5 分鐘回顧 LLM 的過去半年：PyCon US 2026 閃電講精華★ 75
Simon Willison's Weblog70 days agoCommentarySimon Willison delivered a 5-minute lightning talk at PyCon US 2026, which he compiled into an illustrated record using his presentation tool, recapping the…
在 Vercel Sandbox 中運行 Claude 託管型 Agent★ 80
Vercel Changelog70 days agoReleaseThe official Vercel Changelog announced that developers can now run Claude Managed Agents directly in Vercel Sandbox (sandbox environment). As AI Agents —…
Hugging Face 與 IBM 聯合推出 Open Agent Leaderboard：開源 AI 智能體效能評測全新基準★ 80
Hugging Face Blog71 days agoReleaseHugging Face and IBM Research have jointly announced the launch of the "Open Agent Leaderboard," aimed at establishing an objective, standardized, and fully…
Anthropic 的 15 億美元著作權和解案陷入混亂，法官因律師費爭議延後批准★ 85
Ars Technica AI73 days agoBusinessA historic class-action copyright lawsuit against AI startup Anthropic had reached a settlement agreement of up to $1.5 billion USD (approximately NT$48…
Claude Code 產品主管談使用限制、透明度與「精簡測試架構」：我們沒有宏偉的計劃，而這正是刻意為之★ 80
Ars Technica AI74 days agoOpinionAnthropic's command-line AI coding assistant Claude Code has sparked heated discussion in the developer community since its launch. Recently, Cat Wu, the…
Simon Willison 推出由 Claude 協助打造的線上 QR Code 產生器
Simon Willison's Weblog74 days agoNew ToolWell-known tech blogger and developer Simon Willison has published a brand new online "QR Code generator" tool. This tool was developed entirely with the…
[AINews] Coding Agent 崛起：Codex 勢頭再起與 Claude 限制程式化使用額度★ 75
Latent Space75 days agoCommentaryOn an otherwise quiet day in AI news, Latent Space has turned its focus to the core area developers care most about: the long-term development trends of AI…
[AINews] 微調的終結？探討 Fine-tuning 在大模型時代的未來與轉變★ 75
Latent Space76 days agoOpinionAs AI technology continues to iterate at a rapid pace, the developer community is confronting a profound rethinking of the question: "Is fine-tuning heading…
Vercel AI Gateway 現已支援 Opus 4.7 的「快速模式」(Fast Mode)★ 75
Vercel Changelog77 days agoReleaseVercel announced in its official Changelog that its AI Gateway service now officially supports "Fast Mode" for the Opus 4.7 model. Vercel AI Gateway is an API…
Vercel 推出 AI Gateway 生產環境指標，提升 LLM 監控與效能分析★ 70
Vercel Changelog77 days agoReleaseVercel recently released an update to its Changelog regarding "AI Gateway production index" metrics. As enterprises and developers push an increasing number of…
Superset 如何在 Vercel 上構建 AI Agent 專屬的 IDE
Vercel Changelog79 days agoCommentaryAs AI agents rise to prominence, traditional code editors can no longer meet developers' needs for debugging, observing, and orchestrating agents. Superset is…
Anthropic 年成長達 10 倍，與其他科技巨頭裁員超過 10% 形成強烈對比★ 75
Latent Space80 days agoBusinessIn the current technology industry and broader economic environment, an extreme and striking "dual-track" divergence (dichotomy) is playing out. On one hand…
Anthropic 與 xAI 簽署 50 億美元 Colossus 算力合約，ARR 暴增 8000%★ 90
Latent Space82 days agoBusinessThis is a heavyweight partnership that has shaken the AI industry. According to the latest report from Latent Space, AI unicorn Anthropic has reached an…
蒸餾恐慌：為什麼將「知識蒸餾」稱為安全攻擊是極其糟糕的趨勢★ 75
Interconnects (Nathan L.)85 days agoOpinionIn the field of machine learning, "knowledge distillation" is a well-established technique that generally refers to using the output data generated by a…
2026 Vercel AI Accelerator 成果回顧：引領下一代 AI 應用與 Agent 開發浪潮
Vercel Changelog91 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.)99 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 Changelog102 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 Changelog103 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.)104 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.)109 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 Changelog112 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 Changelog117 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)118 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 Changelog119 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 Changelog120 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 Changelog125 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 Changelog127 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 Changelog131 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 Changelog131 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.)132 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…