Choosing to Stay Human★ 74
One Useful Thing (Mollick)19 days agoCommentaryEthan Mollick warns that frictionless AI use can produce hollow writing, weaken learning, and encourage cognitive surrender. He contrasts poor uses of ChatGPT that shortcut effort with tutor-like AI systems that improve learning by pushing students to think. The core argument is not to reject AI, but to intentionally decide which tasks to offload and which human capabilities to preserve.
Hackers are learning to exploit chatbot ‘personalities’ for security exploits★ 72
The Verge AI21 days agoEthicsAs AI chatbots adopt increasingly sophisticated personas, hackers are shifting from basic prompt injections to social engineering attacks targeting these "personalities." Researchers warn that manipulating a chatbot's defined role (e.g., customer service or empathetic companion) makes it easier to bypass safety guardrails. This evolution poses a significant threat to agentic AI workflows that rely on consistent role-playing and external data integration.
[AINews] 所有模型實驗室都已轉型為 Agent 實驗室★ 78
Latent Space22 days agoCommentaryThis AINews feature from Latent Space argues that the AI industry is undergoing a profound transformation — "all the model labs are now agent labs." Over the…
Elon Musk 與 Sam Altman 爭奪 OpenAI 控制權訴訟案最新進展整理★ 85
The Verge AI23 days agoBusinessThe legal battle between Tesla founder Elon Musk and OpenAI CEO Sam Altman is entering a pivotal trial phase, with the outcome potentially set to fundamentally…
Datasette Agent: An Extensible AI Assistant for Datasette★ 70
Simon Willison's Weblog24 days agoNew ToolSimon Willison announced the first release of Datasette Agent, merging his 'llm' Python library with Datasette. The tool provides a conversational interface to query SQLite databases, with plugin support for generating charts and running code in sandboxes. It runs efficiently on lightweight models like Gemini 3.1 Flash-Lite and supports local open-weight models via LM Studio.
OpenAI GPT-next 僅花費不到 1,000 美元，便證偽了高達 80 年歷史的 Erdős 平面單位距離猜想★ 90
Latent Space24 days agoReleaseA historic and landmark breakthrough has arrived at the intersection of artificial intelligence and mathematics. According to Latent Space, OpenAI's…
Google 於 I/O 大會發布 Gemini 3.5 Flash：全面整合至旗下產品，但 API 價格顯著調漲★ 85
Simon Willison's Weblog25 days agoReleaseGoogle officially unveiled Gemini 3.5 Flash at its 2026 I/O conference. Unlike previous launches, this new model skipped the `-preview` stage and went directly…
Google 的 SynthID AI 水印技術獲 OpenAI、NVIDIA 等巨頭採用★ 85
Ars Technica AI26 days agoBusinessAs generative AI technology advances at a breakneck pace, AI-generated text, images, audio, and video have reached a point where they are nearly…
5 分鐘回顧 LLM 的過去半年：PyCon US 2026 閃電講精華★ 75
Simon Willison's Weblog26 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…
內部人士透露：OpenAI 對 Apple 糟糕的 ChatGPT 整合感到「被坑了」，法官下令 Apple 須向馬斯克提供機密交易訊息★ 75
Ars Technica AI30 days agoBusinessThis incident reveals the tensions in the partnership between tech giant Apple and AI frontrunner OpenAI. According to the latest court order, a judge has…
[AINews] 微調的終結？探討 Fine-tuning 在大模型時代的未來與轉變★ 75
Latent Space32 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…
OpenAI 推出 GPT-Realtime-2、GPT-Translate 與 GPT-Whisper：全新 SOTA 即時語音 API★ 85
Latent Space37 days agoReleaseOpenAI has continued to expand the reach of its GPT-5 technology, officially launching three new voice and audio APIs: GPT-Realtime-2, GPT-Translate, and…
OpenAI 物理學家 Alex Lupsasca 專訪：GPT-5.x 如何在理論物理與量子重力領域推導出全新研究成果 (Doing Vibe Physics)★ 85
Latent Space39 days agoCommentaryThis interview records an in-depth conversation between OpenAI theoretical physicist Alex Lupsasca and Latent Space, centered on how GPT-5.x — OpenAI's…
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…
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…
未來的預兆：GPT-5.5 與 AI 指數型成長的下一步★ 85
One Useful Thing (Mollick)52 days agoCommentaryWharton School professor Ethan Mollick, writing in his well-known newsletter "One Useful Thing," has published a profound analysis of GPT-5.5. He describes…
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…
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…
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…
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 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…
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…
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 發表全新 v0：從 UI 生成進化為全端應用開發的 AI 助手★ 85
Vercel Changelog131 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 Changelog138 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)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…