Anthropic 與 xAI 簽署 50 億美元 Colossus 算力合約，ARR 暴增 8000%★ 90
Latent Space38 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.)41 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…
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…
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 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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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 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…
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…
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)214 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)238 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 推出 402-mcp：支援在 MCP 中進行 x402 微付款★ 75
Vercel Changelog275 days agoReleaseVercel officially announced the launch of "402-mcp" in its Changelog — an important update that injects commercial capabilities into the Model Context Protocol…
Vercel 推出 x402-mcp：為 MCP 工具打造的開放式支付協議★ 75
Vercel Changelog275 days agoReleaseVercel has officially launched a new open protocol called "x402-mcp," designed to establish a standardized payment and billing mechanism for Model Context…
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)276 days agoOpinionUniversity of Pennsylvania Wharton School professor Ethan Mollick, in his latest article, compares the experience of collaborating with generative AI (such as…
MCP 的第二波浪潮：為 LLM 而建，而非為開發者★ 85
Vercel Changelog278 days agoOpinionWith Anthropic's introduction of the Model Context Protocol (MCP), the development paradigm for AI applications is undergoing a quiet revolution. In a recent…
MCP for Research：如何將 AI 連接到學術研究工具★ 75
Hugging Face Blog301 days agoTutorialAs the use of AI in academic research becomes increasingly widespread, enabling large language models (LLMs) to access the latest scientific literature in real…