2.0 大更新，内置 AI 助手、GraphQL 查询与级联删除等重磅功能，极大提升数据库开发效率。
Supabase Studio now comes with ChatGPT, and GraphiQL built in, Cascade Deletes, and Foreign Key Selectors, and much more.
基于《自然》新论文，揭示人类大脑白质微宏观结构随年龄变化的生长图表，帮你看懂大脑发育与衰老。
Nature, Published online: 13 May 2026; doi:10.1038/d41586-026-01318-w Studies of white matter — the tissue used for communication between brain region…
深度解析LLM架构前沿：KV共享、多头压缩注意力等最新进展，助你把握大模型底层革新。
Article URL: https://substack.com/@rasbt/p-197933886 Comments URL: https://news.ycombinator.com/item?id=48160322 Points: 1 # Comments: 0
AI正引发美国岗位加速流失，最新数据揭示首批失业潮已到来
Article URL: https://www.bloomberg.com/news/articles/2026-05-15/us-is-starting-to-see-heavy-job-losses-in-roles-exposed-to-ai Comments URL: https://ne…
浏览器内5个LLM代理用私有DuckDB玩狼人杀，数据库层强制信息不对称，网关代理控制通信，本地或API密钥均可运行。
Article URL: https://kayhan.dev/posts/013-werewolf-five-agents-one-browser/ Comments URL: https://news.ycombinator.com/item?id=48166092 Points: 2 # Co…
Perl经典博客引擎重铸为Go单二进制，既支持CGI老式主机，又能作为HTTP服务，还集成了Markdown与OG图生成。
I originally made Serene Bach in the 2000s as a weblog engine written in Perl CGI. I rebuilt it from scratch in Go as a single binary that can run eit…
多智能体AI状态传输的架构困境，AWS Lambda+EFS给出弹性解决新方案
If you are building a multi-agent AI system on AWS, you will quickly hit a massive, hidden architectural wall: State Transfer. In a multi-agent framew…
图增强RAG架构如何破解向量搜索在复杂企业数据中的结构盲区，实现多跳推理与精准关联。
Retrieval-augmented generation (RAG) has become the de facto standard for grounding large language models (LLMs) in private data. The standard archite…
马斯克为火星殖民使命，不惜采用“一人一票否决董事会”的超级控制权架构，SpaceX投资风险极高。
IT之家 5 月 17 日消息，埃隆・马斯克当地时间周五在社交平台 X 上发文提醒未来股东，虽说投资最终可能收获巨额回报，但入股 SpaceX 的投资者切莫指望前路一帆风顺，同时外界必须允许他专心推进人类多星球生存这一终极使命。 今年二月，马斯克在对内员工讲话中描绘了 SpaceX 的未来蓝图：打造…
6种生产级n8n工作流模式，涵盖线索生成、数据丰富、RAG与自愈，附真实案例，适合AI自动化进阶者。
6 n8n workflow patterns for AI automation (with real examples) After building n8n automations for over a year across different use cases, I started re…
针对企业LLM对话部署的提示词可靠性挑战，提出迭代模拟与监控框架PRISM，解决生产环境中的非确定性行为漂移。
arXiv:2605.15665v1 Announce Type: new Abstract: Deploying large language model (LLM)-driven conversational agents in enterprise settings requires prom…
首个聚焦属性基测试的AI基准，评估智能体从文档推导不变量并生成精确随机搜索策略的能力。
arXiv:2605.15229v1 Announce Type: cross Abstract: Existing code benchmarks measure whether an agent can produce any test that reproduces a known bug, …
首次证明非线性算子及其导数的通用逼近定理，开创算子学习理论基础新篇章。
arXiv:2605.15285v1 Announce Type: cross Abstract: Derivative-Informed Operator Learning (DIOL), i.e. learning a (nonlinear) operator and its derivativ…
提出f-轨迹平衡损失族，统一了GFlowNets和LLM的on/off-policy训练，梯度对应KL散度，低方差高效。
arXiv:2605.15417v1 Announce Type: cross Abstract: In GFlowNets and variational inference, it has been shown that the mean square error between target …
提案paper.json，让LLM代理能精准定位子声明、复现步骤，解决论文可操作性痛点。
arXiv:2605.16194v1 Announce Type: cross Abstract: LLM agents routinely serve as first (and sometimes only) readers of academic papers, skimming for su…