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.)98 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…
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.)103 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…
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…
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…
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…
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)138 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 Changelog139 days agoReleaseVercel announced in its Changelog that the AI SDK has officially added WhatsApp Adapter support. This update is a significant convenience for developers…
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.)144 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 釋出指南：利用 Vercel AI SDK 輕鬆構建 Slack AI Agent★ 70
Vercel Changelog147 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.)154 days agoCommentaryAnthropic recently published research on "distillation attacks," defining the practice of external developers using its API outputs to train other models as a…
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)160 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.)160 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…
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.)169 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 發表全新 v0：從 UI 生成進化為全端應用開發的 AI 助手★ 85
Vercel Changelog175 days agoReleaseVercel officially unveiled a new generation of its "v0" web generation platform, marking a new milestone in Generative UI technology. Previously, v0 was…
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 Changelog182 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…
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)190 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…
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)201 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…
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 Blog231 days agoReleaseAs large language models (LLMs) are deployed across a wide range of industries, ensuring the "factuality" of model outputs and reducing "hallucination" has…
Vercel 揭秘：我們如何打造 v0 iOS 行動應用程式★ 80
Vercel Changelog246 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…
給你的 AI 一場面試：如何評估與測試 AI 的真實工作能力★ 80
One Useful Thing (Mollick)258 days agoOpinionAs AI tools (such as ChatGPT, Claude, and others) become more prevalent in the workplace, we are increasingly relying on them for decision-making advice…
2025 年末 AI 實用指南：Ethan Mollick 的主觀使用建議★ 85
One Useful Thing (Mollick)281 days agoTutorialWharton School professor Ethan Mollick has put together a highly personal and practical operating guide for the AI landscape of late 2025. He emphasizes that…
Vercel 宣布與 Anthropic 合作，引進 Claude 4.5 Sonnet 驅動智慧程式碼代理人★ 80
Vercel Changelog302 days agoReleaseVercel has officially announced a new partnership with AI leader Anthropic, deeply integrating Anthropic's Claude 4.5 Sonnet model into the Vercel development…
VibeGame：探索「氛圍編碼」（Vibe Coding）遊戲的全新可能★ 75
Hugging Face Blog302 days agoRelease"Vibe Coding" is one of the hottest topics in the AI world right now (popularized by figures like former Tesla AI Director Andrej Karpathy). It refers to a…
什麼是「氛圍編碼」(Vibe Coding)？你必須知道的 AI 開發新典範★ 85
Vercel Changelog313 days agoOpinion"Vibe Coding" is one of the hottest new buzzwords in the AI and software development world from late 2024 into 2025. The concept was popularized by figures…
與魔法師共事：在參差不齊的技術前沿驗證 AI 的魔力★ 85
One Useful Thing (Mollick)319 days agoOpinionUniversity of Pennsylvania Wharton School professor Ethan Mollick, in his latest article, compares the experience of collaborating with generative AI (such as…
使用 Claude 與 Hugging Face 產生圖片：透過 MCP 協定無縫整合★ 85
Hugging Face Blog343 days agoNew ToolThe Hugging Face official blog has announced an exciting new integration: through Anthropic's Model Context Protocol (MCP), users can now generate images…
Vercel 解析三種 AI 機器人流量及其應對策略★ 75
Vercel Changelog349 days agoTutorialAs generative AI becomes increasingly widespread, website administrators and developers are confronting an entirely new category of traffic: AI bots. In a…
在 Vercel 上部署：迎來新一代 AI 輔助軟體開發浪潮
Vercel Changelog361 days agoCommentaryAgainst the backdrop of rapid AI adoption, the definition of software and the development process are undergoing fundamental transformation. Through the theme…
回到未來：Hugging Face 推出 FutureBench 評估 AI Agent 的未來事件預測能力★ 75
Hugging Face Blog376 days agoRelease### What is FutureBench? As large language models (LLMs) and AI agents have rapidly advanced, traditional static benchmarks (such as MMLU and GSM8K) face a…