大眾智能（Mass Intelligence）：從 GPT-5 到邊緣小模型，強大 AI 正在走向普及化★ 85
One Useful Thing (Mollick)295 days agoOpinionIn this article exploring "Mass Intelligence," University of Pennsylvania Wharton School professor Ethan Mollick reveals an imminent future: high-level…
預防最壞情況：Vercel 核心資料庫容錯移轉（Failover）實戰測試解析
Vercel Changelog296 days agoCommentaryAs a cloud platform hosting millions of websites and applications worldwide, Vercel's core database — which stores user accounts, project configurations…
使用 @vercel/slack-bolt 將 Slack 的 Bolt.js 輕鬆部署至 Vercel
Vercel Changelog297 days agoNew ToolVercel recently announced via its Changelog the launch of a new official npm package, `@vercel/slack-bolt`, designed to simplify the process of deploying…
Vercel 推出「異常警報 (Anomaly Alerts)」功能，現已針對企業級客戶開放限量測試
Vercel Changelog297 days agoReleaseVercel announced in its official Changelog the launch of a new "Anomaly Alerts" feature, now available in limited beta for Enterprise-tier customers. In cloud…
s1ngularity：Nx 套件遭遇供應鏈攻擊，Vercel 發布安全警示★ 75
Vercel Changelog297 days agoIncidentVercel issued an urgent security advisory on August 27, 2025, indicating that the package ecosystem of Nx — the popular JavaScript/TypeScript Monorepo build…
Vercel 推出 Observability Plus 新功能：支援 30 天運行時日誌保留
Vercel Changelog298 days agoReleaseVercel recently announced in its Changelog a major upgrade to its "Observability Plus" plan: it now officially supports runtime log retention for up to 30…
Vercel 宣布向 Pro 團隊開放 SAML SSO 單一登入功能
Vercel Changelog298 days agoReleaseWeb development and deployment platform Vercel announced a significant change in its official Changelog: SAML SSO (Security Assertion Markup Language Single…
Devin、Raycast、Windsurf 與 Goose 現已支援 Vercel MCP★ 75
Vercel Changelog299 days agoReleaseVercel announced a major update to its Model Context Protocol (MCP) server, officially adding support for four popular AI tools and platforms: Devin, Raycast…
Vercel 支援零配置部署 xmcp 伺服器★ 80
Vercel Changelog302 days agoReleaseVercel announced a major update for AI developers via its Changelog: the platform now supports deploying xmcp servers on Vercel with "zero configuration." xmcp…
Vercel 推出結合設計系統的 AI 驅動原型設計功能，讓 AI 依據品牌規範生成 UI★ 85
Vercel Changelog302 days agoReleaseVercel recently announced its latest features and technical advancements in "AI-powered prototyping with design systems." This update primarily targets the…
Vercel AI Gateway 正式啟用（GA），為開發者提供生產級的 AI 應用管理與優化★ 75
Vercel Changelog303 days agoReleaseVercel officially announced that its "AI Gateway" service has exited beta and entered the Generally Available (GA) stage. This service is designed to address…
Vercel 推出 Streamdown：專為 AI 串流設計的開源 Markdown 解析器★ 75
Vercel Changelog303 days agoNew ToolWhen building AI chat interfaces, developers frequently encounter a tricky UX problem: when a large language model (LLM) outputs Markdown text via streaming…
Vercel AI Gateway 正式啟用：為你的 AI 應用提供生產級的可靠性★ 80
Vercel Changelog303 days agoReleaseVercel officially announced that its AI Gateway service has entered the Generally Available (GA) stage, providing developers with the powerful infrastructure…
NVIDIA 於 Hugging Face 開源發布 600 萬筆多語言推理數據集★ 78
Hugging Face Blog303 days agoReleaseNVIDIA has officially released a massive "Multi-Lingual Reasoning Dataset" containing 6 million samples on the Hugging Face platform. This significant…
在 Code and Theory 重新思考原型設計、需求釐清與專案交付
Vercel Changelog304 days agoBusinessIn this Vercel case study, prominent digital creative agency Code and Theory explores how they leveraged the Vercel ecosystem to rebuild their complete…
Vercel 新提案：在 HTML 中使用 `<script type="text/llms.txt">` 內嵌 LLM 指令★ 75
Vercel Changelog304 days agoOpinionAs AI agents, AI search engines (such as Perplexity), and code generation assistants (such as Cursor and Claude Code) become increasingly widespread, making it…
Vercel 升級 MCP 伺服器：支援 AI Agent 存取受保護的部署項目★ 75
Vercel Changelog305 days agoReleaseVercel's official Changelog has announced an upgrade to its Model Context Protocol (MCP) server, which now allows AI agents (such as Claude Desktop, Cursor…
Node.js Vercel Functions 現在支援標準 Web Fetch 處理常式 (Handlers)★ 70
Vercel Changelog305 days agoReleaseVercel has recently rolled out an important update to its Node.js Serverless Functions, officially adding support for standard Web Fetch handlers. This means…
使用 Claude 與 Hugging Face 產生圖片：透過 MCP 協定無縫整合★ 85
Hugging Face Blog305 days agoNew ToolThe Hugging Face official blog has announced an exciting new integration: through Anthropic's Model Context Protocol (MCP), users can now generate images…
如果 AI Agent 幫你寫完了整套 App，那薪水（W-2 稅單）該發給誰？★ 75
Vercel Changelog306 days agoOpinionIn the United States, a W-2 is an employee's annual wage and tax withholding statement. This Vercel blog post opens with a humorous but thought-provoking…
Vercel Sandbox 提升並行與連接埠限制，支援更複雜的雲端開發場景
Vercel Changelog306 days agoReleaseVercel has officially published an update introducing important specification upgrades to its Sandbox environment, primarily relaxing the "Concurrency Limits"…
Vercel 宣布原生支援 SvelteKit 全新的 OpenTelemetry Spans
Vercel Changelog306 days agoReleaseVercel has announced native support for SvelteKit's new OpenTelemetry (OTel) spans. This update is designed to simplify performance monitoring and debugging…
從零到 GPU：構建與擴展生產級 CUDA Kernel 實戰指南★ 80
Hugging Face Blog306 days agoTutorialAs the architecture and scale of deep learning models (such as large language models, or LLMs) continue to expand, standard PyTorch operators sometimes fall…
MCP for Research：如何將 AI 連接到學術研究工具★ 75
Hugging Face Blog306 days agoTutorialAs the use of AI in academic research becomes increasingly widespread, enabling large language models (LLMs) to access the latest scientific literature in real…
Vercel BotID 升級深度分析模型，強化「偽造硬體」偵測能力
Vercel Changelog309 days agoReleaseVercel has recently released an important update to its security product, Vercel BotID, primarily upgrading its built-in "Deep Analysis Model" to significantly…
Kimina-Prover-RL：Hugging Face AI-MO 推出結合強化學習的開源數學定理證明器★ 80
Hugging Face Blog310 days agoReleaseThe AI-MO (AI Mathematical Olympiad) team at Hugging Face has officially released the "Kimina-Prover-RL" project. Following the previously well-received…
Arm 與 ExecuTorch 0.7 聯手：將生成式 AI 推向大眾市場★ 80
Hugging Face Blog310 days agoReleaseAs generative AI advances rapidly, deploying massive models to resource-constrained edge devices — such as smartphones, smart hardware, and AI PCs — has become…
Coxwave 如何利用 Vercel 加速交付生成式 AI 的商業價值
Vercel Changelog311 days agoBusinessIn the current era of proliferating generative AI (GenAI), one of the greatest challenges facing startups is "delivery speed." How quickly a company can bring…
Vercel 推出 Runtime Cache API：在 Serverless 與 Edge 環境中實現更靈活的快取控制★ 75
Vercel Changelog311 days agoRelease### Vercel Launches Runtime Cache API: Giving Developers More Powerful Edge Cache Control In modern web development, caching is a critical technology for…
Vercel 解析三種 AI 機器人流量及其應對策略★ 75
Vercel Changelog311 days agoTutorialAs generative AI becomes increasingly widespread, website administrators and developers are confronting an entirely new category of traffic: AI bots. In a…