Building a real-time power outage map with Next.js on Vercel
Vercel Changelog24 days agoTutorialBased on the title, this Vercel post appears to be a practical Next.js case study. It focuses on building a real-time or near-real-time power outage map and deploying it on Vercel. The source content was not provided, so data sources, map providers, architecture, and performance claims cannot be assumed.
From Jailbreaking to Vibe Hacking: AI Security Shifts to "Psychocybersecurity"
INSIDE 硬塞 AI24 days agoEthicsAI security is shifting from technical jailbreaks to "Vibe Hacking," where attackers use social engineering and psychological tactics to manipulate an LLM's simulated persona. By exploiting the model's behavioral tendencies rather than code vulnerabilities, this trend establishes "psychocybersecurity" as a critical new frontier for AI alignment and safety.
Harness, Scaffold, and the AI Agent Terms Worth Getting Right★ 75
Hugging Face Blog24 days agoTutorialHugging Face has published a comprehensive glossary of AI agent terminology to resolve industry-wide confusion. The guide focuses on defining critical concepts such as "scaffold" (the code wrapping the LLM) and "harness" (the evaluation and execution environment). This standardization helps developers and researchers communicate more precisely when building and benchmarking agentic systems.
Datasette 1.0a30 Released with Extensible "Jump to" Menu
Simon Willison's Weblog24 days agoReleaseDatasette 1.0a30 has been released, featuring a new customizable "Jump to..." menu accessible via the "/" shortcut. The menu allows users to quickly filter and navigate to databases, tables, and debug options. Developers can extend this menu with custom items using the new jump_items_sql() plugin hook.
datasette-agent 0.1a4: Start Agent Chats Instantly via the "/" Jump Menu
Simon Willison's Weblog24 days agoNew ToolSimon Willison released datasette-agent 0.1a4, leveraging the new makeJumpSections() JS plugin hook in Datasette 1.0a30. Users can now press "/" from any page to open the "Jump to" menu and instantly access a "Start a new agent chat" input box. This update streamlines database interactions, allowing users to trigger agent-led data analysis seamlessly.
Everyone is navigating AI security in real time — even Google★ 70
TechCrunch AI25 days agoCommentaryAs AI adoption accelerates, organizations worldwide—including Google—are finding themselves in a transitional phase, forced to address AI security vulnerabilities in real time. Traditional cybersecurity frameworks are proving insufficient against novel threats like prompt injection and model poisoning. This shifting landscape requires continuous adaptation and a fundamental rethink of how AI systems are secured.
datasette-fixtures 0.1a0 Released
Simon Willison's Weblog25 days agoReleaseSimon Willison announced the release of datasette-fixtures 0.1a0, a new plugin designed to simplify plugin testing. It utilizes the new `datasette.fixtures.populate_fixture_database(conn)` helper introduced in Datasette 1.0a30. Developers can quickly test this functionality using `uvx` to generate mock database tables and retrieve sample JSON data without a full manual installation.
Armin Ronacher on the Frustration of AI-Generated "Slop" GitHub Issues★ 72
Simon Willison's Weblog25 days agoCommentaryFlask creator Armin Ronacher highlights a frustrating trend where users submit GitHub issues reworded by AI. These reports often present highly confident but inaccurate root-cause guesswork, fake minimal reproductions, and irrelevant error logs. Ronacher advocates for returning to simple, human-observed facts: what command was run, what was expected, what actually happened, and the exact logs.
Building Pi with Pi
Hacker News (AI keywords)25 days agoOpinionIn this personal blog post, Armin Ronacher — creator of Flask and prominent Python/OSS contributor — explores the concept of building an open-source AI tool or agent named Pi by leveraging Pi itself. The 'pi-oss' URL slug suggests the piece centers on open-source themes. The self-referential title implies a bootstrapping or dogfooding narrative common in developer tooling essays.
Recreating a 1980s Retro Game with Claude: Simon Willison's "Mad House"
Simon Willison's Weblog25 days agoNew ToolSimon Willison leveraged Claude to convert a 1983 BASIC game called "Mad House" from a free Usborne PDF into a modern web app. By prompting Claude to generate a mobile-friendly, retro-styled vanilla JavaScript Artifact, he successfully revived the classic Commodore 64-era game with a green-on-black terminal aesthetic, showcasing LLMs' utility in software preservation and rapid prototyping.
DeepSeek Reasonix: Native Coding Agent Focused on Caching and Low Cost
Hacker News (AI keywords)25 days agoNew ToolThe source title points to DeepSeek Reasonix, described as a native coding agent for the DeepSeek ecosystem. Its stated emphasis is high caching and low cost, suggesting a design aimed at reducing repeated inference expense during coding workflows. With no article body available, details such as features, benchmarks, pricing, supported IDEs, licensing, or availability cannot be confirmed.
Hackers are learning to exploit chatbot ‘personalities’ for security exploits★ 72
The Verge AI25 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.
深入理解 HTML <dl> 標籤：你可能不知道的描述列表實用特性
Simon Willison's Weblog26 days agoTutorialWell-known developer Simon Willison recently shared several key and practical web-standard insights about the HTML `<dl>` (Description List) tag that he…
Elon Musk 已放棄（地球上的）太陽能：xAI 全力投入天然氣，SpaceX 則迷戀軌道數據中心
TechCrunch AI26 days agoCommentaryThis report indicates that tech billionaire Elon Musk appears to have abandoned the "terrestrial solar energy economy" vision he once heavily promoted. This…
蘇姿丰行程剛結束，黃仁勳今日再度訪台直奔南港發表專題演講★ 70
INSIDE 硬塞 AI26 days agoBusinessNVIDIA CEO Jensen Huang visited Taiwan again today. Shortly before his arrival, AMD Chair and CEO Lisa Su had just concluded her own visit to Taiwan, and…
Anthropic 營收爆發成長！傳估值直逼 1 兆美元，挑戰全球最貴 AI 新創寶座★ 85
INSIDE 硬塞 AI26 days agoBusinessAccording to the latest reports, AI startup Anthropic has seen explosive revenue growth and is actively engaged in negotiations for a new funding round…
[AINews] 所有模型實驗室都已轉型為 Agent 實驗室★ 78
Latent Space26 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…
邁向光速文本生成：NVIDIA Nemotron-Labs 推出擴散語言模型 (Diffusion Language Models)★ 75
Hugging Face Blog26 days agoReleaseTraditional large language models (such as GPT, Claude, and others) all use an "autoregressive" mechanism — that is, they must predict the next token based on…
AI 被用來重建已故飛行員的駕駛艙錄音，迫使 NTSB 暫時關閉資料庫★ 75
TechCrunch AI27 days agoIncidentThis is a major privacy and security incident triggered by a breakthrough in AI technology. When the National Transportation Safety Board (NTSB) investigates…
Firefox Bug 1950764: Work Around Crash on Intel Raptor Lake CPU
Hacker News (AI keywords)27 days agoIncidentMozilla's Firefox team has committed a patch addressing a crash reproducible on Intel Raptor Lake CPUs, tracked as Bug 1950764. The fix is framed as a workaround rather than a root-cause resolution, suggesting the underlying issue originates outside Firefox's direct control — likely in hardware microcode, drivers, or OS scheduling. Raptor Lake systems have a documented history of instability stemming from Intel's hybrid core architecture and errata.
pydantic-monty investigation
Simon Willison's Weblog27 days agoCommentarySimon Willison revisited pydantic-monty, a sandboxed subset of Python implemented in Rust. He asked Claude Code to inspect the most recent release, following his earlier exploration a few months ago. The key finding is that limits for execution duration, memory, allocations, and recursion depth all appear to behave as advertised.
AI 搶佔晶圓產能！高頻寬記憶體（HBM）擠壓效應正推升消費性電子與平價手機價格★ 75
Simon Willison's Weblog27 days agoBusinessWell-known tech blogger Simon Willison recently shared and recommended an article by David Oks that provides an in-depth analysis of how the AI boom is…
Google AI 搜尋出現大漏洞！搜尋「disregard」竟讓 AI 忽視指令並吐出聊天機器人預設回覆
The Verge AI27 days agoIncidentGoogle's AI search feature, "AI Overviews," was recently found by users on the social platform X to have a rather absurd system vulnerability. When a user…
美國政府緊急應對：網友利用 AI 模擬罹難飛行員聲音，規避法律限制★ 75
Ars Technica AI27 days agoIncidentThis controversy stems from strict U.S. legal restrictions on aviation accident investigation data. Under federal law, the National Transportation Safety Board…
科技巨頭 CEO 拒絕出席，川普突取消 AI 安全測試行政命令簽署儀式並稱其「阻礙創新」★ 75
Ars Technica AI27 days agoBusinessAccording to a report by Ars Technica, U.S. President Donald Trump abruptly canceled an official event that had been scheduled for the signing of an executive…
你現在無法在 Google 搜尋「disregard」這個單字了：AI 更新導致搜尋介面崩潰★ 75
TechCrunch AI27 days agoIncidentAccording to a TechCrunch report, following a recent AI feature update to Google Search, a baffling system bug emerged: users can now cause the entire Google…
實測 Google 的 AI 眼鏡：搭載 Gemini 的 Android XR 雛形已接近完成★ 75
TechCrunch AI27 days agoReleaseGoogle recently demonstrated its prototype Android XR smart glasses to the media — a device designed to deeply integrate AI into the user's everyday field of…
專業化勝過規模：大多數 AI 採購決策忽略的關鍵戰略變數★ 75
Hugging Face Blog27 days agoOpinionIn the current wave of enterprise AI adoption, most decision-makers fall into the "scale myth" when making AI procurement decisions — the belief that the…
三星半導體員工達成協議：今年可望獲得平均 34 萬美元的巨額獎金
The Verge AI27 days agoBusinessAccording to the latest reports from foreign media, South Korean tech giant Samsung Electronics has reached a preliminary settlement agreement with employees…
川普政府斥資 20 億美元入股 9 家量子運算公司，IBM 獲 10 億建立美國首座量子晶片代工廠★ 75
INSIDE 硬塞 AI27 days agoBusinessThe U.S. government recently announced that it will allocate $2 billion under the CHIPS and Science Act to directly invest in and fund nine domestic quantum…