Latest in AI
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…
MCP for Research：如何將 AI 連接到學術研究工具★ 75
Hugging Face Blog307 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…
從零到 GPU：構建與擴展生產級 CUDA Kernel 實戰指南★ 80
Hugging Face Blog307 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…
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 Blog311 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 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…
Vercel 解決 Serverless 運算與資料庫連線的根本難題★ 75
Vercel Changelog311 days agoReleaseOne of the greatest challenges developers face in serverless architectures (such as Vercel Functions) is managing connections to traditional relational…
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…
Arm 與 Hugging Face 聯手推出「Neural Super Sampling」！加速行動端與邊緣設備的 AI 圖像超取樣★ 75
Hugging Face Blog312 days agoReleaseArm and Hugging Face have announced a collaboration to launch "Neural Super Sampling (NSS)" technology and related models, officially bringing AI-driven image…
Vercel AI Gateway 推出「自動儲值」功能，避免 AI 服務因餘額不足中斷
Vercel Changelog312 days agoReleaseVercel recently announced in its Changelog that its AI Gateway service now officially supports an "Auto-recharge" feature. This update primarily targets…
Vercel BotID 現在整合 Vercel 已驗證機器人目錄，提升爬蟲識別精準度
Vercel Changelog312 days agoReleaseVercel recently announced a significant upgrade to its security protection capabilities: its bot identification system, Vercel BotID, has now been officially…
Vercel 機器人驗證功能現已支援 Web Bot Auth
Vercel Changelog312 days agoReleaseVercel recently released an update announcing that its platform's built-in Bot Verification feature now officially supports "Web Bot Auth" (Web Bot…
Vercel 發表 v0 實踐案例：如何將前端開發與交付時間縮短一半★ 75
Vercel Changelog312 days agoCommentaryVercel's official blog recently published an article sharing how its AI web generation tool v0 helped development teams cut project delivery time in half…
Vercel AI Gateway 現已支援 Claude Sonnet 4 的 100 萬 Token 超大上下文視窗★ 75
Vercel Changelog312 days agoReleaseVercel announced in its official Changelog that Vercel AI Gateway now officially supports the 1 million (1M) token extra-large context window of Anthropic's…
FilBench 發布：大型語言模型真的懂菲律賓語嗎？全新評測基準登場
Hugging Face Blog313 days agoReleaseThe Hugging Face team and community have collaborated to launch a new evaluation benchmark called "FilBench," aimed at answering a key question: do large…
TextQuests：LLM 在文字冒險遊戲中的表現究竟如何？Hugging Face 推出全新評估基準★ 75
Hugging Face Blog313 days agoReleaseHugging Face has recently introduced a new benchmark called "TextQuests," designed to evaluate the performance of large language models (LLMs) in text-based…
Vercel 推出全新即時回滾流程：支援在 Instant Rollback 時新增上下文說明
Vercel Changelog313 days agoReleaseVercel has recently launched a new workflow for its core "Instant Rollback" feature. In the past, when a critical incident occurred in the live production…
Vercel 旗下 AI 工具 v0 網域正式遷移，從 v0.dev 升級為 v0.app
Vercel Changelog313 days agoReleaseVercel has officially announced that its widely-discussed AI-assisted web generation tool v0 has migrated its official domain from "v0.dev" to "v0.app." While…
Replicate 推出遠端 MCP 伺服器：可在 Claude、Cursor 與 VS Code 中直接探索與運行模型★ 75
Replicate Blog315 days agoNew ToolReplicate has officially launched a remote MCP (Model Context Protocol) server. MCP is an open standard created by Anthropic that enables large language models…
Vercel MCP 正式支援 Cursor：可直接在編輯器中管理 Vercel 專案與部署★ 78
Vercel Changelog315 days agoReleaseVercel has released an update announcing that its Model Context Protocol (MCP) service now officially supports Cursor, the popular AI-powered code editor. This…
Vercel 推出批量升級功能：一鍵更新已棄用的 Node.js 版本
Vercel Changelog316 days agoNew ToolCloud hosting and front-end deployment platform Vercel recently announced in its Changelog the official launch of a new "Bulk upgrade deprecated Node.js…
Vercel 提升 Observability Plus 中的指標搜尋功能
Vercel Changelog316 days agoReleaseVercel announced in its official Changelog the launch of new metrics search improvements for its advanced monitoring service "Observability Plus." Vercel…
Vercel 構建系統現已原生支援 vlt 套件管理器，實現零設定部署
Vercel Changelog316 days agoReleaseVercel officially announced on August 8, 2025, that its build platform (Vercel Builds) now supports the new package manager "vlt," providing a seamless "Zero…
Zapier 如何利用 Vercel v0 規模化擴展其產品合作夥伴關係★ 72
Vercel Changelog316 days agoCommentaryIn this case study from Vercel, the company details how automation giant Zapier used the AI-driven front-end generation tool v0 to break through the scaling…
Hugging Face Accelerate ND-Parallel 指南：高效多 GPU 訓練完全解析★ 80
Hugging Face Blog317 days agoTutorialAs the parameter counts of generative AI and large language models (LLMs) push into the tens and hundreds of billions, the memory of a single GPU has long been…
Hugging Face 推出 AI Sheets：用開源 AI 模型輕鬆處理與標記數據集的試算表工具★ 75
Hugging Face Blog317 days agoNew ToolHugging Face has officially launched a new tool called "AI Sheets," an intuitive spreadsheet tool designed specifically for dataset processing. It aims to make…
GPT-5：它就是能搞定一切（讓 AI 掌管任務的新時代）★ 85
One Useful Thing (Mollick)317 days agoOpinionRenowned AI scholar and Wharton School professor Ethan Mollick published a forward-looking observation about GPT-5 on his blog "One Useful Thing," titled…
Vercel 榮獲 2025 年 Gartner® 雲端原生應用程式平台魔力象限唯一「有遠見者」殊榮
Vercel Changelog317 days agoBusinessVercel recently announced that in the 2025 Gartner® Magic Quadrant™ report for Cloud-Native Application Platforms (CNAP), Vercel was recognized as the sole…