損耗性自我提升：為什麼 AI 自我改進是真的，但不會導致「急遽暴漲」★ 75
Interconnects (Nathan L.)129 days agoOpinionThis article takes a deep dive into one of the most contentious topics in artificial intelligence: AI "self-improvement" and whether it will trigger a "fast…
兩家新創公司如何不編制 DevOps 團隊，成功擴展至全球規模
Vercel Changelog132 days agoBusinessAs cloud technology and managed platforms have evolved, the architectural choices available to startups in their early stages are vastly different from what…
GPT 5.4 對 Codex 是一大步（但作者為何仍選擇 Claude）★ 80
Interconnects (Nathan L.)133 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…
3600 億個 Token、300 萬名客戶、6 位工程師：Vercel 揭露極簡 AI 團隊的超高槓桿方程式★ 75
Vercel Changelog133 days agoBusinessVercel recently published a remarkable official blog post titled "360 billion tokens, 3 million customers, 6 engineers," detailing how its AI team has managed…
Hugging Face 開源生態報告：2026 春季版★ 85
Hugging Face Blog134 days agoCommentaryHugging Face has published its Spring 2026 "State of Open Source AI" report, offering a comprehensive review of the explosive growth and paradigm shifts that…
Google DeepMind 推出評估 AGI 進程的「認知框架」，並同步舉辦 Kaggle 黑客松打造全新評估標準★ 85
Google DeepMind Blog134 days agoReleaseAs large language models (LLMs) advance rapidly, traditional AI evaluation benchmarks (such as MMLU, GSM8K, and others) are quickly facing the twin challenges…
Vercel 宣布更新服務條款 (Terms of Service)
Vercel Changelog134 days agoBusinessVercel officially published a brief announcement on March 17, 2026 regarding "Updates to Terms of Service." While the Changelog has yet to provide a detailed…
開源模型的下一階段：工業化時代下的市場、能力與生態應對★ 80
Interconnects (Nathan L.)135 days agoOpinionThis article, from Nathan Lambert's well-known AI newsletter Interconnects, offers a deep examination of the critical turning point that open-source language…
認識 2026 Vercel AI 加速器入選團隊
Vercel Changelog135 days agoBusinessVercel has officially announced the latest cohort of its "Vercel AI Accelerator" program for 2026. This initiative is a dedicated accelerator program…
ImportAI 449：LLM 訓練 LLM、72B 分散式訓練、為什麼電腦視覺比文本生成更難？以及 AI 是否會引發政治過渡期？★ 75
Import AI (Jack Clark)135 days agoCommentaryThis issue of Import AI (No. 449) dives deep into several core frontier topics in the current AI landscape, spanning technical breakthroughs and broad…
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)139 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 Changelog140 days agoReleaseVercel announced in its Changelog that the AI SDK has officially added WhatsApp Adapter support. This update is a significant convenience for developers…
從遊戲到生物學與超越：AlphaGo 影響力的十週年回顧★ 75
Google DeepMind Blog142 days agoCommentaryIn March 2016, Google DeepMind's AlphaGo faced legendary Go player Lee Sedol in a historic match in Seoul, ultimately winning 4 to 1. The match not only…
Import AI 448：AI 研發趨勢、ByteDance 的 CUDA 寫作 Agent、衛星邊緣 AI 與 AI 戰爭的未來★ 75
Import AI (Jack Clark)142 days agoCommentaryThis issue of Import AI 448, written by Jack Clark, takes a deep dive into the latest developments in AI R&D, automated hardware optimization, and the…
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.)145 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…
Stripe 正式登陸 Vercel Marketplace 與 v0，輕鬆為 AI 生成網頁加入支付功能★ 75
Vercel Changelog146 days agoReleaseVercel has officially announced that Stripe, the world's leading online payment platform, is now Generally Available on both Vercel Marketplace and its AI web…
Vercel 推出全新 Stripe 整合方案：數分鐘內將創意轉化為安全的結帳流程
Vercel Changelog146 days agoNew ToolVercel's official blog has announced a deeper integration with online payment giant Stripe, aimed at helping developers, solopreneurs, and entrepreneurs…
Google 推出 Gemini 3.1 Flash-Lite：專為大規模智慧應用打造，史上最快且最具成本效益的 Gemini 3 模型★ 78
Google DeepMind Blog148 days agoReleaseGoogle DeepMind has officially released Gemini 3.1 Flash-Lite, the fastest and most cost-efficient version within its latest generation Gemini 3 series of…
最新開放模型彙整 (#19)：Qwen 3.5、GLM 5、MiniMax 2.5 —— 中國實驗室的最新前沿突破★ 82
Interconnects (Nathan L.)148 days agoReleaseThis is Issue #19 of the "Latest Open Artifacts" column by well-known AI industry analyst Nathan Lambert, opening with "Welcome to the year of the horse!" It…
Vercel 釋出指南：利用 Vercel AI SDK 輕鬆構建 Slack AI Agent★ 70
Vercel Changelog148 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…
Import AI 447：AGI 經濟學、用生成式遊戲測試 AI，以及 Agent 生態學的興起★ 75
Import AI (Jack Clark)149 days agoOpinionIn this edition of Import AI 447, Jack Clark takes readers on a deep exploration of the social and technological transformations that artificial general…
Avalara 如何利用 v0 將空想轉化為申請中的專利產品
Vercel Changelog151 days agoBusinessThis case study examines how Avalara, a global leader in tax compliance solutions, used "v0" — Vercel's AI-assisted UI generation tool — to transform its…
Vercel 經驗分享：如何利用 AI Agent 擴展社群規模，同時保有「人情味」
Vercel Changelog152 days agoOpinionAs AI Agent technology rapidly proliferates, many businesses and development teams have begun experimenting with AI to automate community management and…
Google DeepMind 推出 Nano Banana 2：結合 Pro 級功能與閃電般速度的全新圖像生成模型★ 70
Google DeepMind Blog153 days agoReleaseGoogle DeepMind has officially released its latest image generation model, "Nano Banana 2." The core breakthrough of this model lies in its successful…
OpenEvidence 如何利用 Vercel 打造讓醫生真正信賴的醫療 AI 系統
Vercel Changelog154 days agoBusinessIn the medical field, AI "hallucinations" and uncertainty are the biggest barriers to widespread adoption. When making clinical decisions, doctors need…
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.)155 days agoCommentaryAnthropic recently published research on "distillation attacks," defining the practice of external developers using its API outputs to train other models as a…
如何為 Seedream 5.0 撰寫 Prompt：掌握多步驟推理與範例編輯的新一代影像生成技術★ 75
Replicate Blog156 days agoTutorialReplicate recently published a prompt-writing guide for the new image generation model Seedream 5.0. Seedream 5.0 introduces three revolutionary features to…
Import AI 446：核能 LLM、中國大型 AI 基準測試、AI 評估與政策★ 75
Import AI (Jack Clark)156 days agoCommentaryIn this edition of Import AI 446, author Jack Clark explores three highly forward-looking and interconnected topics in current AI development: Nuclear LLMs…
GGML 與 llama.cpp 正式加入 Hugging Face，攜手保障本地端 AI 的長期發展★ 95
Hugging Face Blog160 days agoBusinessA historic milestone has arrived in the open-source AI world: GGML and llama.cpp — the open-source projects founded by Georgi Gerganov that laid the…
Google DeepMind 發表 Gemini 3.1 Pro：專為複雜任務打造的更智慧模型★ 85
Google DeepMind Blog160 days agoReleaseGoogle DeepMind officially released a brand-new model today (February 19, 2026): "Gemini 3.1 Pro." According to the initial official disclosure, the core…