Vercel 如何針對 LLM 與 AI 搜尋調整 SEO 策略★ 78
Vercel Changelog375 days agoOpinionAs generative AI search engines (such as ChatGPT Search, Perplexity, and Google AI Overviews) gradually reshape how users search for information, traditional…
Vercel Models API 推出 v0-1.5-md 與 v0-1.5-lg 模型 Beta 版★ 75
Vercel Changelog376 days agoReleaseVercel's official Changelog has announced an important update for v0 — its model designed specifically for frontend web and UI generation. The new versions…
構建安全的 AI Agent：Vercel 的安全防護指南與最佳實踐★ 80
Vercel Changelog376 days agoTutorialAs large language models (LLMs) have evolved, AI applications have moved beyond simple "question-and-answer conversations" toward "AI Agents" capable of…
Vercel AI Gateway Alpha 版新增「可觀測性」監控功能★ 75
Vercel Changelog376 days agoReleaseVercel recently made an important upgrade to its AI Gateway (currently still in Alpha testing), officially introducing "Observability" features. As an…
Vercel 宣布：使用 Claude Code 與 Cursor Agent 不再需要購買團隊席位 (Team Seat)★ 70
Vercel Changelog379 days agoReleaseVercel published an important update on June 6, 2025, announcing a major policy change regarding support for AI coding agent tools on its platform…
Hugging Face 推出 ScreenSuite：最全面的 GUI Agent 評估套件！★ 80
Hugging Face Blog379 days agoNew ToolAs artificial intelligence moves beyond simple "text-based conversation" into the era of Agents (intelligent agents) that actively execute tasks, enabling AI…
如何發揮 Google Veo 3 的最大潛力：Replicate 實測與實用技巧分享★ 75
Replicate Blog380 days agoTutorialGoogle's Veo series has long been a powerful contender in the AI video generation (text-to-video) space. With the release of the latest Google Veo 3 model, the…
Vercel 網域儀表板支援「預先生成 SSL 憑證」，實現零停機無縫遷移
Vercel Changelog380 days agoReleaseVercel recently introduced a practical new feature to its Domains dashboard: support for "Pre-generate SSL certs." This update is designed to address the brief…
Vercel Bot Protection 機器人防護功能正式啟用 (Generally Available)★ 75
Vercel Changelog380 days agoReleaseVercel has officially announced that its "Bot Protection" feature has reached General Availability (GA). This feature is designed to help applications deployed…
Vercel 實用主義至上：拒絕花拳繡腿的 AI Agent 開發指南★ 80
Vercel Changelog381 days agoOpinionIn the current wave of AI development, AI Agents are undoubtedly one of the hottest topics. However, Vercel points out that many developers fall into the trap…
從零開始在 nanoVLM 中實作 KV Cache★ 75
Hugging Face Blog381 days agoTutorialIn the inference process of large language models (LLMs) and vision-language models (VLMs), autoregressive decoding is a major performance bottleneck. Each…
Gemini 2.5 迎來全新突破：先進的語音對話與音訊生成功能★ 85
Google DeepMind Blog382 days agoReleaseGoogle DeepMind has announced that its latest-generation model, Gemini 2.5, has achieved new breakthroughs in AI-driven audio dialog and audio generation. This…
在 Arm 架構上實現即時 AI 聲音生成：賦予創意自由的個人工具
Hugging Face Blog382 days agoReleaseAs generative AI technology becomes more widespread, AI Sound Generation has become an indispensable part of modern multimedia creation, game development, and…
Hcompany 推出 Holo1：全新 GUI 自動化 VLM 家族，為智慧代理人 Surfer-H 提供強大動力★ 78
Hugging Face Blog382 days agoReleaseH (formerly Holistic AI), a highly regarded French AI startup, recently officially released a new family of vision-language models (VLMs) on the Hugging Face…
Vercel 推出全新防火牆挑戰指標（Firewall Challenge Metrics），提升安全防護可視性
Vercel Changelog382 days agoReleaseVercel recently announced in its changelog the official launch of new "Firewall Challenge Metrics." This new feature is designed to provide developers using…
SmolVLA：基於 LeRobot 社群數據訓練的高效視覺-語言-動作（VLA）模型★ 75
Hugging Face Blog382 days agoReleaseHugging Face has recently taken an important step in the field of embodied AI, officially launching **SmolVLA** — a lightweight Vision-Language-Action (VLA)…
讓 GPU 毫無閒置：利用 TRL 中協同部署的 vLLM 解鎖高效能強化學習訓練★ 85
Hugging Face Blog382 days agoReleaseIn the reinforcement learning from human feedback (RLHF) training process for large language models — whether PPO or the recently popular GRPO — there are…
FLUX.1 Kontext 社群應用大盤點：探索 AI 圖像「上下文生成」的全新創意
Replicate Blog383 days agoCommentary### FLUX.1 Kontext Sparks a New Wave of "In-Context Image Generation" Since Black Forest Labs introduced FLUX.1, this open-source image generation model has…
Vercel 推出 v0 複合模型家族（composite model family），打造更強大的 AI 網頁生成體驗★ 85
Vercel Changelog384 days agoReleaseVercel has officially announced a new "composite model family" for v0, its AI-powered web generation tool. Since its launch, v0 has quickly become a favorite…
Vercel Fluid Compute 現在支援 ISR 背景與隨選重新驗證 (On-demand Revalidation)
Vercel Changelog386 days agoReleaseVercel has announced that its latest "Fluid Compute" architecture now officially supports Incremental Static Regeneration (ISR) Background Revalidation and…
Vercel 推出更快速的登入流程並新增 Google 登入支援
Vercel Changelog386 days agoReleaseCloud hosting and frontend deployment platform Vercel announced a new update aimed at optimizing the login experience for developers. The core of this update…
Vercel 推出 Fluid Compute：為 AI 工作負載演進的無伺服器運算架構★ 80
Vercel Changelog386 days agoRelease### The Bottlenecks of Traditional Serverless in the AI Era Traditional Serverless architectures (such as AWS Lambda or Vercel Functions) were originally…
使用 FLUX.1 Kontext 用文字輕鬆編輯圖片：Black Forest Labs 最新圖像編輯模型實戰指南★ 80
Replicate Blog387 days agoReleaseBlack Forest Labs (the development team behind the FLUX series of models) has launched a new image editing model called "FLUX.1 Kontext." This model is…
Vercel Observability Plus 推出 AI 自然語言查詢功能
Vercel Changelog388 days agoReleaseVercel officially announced via Changelog that its advanced monitoring service, "Observability Plus," has introduced an "AI query prompting" feature…
Vercel 發布安全漏洞公告 CVE-2025-48068★ 70
Vercel Changelog388 days agoIncidentVercel officially published a Changelog announcement on May 28, 2025, regarding security vulnerability CVE-2025-48068. At this time, the announcement has only…
CodeAgents + Structure：更優雅、高效的 Agent 行動執行新範式★ 75
Hugging Face Blog388 days agoOpinionIn this Hugging Face blog post, the team takes a deep dive into the evolution of AI agent architectures — specifically how to combine "structured constraints"…
🐯 Liger GRPO 攜手 TRL：大幅降低 DeepSeek-R1 式強化學習訓練顯存與加速★ 82
Hugging Face Blog391 days agoNew ToolSince the explosive rise of DeepSeek-R1, GRPO (Group Relative Policy Optimization) has become the most widely discussed reinforcement learning (RL) technique…
Vercel 安全性更新彙整：強化 Bot 防禦、DoS 緩解措施與安全洞察分析
Vercel Changelog393 days agoReleaseVercel recently published a Security Roundup, aimed at providing stronger protection for applications deployed on its platform. This update focuses on three…
Vercel 提升代理至外部源伺服器（External Origins）的 CDN 傳輸速度
Vercel Changelog393 days agoReleaseVercel recently published an update in its Changelog announcing a major performance optimization for its Edge Network's proxying to external origin servers. In…
Vercel 推出 Hobby 方案速率限制功能，並提升 Pro 方案的免費額度★ 75
Vercel Changelog393 days agoReleaseVercel recently updated its product changelog to announce that "Rate Limiting" — a security protection feature previously restricted to paid plans — is now…