Vercel 釋出指南：利用 Vercel AI SDK 輕鬆構建 Slack AI Agent★ 70
Vercel Changelog103 days agoTutorialAs AI Agents are increasingly adopted within enterprises, integrating AI into Slack — the team's everyday communication tool — has become a key driver of…
知識蒸餾對中國大語言模型（LLM）到底有多重要？回應 Anthropic 的「蒸餾攻擊」觀點★ 75
Interconnects (Nathan L.)110 days agoCommentaryAnthropic recently published research on "distillation attacks," defining the practice of external developers using its API outputs to train other models as a…
Vercel 推出 `npm i chat`：單一程式碼庫，通吃所有聊天平台★ 80
Vercel Changelog111 days agoReleaseVercel announced the release of a new npm package called `chat` (installable via `npm i chat`) in its Changelog, with the core vision of "One codebase, every…
代理人時代的 AI 選擇指南：不再只是聊天機器人★ 85
One Useful Thing (Mollick)117 days agoTutorialProminent scholar Ethan Mollick, in his latest article, points out that we have officially crossed beyond the era of simple "Chatbots" and entered what he…
開源模型陷入「永久追趕」：開源與閉源的差距、蒸餾、創新週期與開源的勝算★ 80
Interconnects (Nathan L.)117 days agoOpinionThis article by Nathan Lambert takes a deep dive into the tangled competitive dynamics between open-source and closed-source AI models. Lambert argues that…
Claude Sonnet 4.6 已在 Vercel AI Gateway 上線★ 75
Vercel Changelog117 days agoReleaseVercel has officially announced that Anthropic's latest generation model, Claude Sonnet 4.6, has been formally integrated into Vercel AI Gateway. This update…
Hugging Face 釋出新技術：讓 AI Agent 具備自動編寫與優化自訂 CUDA Kernel 的能力★ 80
Hugging Face Blog122 days agoNew ToolAs the demand for computational efficiency in deep learning models continues to grow, writing custom CUDA kernels (GPU core programs) has become a key…
Vercel 推出 MCP 伺服器更新：AI Agent 現在可以直接存取運行期日誌 (Runtime Logs)★ 75
Vercel Changelog124 days agoReleaseVercel has recently made an important update to its MCP (Model Context Protocol) server, enabling AI Agents to directly access and analyze Runtime Logs from…
Opus 4.6、Codex 5.3 與後基準測試時代：2026 年我們該如何評估 AI 模型？★ 80
Interconnects (Nathan L.)125 days agoOpinionIn 2026, with the release of next-generation models such as Anthropic's Opus 4.6 and OpenAI's Codex 5.3, the AI community faces a fundamental challenge…
Vercel 如何為 AI 程式碼代理（Coding Agents）建構 AEO（代理引擎優化）追蹤系統★ 75
Vercel Changelog125 days agoCommentaryAs AI coding agents such as Cursor, Claude Code, and GitHub Copilot become everyday tools for developers, software vendors and SaaS companies face a new…
在 Vercel AI Gateway 上開始使用 Claude Opus 4.6★ 75
Vercel Changelog129 days agoReleaseVercel recently updated its AI product lineup, announcing official support for Anthropic's latest flagship model, Claude Opus 4.6, within Vercel AI Gateway…
Vercel 發表全新 v0：從 UI 生成進化為全端應用開發的 AI 助手★ 85
Vercel Changelog131 days agoReleaseVercel officially unveiled a new generation of its "v0" web generation platform, marking a new milestone in Generative UI technology. Previously, v0 was…
我們讓 Claude 撰寫 CUDA 核心並教導開源模型！Hugging Face 發表 Upskill 專案★ 80
Hugging Face Blog138 days agoRelease### Background and Challenge: Why Is CUDA Programming So Hard for AI? CUDA (Compute Unified Device Architecture) is a parallel computing platform and…
Sensay 如何在六週內從零到產品上線：利用 Vercel 與 AI SDK 的極速開發實踐★ 70
Vercel Changelog138 days agoBusinessThis article details how Sensay, an AI digital clone platform, completed the remarkable journey from zero to product launch (MVP) in just six weeks. Sensay's…
Vercel 評估指出：使用 AGENTS.md 定義 Agent 表現優於傳統的「技能 (Skills)」設定★ 78
Vercel Changelog138 days agoReleaseIn its latest technical blog post, Vercel shared a significant finding regarding AI Agent architecture: in their Agent Evaluations (Agent Evals), using a…
Vercel AI Gateway 支援 Claude Code，推出 Claude Code Max 整合方案★ 75
Vercel Changelog139 days agoReleaseVercel announced in its latest Changelog that its AI Gateway now officially supports Claude Code — Anthropic's popular terminal-based AI coding assistant — and…
Vercel AI Gateway 現已支援與 Clawdbot 整合
Vercel Changelog141 days agoReleaseVercel announced in its official changelog that its AI Gateway service now officially supports integration with Clawdbot. Vercel AI Gateway is a managed…
測試「Bash 是否就是你所需的一切」：評估 AI Agent 的終端機控制能力★ 75
Vercel Changelog143 days agoOpinionWith the rise of AI Agents (such as Claude Code, Cursor, etc.), the developer community has begun to rethink: do we need to design complex, dedicated APIs for…
Import AI 441：我的 AI Agent 開始工作了，你的呢？以及如何用「毒泉」污染 AI 系統★ 75
Import AI (Jack Clark)146 days agoCommentary### The Age of Practical AI Agents Has Arrived In this edition of his column, Jack Clark shares his personal breakthrough in using AI Agents. Previously, many…
如何使用檔案系統與 Bash 構建 AI Agent：Vercel 實戰指南★ 75
Vercel Changelog156 days agoTutorialWith the rapid advancement of AI agent technology, enabling large language models (LLMs) to interact with computers and filesystems has become a popular trend…
Claude Code 與接下來的 AI Agent 時代：當 AI 擁有自主工具與終端控制權★ 85
One Useful Thing (Mollick)158 days agoCommentaryWharton School professor Ethan Mollick, in his latest article, examines Anthropic's newly launched command-line tool "Claude Code" in depth, arguing that it…
Vercel 揭秘：我們如何將 v0 打造為高效的程式碼代理人 (Coding Agent)★ 85
Vercel Changelog158 days agoOpinionVercel's v0, since its launch, has evolved from a simple "text-to-UI" tool into a powerful frontend Coding Agent. In this technical deep-dive, the Vercel team…
Vercel AI Gateway 宣布支援 Claude Code
Vercel Changelog160 days agoReleaseVercel announced in its product changelog that its AI Gateway now officially supports Claude Code, Anthropic's command-line AI coding assistant. Vercel AI…
Vercel 實戰經驗：為什麼我們刪除了 AI Agent 80% 的工具？★ 85
Vercel Changelog174 days agoOpinionWhen building AI applications, developers often fall into the trap of "more tools equals a smarter Agent." In early versions of Vercel's AI assistants and…
Vercel 發表 AI SDK 6：全面支援 Agent 構建、MCP 協定與即時語音多模態★ 90
Vercel Changelog174 days agoReleaseVercel officially released the latest major version of its popular open-source library — AI SDK 6. As AI applications evolve from simple "chat boxes" into…
Cline 現已支援 Vercel AI Gateway：提升 AI 編程助理的效能與成本控制★ 75
Vercel Changelog180 days agoRelease### Cline and Vercel AI Gateway Integration: Solving the AI Agent "Token Anxiety" Problem The open-source AI coding assistant **Cline** (formerly Claude Dev)…
Google DeepMind 推出 FACTS 基準測試套件：系統化評估大型語言模型的真實性★ 80
Google DeepMind Blog187 days agoReleaseAs large language models (LLMs) are deployed across a wide range of industries, ensuring the "factuality" of model outputs and reducing "hallucination" has…
讓 Claude 自動微調開源 LLM：Hugging Face 實測 Agentic 機器學習工作流★ 78
Hugging Face Blog193 days agoTutorialHugging Face recently shared a highly inspiring experiment: how to use Anthropic's Claude (as an AI Agent) to automate the fine-tuning of an open-source large…
Claude Opus 4.5 現已在 Vercel AI Gateway 中推出★ 80
Vercel Changelog202 days agoReleaseVercel's official Changelog has announced that its AI infrastructure service, Vercel AI Gateway, now officially supports Claude Opus 4.5, the latest flagship…
Vercel 揭秘：我們如何打造 v0 iOS 行動應用程式★ 80
Vercel Changelog202 days agoCommentaryVercel's AI web generation tool v0 recently launched an iOS version, and the company promptly published a technical blog post diving deep into the…