風投公司 Andreessen Horowitz（a16z）正在籌建“Horowitz Andreessen Academy”，將其定位為年輕人創辦或加入矽谷初創公司的輸送管道。該專案由 a16z 領投 4200 萬美元，首批合作伙伴包括 Anduril、Anthropic、Coinbase、Google、Meta、NVIDIA、OpenAI、Palantir、Replit 和 Stripe，計劃於 2027 年秋季啟動首個免費一年制專案，僅招收 50 名學生，主要面向應屆高中畢業生。學院不授予學位或認證，學生將參加由 Sam Altman 等科技人物主講的短期課程，並在科技公司進行 co-op 實踐；校方承諾不設傳統成績、考試或作業，同時提供超過 5 萬美元算力額度和 5000 美元差旅研究預算。學生需搬到舊金山並自行解決住房。

Anthropic 推出 Claude Opus 5.5，這是 CEO 達里奧·阿莫代伊提出“放慢前沿”計劃後釋出的首個模型，重點加強了針對沙箱逃逸等風險行為的防護，並將部分網路安全和生物學請求轉交給能力較弱的模型處理。

Databricks 系統表可近即時地按產品、SQL 倉庫和標籤拆解成本。本文介紹五個 SQL 查詢：每日產品支出、倉庫成本趨勢、基於標籤的成本歸因、14 天異常檢測，以及 AI 驅動的支出預測，並說明注意事項和儀表板落地方式。

特朗普在聯合國大會演講中宣稱，美國現在“正式”把人工智慧（AI）改稱為“超級智慧”，理由是他認為“人工”一詞讓智慧顯得虛假。此番表態與他對伊朗、“全球主義者”和跨性別者的抨擊出現在同一場講話中，目前並無證據顯示存在相應的官方更名程式。

Databricks 宣佈 Genie One MCP 伺服器正式全面可用。它讓任意 AI 智慧體透過統一介面，從 Genie One 獲取結構化與非結構化資料、洞察和答案，並以 Genie Ontology 的受治理業務上下文為基礎。該 MCP 現已作為 Unity Gateway 中的託管 MCP 服務提供，支援集中治理、細粒度策略和審計日誌。

Databricks 釋出 Genie One MCP，把 Genie Ontology 的受治理業務上下文透過 MCP 開放給 ChatGPT、Claude、Microsoft Copilot 以及各類編碼智慧體，讓它們在獲批定義、可信資料關係和使用者許可權約束下回答業務問題。

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：The following article originally appeared on Venkatesh Rao’s Substack, Contraptions, and is being republished here with the author’s permission. The sole athletic achievement of my life came in 1993: winning the IIT Bombay freshman 50m freestyle race with a time of 41s. That got me into the college swim team (it was a bad recruitment […]

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯： Release: llm-typesafe 0.1a0 I built this new plugin for LLM to add support for TypeSafe AI's new Jev model. Install it like this: llm install llm-typesafe Then set an API key (get one here, the waitlist seems to move pretty fast): llm keys set typesafe # Paste key And now you can ask yes/no "noul" questions like this: llm -m jev 'Please refund my last payment.' \ -s 'Does this message explicitly request a refund?' Output: {"type": "noul", "noul": 0.99} Or choice questions like this: cat message.txt | llm -m jev \ -s 'Which team should handle this message? If billing and technical issues both occur, choose billing.' \ -o answer_type choice \ -o criteria '{ "billing":"Charges, invoices, payments, or refunds", "technical":"Problems installing or using the product…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Reactiv used Amazon Bedrock AgentCore to build a multi-agent AI Scheduler that autonomously refreshes Shopify merchants' mobile apps on a schedule, reducing merchant configuration time by 80% and getting to production 33% faster.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Concurrency sweeps help you right-size a generative AI endpoint on Amazon SageMaker AI by systematically benchmarking it at increasing load levels. This post walks through deploying a model, running automated concurrency sweeps with the CreateAIBenchmarkJob API, and using the results to make data-driven capacity decisions about fleet size.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：In about four weeks, Trane Technologies built an AI-powered agentic solution on Amazon Bedrock AgentCore that reduced a 20-minute, multi-screen building diagnostic workflow to a 20-second natural language interaction, a 60x improvement in time-to-insight. This post shares the architectural approach and key design decisions behind the solution.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Discussion | Link

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Learn how Tata Elxsi built IRIS, a real-time industrial safety platform on AWS. IRIS filters camera video at the edge, streams metadata through Amazon Kinesis, runs computer vision on Amazon SageMaker AI, and correlates detections into high-confidence alerts, detecting unsafe conditions in seconds instead of minutes.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Public sector agencies process large volumes of unstructured evidence, such as body camera footage and scanned documents. This post shows how to combine Amazon Bedrock Data Automation with the Model Context Protocol (MCP) to turn that data into structured insights and surface them through natural language queries in Salesforce Agentforce.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Discussion | Link

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Have you ever read a paper in Science or Nature and thought, “Man, that research was so cool. I wish I could try that method on my own data”—only to spend a week wrestling with someone else’s undocumented repo, broken dependencies, and half-finished readme.txt? Well, now you can, more or less. Say hello to Paper2Agent, a new open-source framework that transforms academic reports into interactive AI agents you can talk to. Give it a paper along with the accompanying codebase, data or other supplementary material, and the system automatically extracts the core workflows, then spins up a tested, runnable toolkit that you can use on your own datasets. The concept may sound a little like Google’s NotebookLM (now called Gemini Notebook), which lets you upload documen…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Alongside warnings about its ability to destroy humanity, artificial intelligence is also hailed for its potential to revolutionise health treatment. Just how far can it take us? Her name was June. June would be the last month she ever knew. I remember the way her bed made her so small, swallowed her up in the middle of the room, turned as it was to face the window. With her liver failing, her skin was a ghostly apricot. June – I called her Nan – had been stalked by the king of terrors, the emperor of all maladies: cancer. That son of a bitch. Continue reading...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：The former UK deputy prime minister is a board member of the UK-based company and owns 917,000 shares Nick Clegg could make approximately $40m (£30m) from the planned float of Nscale as the UK-based datacentre company prepares for a US stock market listing. The former UK deputy prime minister owns more than 917,000 shares in the startup, which is reportedly seeking a valuation of up to $35bn in a flotation. Based on Clegg’s stake of 0.12%, that could yield a valuation of about $42m for the ex-Liberal Democrat party leader. Continue reading...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Every AI agent is only as good as the context it is grounded in. Ask an agent a question...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Podcast #19

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：António Guterres says humanity faces unprecedented convergence of threats but mechanisms for collective action are under growing strain The world’s fault lines have turned from cracks into canyons as superpowers show that they alone do not have the military, economic and technological power to guarantee security, or solve the world’s problems, the outgoing secretary general of the United Nations has said in his final address to the general assembly. In a speech laced with despair but also glimpses of defiant hope, António Guterres warned that over the last decade, largely spanning his eight-year period in office “wars erupted with devastating consequences and dragged on with despicable cruelty. Civilians were targeted. Human rights trampled. Hunger weaponised.…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Donald Trump and Xi Jinping will meet each other next week, but it’s unlikely they’ll agree to AI regulation Hello, and welcome to TechScape. I’m your host, Blake Montgomery, US tech editor at the Guardian, writing to you while reading and disagreeing with Jenny Odell’s 2019 book How to Do Nothing. I’m pro-screen time. Today in tech, we’re discussing the upcoming meeting between Donald Trump and Xi Jinping, in which AI will likely feature prominently. Continue reading...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：A new AI control system lets MIT’s tiny flying robot move with insect-like agility, boosting its speed by about 450 percent and allowing it to pull off 10 somersaults in 11 seconds. The technology could eventually enable miniature robots to search earthquake rubble and navigate dangerous spaces that conventional drones cannot reach.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Discussion | Link

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：This article is brought to you by CoolIT. Beyond 250 kW a server rack can no longer be cooled by a hybrid approach of liquid and air. At this density a 70/30 liquid-air split leaves 75 kW of air load. The air cooling system needed to move it brings cost and complexity few operators will accept. The answer is near-total heat capture. Liquid takes effectively all the heat, air falls below 1 percent of the load, allowing the server to run fanless. CoolIT builds these loops today from modular coldplate blocks proven across six generations of fanless designs. Processor thermal design power (TDP) keeps climbing generation over generation. This rising heat load is now cascading into the memory, networking, storage, and power components that once ran comfortably on air…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：As animal behaviorists increasingly use AI in their research, they grapple with how to wield the technology responsibly I’m sitting in a small boat in Shark Bay, Australia, eavesdropping on a conversation between some of Earth’s most intelligent beings. The motor is off, the turquoise sea is glassy, and Stephanie King and I are motionless, transfixed by the whistles, clicks and squeezy, whirring noises made by the dolphins swimming below us. If anyone could tell me what these big-brained social mammals are saying, it would be her. Based at the University of Bristol, she co-leads Shark Bay Dolphin Research, one of the longest-running wild dolphin research projects in the world. She has spent thousands of hours watching and listening to this population. Continue…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：To build and deploy sophisticated robotics applications that can perceive, reason and act in dynamic environments, developers need new physical AI models and tools. The ROS open framework is a project from Open Robotics that helps humans build robots. NVIDIA Isaac ROS 5.0 — a collection of GPU-accelerated packages built on ROS, released today at […]

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：In this article, you will learn what embedding drift is, why it matters for production large language models, and how to implement two practical techniques...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：GPT‑6 Astra allowed Parallel’s agents to research and synthesize labor-market data in half the time and at half the cost vs. prior models.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Discussion | Link