IBM 與柏克萊加州大學推出 IT-Bench 與 MAST：診斷企業級 AI Agent 失敗原因的全新基準與框架★ 80
Hugging Face Blog116 days agoRelease### The Pain Points of Enterprise AI Agents in Production: Why Do They Keep Failing? As large language models (LLMs) have rapidly advanced, enterprises have…
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)116 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…
Stably 如何利用 Vercel 在數小時內交付 AI 測試 Agent
Vercel Changelog117 days agoBusinessIn modern software development, the ability to ship AI applications quickly has become a key competitive advantage. Stably, an AI testing startup, shared how…
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…
Browserbase 正式加入 Vercel Agent Marketplace，簡化 AI 代理的網頁瀏覽與數據抓取
Vercel Changelog122 days agoReleaseVercel officially announced that Browserbase — a cloud headless browser platform designed specifically for AI Agents (artificial intelligence agents) — has…
OpenEnv 實戰：在真實世界環境中評估具備工具使用能力的 AI Agent★ 75
Hugging Face Blog123 days agoNew ToolAs AI Agent (intelligent agent) technology advances rapidly, evaluating how these agents perform in the real world has become one of the greatest challenges…
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…
Vercel CLI `vercel logs` 命令針對 AI Agent 優化，支援歷史日誌查詢★ 70
Vercel Changelog124 days agoReleaseVercel has made an important optimization to the `vercel logs` command in its command-line interface (CLI). This update is aimed at improving the efficiency of…
Import AI 444：LLM 社會學、華為用 AI 寫作業系統核心、晶片設計基準測試 ChipBench★ 75
Import AI (Jack Clark)125 days agoCommentaryThis edition of Import AI (Issue 444), written by Jack Clark, delves into the latest breakthroughs in artificial intelligence across three domains: social…
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…
任何人都能構建 Agent，但需要一個平台來運行它們：Vercel 談 AI Agent 的部署挑戰★ 75
Vercel Changelog125 days agoOpinionAs the reasoning capabilities of Large Language Models (LLMs) improve, building a simple AI Agent has become easier than ever before. Developers can combine a…
ServiceNow AI 推出 SyGra Studio：用於設計與視覺化「符號圖」的全新開源神經符號 AI 工具★ 75
Hugging Face Blog129 days agoNew ToolThe ServiceNow AI team recently launched a new open-source tool on Hugging Face called **SyGra Studio**. This tool is an interactive development environment…
Parallel 的 Web Search 與工具正式上線 Vercel AI Gateway★ 70
Vercel Changelog130 days agoReleaseVercel announced on February 4, 2026 that Parallel's Web Search and related tools have been officially integrated into Vercel AI Gateway. This update provides…
Parallel 正式加入 Vercel Agent Marketplace
Vercel Changelog130 days agoReleaseVercel's official Changelog announced that Parallel has officially joined the Vercel Agent Marketplace. As AI Agent technology rapidly advances, Vercel…
H Company 推出全新 Holo2-235B 模型，領跑 UI 元素定位領域★ 75
Hugging Face Blog131 days agoReleaseFrench AI startup H Company (formerly Holistic AI, founded by former Google DeepMind researchers) announced on the Hugging Face blog the launch of its new…
Vercel Toolbar 新增功能：可直接複製視覺上下文至 AI Agent
Vercel Changelog131 days agoReleaseVercel announced a practical new feature in its February 3, 2026 changelog aimed at improving frontend development and AI collaboration: the ability to copy…
Vercel Workflow 4.1 Beta 推出：導入事件溯源架構，大幅提升無伺服器工作流可靠性★ 70
Vercel Changelog131 days agoReleaseVercel officially announced the release of Vercel Workflow 4.1 Beta on February 3, 2026. The core of this update is a major architectural overhaul — the full…
使用內容協商（Content Negotiation）打造對 AI Agent 友善的網頁★ 80
Vercel Changelog131 days agoTutorialAs AI Agents (such as OpenAI GPTBot, ClaudeBot, Perplexity, and others) increasingly become the primary consumers of web content, making websites more friendly…
Import AI 443：走入迷霧：Moltbook、Agent 生態系與轉型中的網際網路★ 75
Import AI (Jack Clark)132 days agoCommentaryIn this edition of Import AI 443, author Jack Clark guides readers through a far-reaching trend already underway: the internet is transforming from…
Cubic 正式加入 Vercel Agents Marketplace
Vercel Changelog135 days agoNew ToolVercel's official Changelog announced that Cubic has officially joined the Vercel Agents Marketplace. The Vercel Agents Marketplace is an ecosystem launched by…
AssistLoop 正式加入 Vercel Agents 市集，為 AI Agent 引入人機協同機制
Vercel Changelog135 days agoReleaseVercel officially announced that AssistLoop, an AI collaboration platform focused on "Human-in-the-Loop (HITL)" mechanisms, has joined the Vercel Agents…
Hugging Face 推出 Daggr：用程式碼構建 AI 工作流，以視覺化介面直觀除錯★ 75
Hugging Face Blog137 days agoNew ToolHugging Face has officially launched a new tool called "Daggr," billed as a way to "chain apps programmatically, inspect visually." As large language model…
Vercel Agent 智慧調查功能正式支援 Slack：直接在對話框中排查部署問題
Vercel Changelog137 days agoReleaseVercel announced on January 28, 2026 that the "Investigations" feature of its built-in AI assistant tool, "Vercel Agent," has been officially integrated with…
管理能力將成為 AI 時代的終極超能力：如何在 AI Agent 的世界中脫穎而出★ 85
One Useful Thing (Mollick)138 days agoOpinionWharton School professor Ethan Mollick, in his latest article, points out that we are at an inflection point — shifting from "Copilot" collaboration to…
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…
釋放 GPT 開源模型的 Agentic RL 訓練潛力：LinkedIn 實務回顧與反思★ 75
Hugging Face Blog138 days agoCommentaryThis article, published on the Hugging Face blog and authored by the LinkedIn team, is a practical retrospective whose core subject is how to unlock "Agentic…
Vercel 推出 Skills v1.1.1：支援互動式探索、開源釋出與 AI Agent 整合★ 75
Vercel Changelog139 days agoReleaseVercel recently released a major update to its AI ecosystem with the launch of Skills v1.1.1. The core of this update is the official open-sourcing of the…
Vercel 推出 Agent Skills 常見問答：一文搞懂如何賦予 AI 代理執行任務的能力★ 75
Vercel Changelog139 days agoTutorialVercel has published a detailed Frequently Asked Questions (FAQ) guide covering "Agent Skills" — the core capability that empowers AI Agents. As AI…
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…
一鍵套用 Vercel Agent 的程式碼建議，大幅提升開發效率
Vercel Changelog144 days agoReleaseVercel has recently launched a new "one-click apply Vercel Agent code suggestions" feature within its platform. Vercel Agent, as an AI-assisted tool within the…