生产环境换模型不只是换API，schema、缓存、适配层才是真正卡点，GPT-5.6用更少代码产出更好结果
Ploy builds production marketing websites with an AI agent. They've been benchmarking every frontier release for months. Nothing beat Claude Opus unti…
免费AI脸型检测器，基于Claude Vision和Vercel无服务器函数，教你用“无聊”的技术栈快速实现面部比例分析。
At Epica Beauty we kept seeing the same question from users: "what face shape do I have?" People were measuring their faces with rulers and comparing …
Salesforce Education Cloud与EDA的架构对比：原生集成 vs 插件叠加，带来发布周期与维护效率的显著差异。
Executive Summary The Salesforce Education Data Architecture (EDA) has served educational institutions well for over a decade as a free, community-sup…
用多LLM集成发现Cisco CUCM 9.8级0day，含完整PoC与技术分析，展示AI驱动的漏洞挖掘新范式。
AI-driven platform using multi-LLM ensemble to discover and disclose critical 0-days. First case study: CVSS 9.8 unauthenticated RCE chain in Cisco CU…
在 WhatsApp 上直接对话你的 SEO 与 AI 可见性数据，便捷高效。
Talk to your SEO & AI Visibility data on WhatsApp. Discussion | Link
Vercel为Eve agent推出GitHub工具集成，一行配置即可打造完整的GitHub智能助手。
GitHub Tools now ships an eve toolset through the new @github-tools/sdk/eve subpath. One file in agent/tools/ can register every GitHub tool, or use a…
Anthropic最新模型Claude Sonnet 5上线Vercel，性能媲美Opus价格不变
Claude Sonnet 5 from Anthropic is now available on AI Gateway . Sonnet 5 improves on Sonnet 4.6 across coding and agentic work, reaching outcomes on m…
首次验证无标准答案的强化学习也能提升LLM，颠覆传统监督范式。
arXiv:2606.27369v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) for training LLMs typically rely on ground-truth…
On-Policy蒸馏中策略漂移的块级门控机制，为强化学习知识迁移提供新思路。
arXiv:2606.24084v1 Announce Type: cross Abstract: On-policy distillation (OPD) trains a student policy using teacher signals computed on trajectories …
一条命令搞定Vercel、Netlify等五大平台部署，开发效率瞬间拉满。
Article URL: https://xiaohou2503687-design.github.io/shipfast-oss/ Comments URL: https://news.ycombinator.com/item?id=48655512 Points: 1 # Comments: 0
针对MLLMs视觉STEM感知难题，CodePercept创新引入代码接地机制，为多模态理解开辟新路径，已被CVPR2026收录。
arXiv:2603.10757v2 Announce Type: replace Abstract: When MLLMs fail at Science, Technology, Engineering, and Mathematics (STEM) visual reasoning, a fu…
揭示LLM自我训练中"先升后崩"的失败模式，为模型优化后的退化问题提供关键机理分析
arXiv:2606.21090v1 Announce Type: new Abstract: Self-improvement can self-regress. In REINFORCE post-training for code, a model can quickly improve on…
Salesforce豪掷36亿美元收购AI客服平台Fin，加速企业AI服务布局，巨头博弈再升级。
Salesforce says it wants to use Fin's team and technology to improve Agentforce, its existing enterprise platform that businesses can use to build cus…
Vercel AI SDK 新增编程接口，可统一控制 Claude Code 等代理工具，实现一次编写、多平台调用的高效工作流。
AI SDK 7 introduces HarnessAgent , a single API for running established agent harnesses, including Claude Code, Codex, and Pi. AI SDK has always let y…
因美国政府指令，Vercel的AI Gateway暂停Claude Fable 5模型访问，恢复时间未知。
In compliance with the US Government's directive , access to Claude Fable 5 is now suspended on AI Gateway for all users. We do not know if or when ac…
在Grok Build中一键安装Vercel插件，AI自动推荐并处理Vercel相关需求，让部署更智能高效。
The Vercel plugin is now available in Grok Build. Grok can now draw on Vercel knowledge as you work. Real-time activity, including file edits and term…
LLM代理攻破Salesforce系统，揭秘10,000个漏洞背后的AI安全新挑战。
Article URL: https://www.reco.ai/blog/hacking-salesforce-sites-with-an-llm-agent Comments URL: https://news.ycombinator.com/item?id=48490289 Points: 2…
企业级SSD市场大爆发，前五大品牌Q1营收环比猛增86%，数据揭示存储行业强劲复苏。
IT之家 6 月 11 日消息，市场调研机构 TrendForce 今天发布 2026 年一季度全球企业级 SSD 市场报告：前五大品牌合计营收达 184.6 亿美元（IT之家注：现汇率约合 1253.31 亿元人民币），环比增长 86.1%。 受到 AI Agent 服务普及与 CSP（云端服务提…
Vercel新API实现60万技能搜索与OIDC认证，代理部署误区引深思。
AI-assisted notes from my liked-tweets feed, organized around agent loops, cloud agent infrastructure, skill security, memory, and runtime context. Tr…
帮助翻译文艺复兴时期文献，涵盖中国古籍与西方经典，众包参与开放项目。
SourceLibrary.org is currently the world’s largest online library of translated ancient sources. It contains over 15,000 books translated from dozens …