2026 Vercel AI Accelerator 成果回顧：引領下一代 AI 應用與 Agent 開發浪潮
Vercel Changelog47 days agoBusinessVercel recently published a comprehensive retrospective on its 2026 AI Accelerator program. The program is designed to provide technical support, funding, and…
解讀當前開源與閉源 AI 模型的性能差距：超越單一評估指標的迷思★ 75
Interconnects (Nathan L.)55 days agoOpinionIn today's AI landscape, the performance gap between open-weights models (such as Meta's Llama family) and closed-source models (such as OpenAI's GPT and…
Zo Computer 如何在 Vercel 上將 AI 可靠性提升 20 倍★ 75
Vercel Changelog58 days agoBusinessIn the current wave of AI application development, the "instability" of large language models (LLMs) has been one of the biggest pain points for developers —…
Vercel AI Gateway 正式支援 Claude 4.7 Opus 模型★ 75
Vercel Changelog59 days agoReleaseVercel announced in its Changelog that its AI Gateway service now officially supports Claude 4.7 Opus, the latest flagship large language model released by…
預測 2026 年年中：我對開源 AI 模型的幾點賭注與開閉源差距分析★ 75
Interconnects (Nathan L.)60 days agoOpinionIn this forward-looking article on the state of AI in mid-2026, Interconnects founder Nathan Lambert takes a deep dive into the dynamic gap between open-weight…
Claude 神話與對開源權重模型無謂的恐慌★ 75
Interconnects (Nathan L.)66 days agoOpinionIn this opinion piece published in Interconnects, prominent AI policy and technology critic Nathan Lambert delivers a sharp critique of the excessive panic…
Vercel AI Gateway 正式支援 Claude 4.6 Opus Fast Mode (快速模式)★ 75
Vercel Changelog68 days agoReleaseVercel published an update announcing that its AI Gateway service now officially supports "Fast Mode" for Anthropic's latest flagship model, Claude 4.6 Opus…
用 Nuxt 構建 MCP 伺服器：Vercel 宣布支援 Nuxt 部署 MCP 生態系★ 75
Vercel Changelog73 days agoReleaseVercel's official Changelog recently announced formal support for building MCP (Model Context Protocol) servers using the Nuxt framework, along with a…
Claude Dispatch 與介面的力量：AI 能力已足夠，但我們還缺少好工具★ 80
One Useful Thing (Mollick)75 days agoOpinionWharton School professor Ethan Mollick, in his latest article "Claude Dispatch and the Power of Interfaces," puts forward a central thesis: what we currently…
FLORA 如何利用 Vercel AI 技術棧構建並發布創意 AI Agent
Vercel Changelog75 days agoReleaseThis is an official Vercel technical case study detailing how a creative AI agent called "FLORA" successfully launched using Vercel's AI technology stack. As…
Vercel 倡導「負責任地開發 Agent」：構建安全、可控且高效 AI Agent 的最佳實踐★ 75
Vercel Changelog76 days agoOpinionWith the explosion of AI Agent technology, developers are shifting from building simple "chat interfaces" to constructing Agent systems capable of autonomously…
Vercel 推出 AI Gateway 統一報告功能：一站式掌握所有 AI 支出與使用量★ 75
Vercel Changelog81 days agoReleaseVercel announced in its Changelog the launch of "Unified Reporting" for AI Gateway, aimed at solving the cost tracking and usage monitoring challenges that…
SERHANT. 的快速 AI 迭代指南：如何利用 Vercel 加速房地產 AI 應用開發★ 75
Vercel Changelog83 days agoOpinionIn an era of rapidly evolving AI technology, how quickly a company can translate AI concepts into tangible business value has become a key competitive…
無需向量嵌入（Embeddings）：如何用 Vercel 構建知識型 AI Agent★ 75
Vercel Changelog87 days agoTutorial### Why Move Away from Vector Embeddings? In the past, building a knowledge-based AI Agent capable of answering domain-specific questions — a…
Vercel Chat SDK 迎來 Agent 支援：輕鬆為用戶打造互動式 AI 代理體驗★ 80
Vercel Changelog87 days agoReleaseVercel recently rolled out a major update to its AI SDK — specifically the Chat SDK — aimed at lowering the barrier for developers to build and deploy AI…
GPT 5.4 對 Codex 是一大步（但作者為何仍選擇 Claude）★ 80
Interconnects (Nathan L.)88 days agoCommentaryIn this article from the well-known AI commentary blog Interconnects, author Nathan L. analyzes GPT 5.4, focusing specifically on the significant changes it…
Vercel 推出適用於 AI 程式碼代理（Coding Agents）的全新插件★ 80
Vercel Changelog89 days agoReleaseVercel officially announced the release of a new plugin designed specifically for AI coding agents. With the growing adoption of AI code generation tools (such…
Vercel 正式支援部署 LiteLLM 伺服器：一鍵託管多模型統一 API 閘道★ 75
Vercel Changelog90 days agoReleaseVercel has officially announced support for deploying and hosting LiteLLM servers. LiteLLM is a highly popular open-source LLM proxy and API gateway tool in…
事情的輪廓：我們目前所處的 AI 階段與未來展望 (The Shape of the Thing)★ 85
One Useful Thing (Mollick)94 days agoOpinionWharton School professor Ethan Mollick, in his latest article "The Shape of the Thing," sketches out a clear picture of the current state of AI technological…
Vercel AI SDK 新增 WhatsApp 轉接器支援，輕鬆構建 WhatsApp AI 機器人★ 72
Vercel Changelog95 days agoReleaseVercel announced in its Changelog that the AI SDK has officially added WhatsApp Adapter support. This update is a significant convenience for developers…
Vercel Chat SDK 推出 Adapter 目錄，大幅簡化多模型與服務整合
Vercel Changelog96 days agoReleaseVercel has recently launched a brand-new "Adapter Directory" for its widely popular AI development kit "Chat SDK" (also known as the Vercel AI SDK). As…
Dean Ball 談開源模型與政府控制：Anthropic 訴戰爭部案如何影響開源 AI 的未來★ 75
Interconnects (Nathan L.)100 days agoCommentaryIn this column published in Interconnects, author Nathan Lambert cites the latest observations from policy expert Dean Ball on the high-profile "Anthropic v…
Vercel v0 API 現在支援自訂 MCP 伺服器★ 80
Vercel Changelog100 days agoReleaseVercel's official Changelog has announced that the API for v0 — its popular AI web and UI generation tool — now officially supports custom Model Context…
Vercel 宣布支援 MCP 應用，簡化 Model Context Protocol 伺服器部署流程★ 80
Vercel Changelog102 days agoReleaseVercel officially announced support for MCP (Model Context Protocol) applications on its platform. The Model Context Protocol is an open-source standard…
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…