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  • 01
    Researcher At Russian Plague Laboratory Dies of 'Unknown' Infection
    "Russian health authorities have taken precautionary measures in response to the death of a woman who worked at an anti-plague research facility," reports Axios, "but have not confirmed that she contracted plague." On Sept. 25, 28-year-old Daria Shipilova, who worked at an anti-plague research institute in Russia's Irkutsk region, broke a test tube containing the pneumonic plague pathogen, local reports said. Shipilova was admitted to a hospital on Sept. 29 with symptoms of severe pneumonia andEditorDavid
  • 02
    OpenAI's GPT-6 Astra Gets Frustrated Losing At StarCraft And Decides To Cheat Instead
    What happened when AI-created bots competed in the classic Blizzard videogame StarCraft? "Struggling to stay apace with its competitors, OpenAI's GPT-6 Astra apparently changed strategy mid-tournament and opted to cheat," Kotaku reports: StarSkirmish is an ongoing clash of AI developed bots in StarCraft: Brood War... Limited to playing as Protoss, each LLM is given an hour to develop a bot in C++, then have them build, harvest and fight on one of three maps... Yesterday, viewers watched as ClaudEditorDavid
  • 03
    How Python Will Test Adding Rust Into CPython
    Python's security developer-in-residence Seth Larson reports from this year's official core developer Python Language Summit: "No one said 'don't do this' last year". After testing the waters at PyCon US 2025, [software engineer] David Hewitt returned to the Python Language Summit asking what Python core developers want from Rust, along with proposed timelines, phases, and success criteria for how the Rust for CPython project might proceed and become a permanent fixture within the CPython projecEditorDavid
  • 04
    Radio Broadcasters Support America's 'AM Radio for Every Vehicle Act'
    Last month, the U.S. House passed the AM Radio for Every Vehicle Act, reports the Chicago Sun-Times. They call it "a bipartisan effort to require AM radio in new vehicles," adding that the bill now "awaits action in the Senate, where a companion measure has already garnered support, according to public records." Broadcasters said AM radio remains a critical source of information, offering news and weather alerts, particularly when cell networks and internet service are disrupted or unreliable...EditorDavid
  • 05
    Disney/Marvel's 'Avengers: Endgame' Beats 'Avatar' as Top-Grossing Film, 'Coyote vs Acme' #1 on Apple TV
    James Cameron's Avatar is no longer the highest-grossing movie in box office history. That honor now goes to the Disney/Marvel Studios film Avengers: Endgame. Variety explains: "Avatar" spent a decade as the biggest release ever until "Avengers: Endgame" overtook the record in 2019 during its initial run on the big screen. "Endgame" dropped to No. 2 on all-time charts in 2021 when "Avatar" returned to theaters in advance of 2021's "Avatar: The Way of Water." Five years later, and Earth's MightieEditorDavid
  • 06
    Particle Collider Experiment Recreates the Big Bang's Primordial Soup - and Finds Unexpected Pattern
    "Physicists smashed gold nuclei together at nearly the speed of light and found an unexpected pattern in the particles..." writes Live Science. "If confirmed, that pattern could help reveal how the hot soup of quarks and gluons that filled the universe in the first few microseconds after the Big Bang cooled and condensed into the protons and neutrons that make up ordinary matter today." In every collision, particles are flung out sideways; how hard they are flung, on average, varies slightly froEditorDavid
  • 07
    San Francisco's Car Crime Has Plunged. How Much Credit Does Flock Deserve?
    Car thefts in San Francisco are down almost 59% for the first eight months of 2026 compared with the same months in 2022, according to analysis of police department statistics by NPR's Planet Money — and car break-ins are down more than 82%. "San Francisco's law enforcement leaders tell us that greater use of surveillance technology — including a controversial, AI-powered license plate camera system made by Flock Safety — has been crucial to this drop in car crime." How much credit does Flock acEditorDavid
  • 08
    FSF Sponsors 'GNU Boot', a Libre, Ethical Replacement for Nonfree BIOS Or UEFI
    "Free your BIOS today!" urges the web page for GNU Boot, calling it "a 100% free software project aimed at replacing the nonfree boot software (like BIOS or UEFI) of computers with free boot software. GNU Boot is only a distribution: it reuses existing software projects like Coreboot, GRUB, SeaBIOS, etc. So it's not very different from 100% free GNU/Linux distributions like Trisquel or Guix. Last month the Free Software Foundation announced they'd fiscally sponsor the project: "The BIOS is a delEditorDavid
  • 09
    US Bank Regulator Sued Over Crypto Firm Charters by Community Bank Advocates
    A U.S. banking group just sued the government agency that issues America's federal bank charters, reports CoinDesk, "accusing it of exceeding its legal powers in granting national trust-bank status to crypto firms." The agency's move "creates a gaping hole in financial regulation," according to the lawsuit by The Independent Community Bankers of America, one of America's largest banking advocacy organizations. It argues the move will "perversely allow entities engaged in highly risky cryptocurreEditorDavid
  • 10
    Long-Time Slashdot Reader Announces New Open Source Web Browser 'Northstar'
    Long-time Slashdot reader Andreas(R) announces Northstar, a "minimalist" web browser written entirely from scratch in C — now available in version 1.0.11: One window, one page, one process — about 160,000 lines of original C, small enough for one person to read and audit end-to-end. It carries no upstream browser engine: no Gecko, no WebKit, no Blink. It is free software under the GNU General Public License, version 3 or later, and it runs on Linux, macOS and Windows... Compliance is not inheritEditorDavid
  • 11
    Three EU Officials Not Sold on Europe's Homegrown Alternative to Microsoft Teams
    Politico EU reports: The European Commission has rolled out an alternative to Microsoft Teams — but officials using it aren't impressed, with one describing the tool as "absolute shit." The Commission introduced Element Pro over the summer as a "sovereign back-up to Teams," according to an internal staff memo seen by POLITICO. The platform is intended to provide a fallback for Commission communications if U.S.-based Teams becomes unavailable.... But three officials have questioned why the CommisEditorDavid
  • 12
    This Virus Stole a Human Gene and Won't Let Go of It
    "Scientists have discovered a virus that is a tiny bit human, carrying a gene it stole from our ancestors about 100,000 years ago," writes the New York Times. "And this virus may be using our own gene to infect us." Phys.org explains that it's "both an important gene for brain function and a jumping gene capable of moving and inserting itself into genomes." BC200 is found only in humans and related primates and was discovered in the late 1980s as an abundant noncoding RNA in human neurons. AlthoEditorDavid
  • 13
    Physicists Identify 'Octupolar' Magnetism, With Implications for Quantum Technologies
    While most magnets have two poles (north and south, or positive and negative), recent advances in quantum mechanics have revealed an "octupolar order," writes Phys.org, where a pattern of particles in a crystalline structure "behaves as if it has eight magnetic poles rather than the familiar two." Now, a team led by quantum physicists at the University of Toronto has established a new method for observing quantum magnetic states using light to probe the atomic vibrations produced as electrons spEditorDavid
  • 14
    Surveillance Company Tells Cops It Wants to Add Facial Recognition to Flock Cameras
    404 Media reports: "We will not add facial recognition to our devices," Flock CEO Garrett Langley said in a recent video. But other, third-party companies are telling cops that they are willing to add facial recognition to data gathered by Flock cameras in order to "close that gap." A company called VIDIZMO is advertising the capability to export footage from FlockOS to its own platforms that do facial recognition, behavior prediction, and racial and gender analysis on live camera feeds. VIDIZMOEditorDavid
  • 15
    As 'Falcon Heavy' Launches, SpaceX Plans Dragon and Falcon 9 Phase Out As Starship Ramps Up
    Spaceflight Now reports: "A SpaceX Falcon Heavy rocket launched from Florida Thursday night on a classified mission for the National Reconnaissance Office, America's spy satellite agency... The NRO has previously flown payloads on 22 Falcon 9 rockets but this is the first time it has used the heavy-lift Falcon Heavy, which consists of three Falcon 9 boosters and an upper stage, topped by a payload fairing. The powerful rocket, which lifts off under the power of 27 Merlin 1D engines, was introducEditorDavid
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  • 01
    Under Autumn’s Spell (October 2026 Wallpapers Edition)
    October is just around the corner, which means it’s time for some new desktop wallpapers! Designed by the community for the community, they’re here to brighten your screens, and maybe spark some creativity along the way.hello@smashingmagazine.com (Cosima Mielke)
  • 02
    Stop Treating CSS Container Queries Like Traditional Media Queries
    Despite broad browser support, container queries remain surprisingly underused and frequently misunderstood. Let’s look at how they differ from media queries, when to reach for each, and how container queries help reusable components respond naturally to the contexts in which they appear. - CSS - Tools - Techniqueshello@smashingmagazine.com (Victor Ayomipo)
  • 03
    Building A UX ROI Case That Survives The Boardroom
    Strong UX ideas do not secure investment on their own. Through a worked example, Alex Williams breaks down how to define business value, calculate costs, test causality, and build a credible case for the return on a design initiative. - UX - Design - Businesshello@smashingmagazine.com (Alex Williams)
  • 04
    The Death Of The Button: Why The Best Interface Is No Interface
    TThe web is evolving beyond menus, forms, and endless clicks toward experiences shaped around human intent. For UX designers, understanding this shift means re-evaluating their role, moving from designing visible interfaces to guiding transparent, intent-driven AI experiences.hello@smashingmagazine.com (Carrie Webster)
  • 05
    The Many Faces Of September (2026 Wallpapers Edition)
    Could there be a better way to welcome the new month than with a new collection of desktop wallpapers? Whether you’re holding tightly onto summer or eagerly awaiting autumn, we’ve got some eye-catching designs to make your September just a bit more colorful. Enjoy!hello@smashingmagazine.com (Cosima Mielke)
  • 06
    Rethinking Data Visualisation: A UX Approach To Dashboards That Actually Drives Decisions
    Data visualisation sits at the intersection of two disciplines that rarely talk to each other: data and design. Meriem Benhabiles explores what changes when you bring structured UX thinking to dashboards and data presentations, from the questions you ask before opening any tool to the decisions that determine whether an insight actually lands.hello@smashingmagazine.com (Meriem Benhabiles)
  • 07
    Why Your Website Should Never Stop Changing
    Every website peaks on launch day and slowly drifts from there, not because it breaks, but because nobody has time to keep it current. Autonomous websites, continuously optimized by agents after launch, aim to change that. Pierre Burgy shares what they learned building for full website autonomy and the deeper design problem they uncovered along the way.hello@smashingmagazine.com (Pierre Burgy)
  • 08
    Timing Charts: A Blueprint For SMIL Animations
    Discover SMIL, the often-overlooked way to animate SVGs that works inside ` ` tags and can fully animate everything in an SVG without JavaScript.hello@smashingmagazine.com (Johan Grobler)
  • 09
    New EU Guidelines For AI Labelling
    New EU guidelines, why AI sparkles aren’t enough, when AI labels are required, and what the rules mean for AI-powered features and products.hello@smashingmagazine.com (Vitaly Friedman)
  • 10
    Building Tactile UX: Honoring Intentional Design With Lottie
    When tasked with building a highly interactive, tactile web experience, the architecture must serve the art direction. In this article, Alexey Kopytin explains their architectural rationale for building a digital stress-relief squeeze toy game using Lottie animations, DOM events, and distance-based math to maintain absolute control over their designers’ intentional motion.hello@smashingmagazine.com (Alexey Kopytin)
  • 11
    How Baseline Can Help You Ship Less JavaScript
    The gap between “you need a library for this” and “the browser does this” keeps closing. A practical guide to auditing your dependencies and finding what the web platform can now handle for you.hello@smashingmagazine.com (Jad Joubran)
  • 12
    Small Joys And Big Adventures (August 2026 Wallpapers Edition)
    Whether you’re enjoying some well-earned time off this August or are jumping headfirst into a new project, how about some new desktop wallpapers to accompany you on all those big and small adventures the month might bring? Well, we’ve got you covered!hello@smashingmagazine.com (Cosima Mielke)
  • 13
    The Bull And Bear Case For Digital Design In The Age Of AI
    As AI reshapes product design, it could give designers greater autonomy or expose the gaps that autonomy makes harder to hide. Exploring both the bull and bear cases, Andy Budd examines what happens when designers need less permission to act.hello@smashingmagazine.com (Andy Budd)
  • 14
    Thinking Outside The Box: Digital Design In The AI Era
    Many of the AI tools we interact with take the form of text boxes. But what if there was a different way to interact with AI? Oleksii Hrzhehorzhevskyi explores a different approach to creating a new AI assistant and how designers can navigate the field as AI continues to change it.hello@smashingmagazine.com (Oleksii Hrzhehorzhevskyi)
  • 15
    Weaponizing And Defending The React Flight Protocol: Deserialization Sinks In RSCs
    While React Server Components rely on the custom Flight protocol to stream interactive UIs, this same mechanism introduces powerful deserialization sinks that attackers can exploit. Durgesh Pawar breaks down the mechanics behind the CVSS 10.0 “React2Shell” vulnerability to show how protocol manipulation can lead to remote code execution.hello@smashingmagazine.com (Durgesh Pawar)
  • 16
    When It Makes Sense To “Block” The Main Thread
    The common rule of thumb is to never “block” the browser’s main thread when running JavaScript tasks. But is this a hard rule? Victor Ayomipo describes a use case he encountered involving a screenshot extension where he made an exception to the rule and decided that blocking the main thread was absolutely the right thing to do.hello@smashingmagazine.com (Victor Ayomipo)
  • 17
    No, People Don’t Want More AI In Their Life
    Many companies assume everyone craves new AI features. But the reality is that most people don't want more AI — at least not in the way most AI leaders envision it. Brought to you by Design Patterns For AI Interfaces , **friendly video courses on UX** and design patterns by Vitaly.hello@smashingmagazine.com (Vitaly Friedman)
  • 18
    From Kickoff To First Concept: How To Turn Brand Strategy Into Visual Direction
    The strongest visual concepts don’t start in Figma. They start with the right questions. Explore the pre-concept phase of brand identity design, where teams research brand context, uncover hidden assumptions with stakeholders, and turn shared direction into a visual foundation before a single concept is created.hello@smashingmagazine.com (Anastasia Sycheva)
  • 19
    Designing For Distressed Users: Why Mental Health Apps Shouldn’t Follow Every UI Fashion
    Many UI trends are designed to capture attention and signal innovation, but those goals often conflict with the needs of mental health apps: reducing cognitive strain, fostering trust, and providing a sense of refuge. Kat Homan introduces an evaluation framework that helps designers assess whether trendy visual and interaction patterns support or undermine the unique goals of mental health experiences.hello@smashingmagazine.com (Kat Homan)
  • 20
    Meet Kirki: WordPress’s First Visual Builder With An Infinite Canvas
    We have been building websites inside boxes for years on WordPress. Let’s take a closer look at [Kirki](https://kirki.com/), the first freeform visual builder with an infinite canvas, and explore how it redefines the experience with cleaner performance, full design freedom, and zero plugin dependency.hello@smashingmagazine.com (Zareen Tasnim)
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Solidot · 实时热榜

57分钟前更新
  • 01
    PS5 模拟器的开发取得突破
    当前一代游戏机的模拟器通常需要较长时间才能成熟，但 PS5 的模拟器仅仅几个月时间就让许多 PS5 游戏能在 PC 平台上可玩。SharpEmu 从 5 月的极早 Alpha 阶段到现在具备加载真实游戏 eboot.bin 文件、执行原生 CPU 指令以及部分处理 GPU 相关功能的能力。已有 10 款游戏被标记为可玩，其中包括简单 2D 游戏如 Tetris Forever，也有复杂 3D 大作如 Astro Bot 和 Demon’s Souls 重制版。另一款 PS5 模拟器 KytyPS5 也于上周发布了首个公开版本，它是 PS4 模拟器 Kyty 的扩展版，能启动 2D 游戏及部分 3D 游戏，包括使用虚幻引擎 4/5、Unity 以及自研引擎开发的作品。有 134 款游戏标记为可玩，但很多存在严重 bug。Edwards
  • 02
    二手 CPU 导致玩家被 Riot 封禁
    一名玩家购买了一个二手 CPU Ryzen 7 5800X3D，结果发现无法启动 Riot 工作室旗下的多款游戏，每次启动游戏就被踢出，在联络了 Riot 的客服之后才知道该 CPU 被列入了封禁黑名单，因为其前任主人有作弊行为。Riot 工作室旗下的所有游戏都受到影响，其中包括了 Valorant、League of Legends、Teamfight Tactics、Legends of Runeterra、2XKO 等。Riot 使用了内核级反作弊系统 Vanguard，它深度嵌入在 Windows 内核模式中。暂时不清楚 Riot 是如何唯一标识 CPU 的，CPU 会向操作系统报告硬件 ID，但该硬件 ID 不是唯一标识符，只是告诉操作系统其 CPU 型号。它可能是通过 CPU 运行产生的独特指纹标记 CPU，每个 CPU 在运行时候都会有微小的差异。Edwards
  • 03
    新加坡推出面向公务员的约会软件 FirstDate
    为了提高生育率，新加坡试点推出了为公务员牵线搭桥的约会应用 FirstDate。新加坡的总和生育率已降至每名女性生育 0.87 个孩子，而十年前这一数字为 1.24。政府最近成立了一个专门研究生育率下降问题的工作组，预计该作组将在 2027 年初发表研究结果。FirstDate 面向 21-35 岁的单身人士，目前仅向公务员开放，申请截止日期为 10 月 5 日。用户无需浏览海量的个人资料，而是填写一份关于兴趣、习惯、价值观和偏好的问卷。FirstDate 会在每个周期内（即双方互相接受并预计见面所需的时间）为用户推送一个匹配对象。每项匹配结果都包含匹配度评分、对方的简介和一段个人留言。该服务使用了 Gale-Shapley 稳定婚姻算法。有公务员认为该应用的一大优势可能是被诈骗的可能性较低。Edwards
  • 04
    猫与幸福感正相关
    根据发表在 PLOS One 期刊上的一项研究，猫的数量与幸福感正相关，一个国家的猫越多，其幸福感通常越高。但主要通过猫传播的弓形虫感染率与幸福感负相关，弓形虫感染率较高的国家的幸福指数通常较低。两个关系似乎矛盾，但也可能与卫生、经济条件相关联。研究分析了 93 个国家和地区的数据，幸福指数平均值为 5.72，每万人拥有猫数量的平均值为 989 只，其中中国的幸福指数为 5.97，略高于平均水平；每万人拥有猫的数量为 376 只，显著低于平均值，中国的弓形虫感染率与平均水平相当。研究作者提出，猫对幸福感的影响可能与经济因素有关。也就是随着收入水平的提高，公共卫生条件会得到改善，虽然猫的数量增加，但感染风险不会有相应的增加。Edwards
  • 05
    PS5 越狱取得突破
    由于索尼频繁更新 PS5 的固件，而大部分 PS5 越狱方法只针对特定固件版本的漏洞，因而这些越狱方法实用性相当有限。但情况在本周二发生了变化，名为 Relapse 的漏洞利用方法适用于最高固件版本 v13.6 的 PS5 游戏机，而 v13.6 是在今年 7 月释出的，意味着 PS5 只要不更新最新固件，就能成功越狱。Relapse 利用了 PS5 浏览器的一个已知的 WebKit 漏洞，提权获取内核的写入访问权限，安装 ELF 加载器去简化任意代码的运行。越狱后的 PS5 除了能备份游戏外还能运行模拟器以及 PS4 游戏的非官方 60 帧 MOD。Edwards
  • 06
    CNNIC 称中国生成式 AI 用户超 7 亿
    中国互联网络信息中心（CNNIC）发布了《生成式人工智能应用发展报告（2026）》，截至 2026 年上半年，我国生成式人工智能用户规模突破 7亿 人，普及率超 50%。76.0%的 用户表示自己会让生成式人工智能回答问题；使用生成式人工智能处理图片/视频、文本、工作总结/会议纪要/PPT的用户占比分别为 47.8%、37.6% 和 32.5%。数据显示，38.7%的网民近半年在网上购买过智能硬件设备。其中可穿戴设备和3C数码产品是我国网民接触智能硬件设备的首要入口。购买过智能可穿戴设备的网民比例为 20.2%；购买智能手机、平板电脑等3C数码产品的网民比例为18.2%。报告称，深度求索、月之暗面等本土企业先后发布多个万亿级参数开源大模型，全球主流大模型调用榜单上排名前六的模型全部来自中国团队。Edwards
  • 07
    新奥声称实现氢硼聚变反应突破
    新奥集团发表新闻稿，称其“玄龙-50U”装置实现氢硼聚变反应。新闻稿称：氢硼聚变具有无中子、燃料丰富易得、低成本等商业化优势，产物是氦（α粒子），但相对于氘氚聚变，反应温度及三乘积要求更高，反应条件更苛刻。本次新奥聚变团队通过高能中性束注入与射频波的协同，大幅提高了氢硼反应第一共振峰的非热平衡快质子份额，实现了大于 10^8/秒的氢硼聚变反应率，表明新奥氢硼聚变迈入燃烧等离子体相关实验阶段，是中国多路径聚变能发展的重大突破。来自全球多个国家科研院所与知名高校的十余位聚变权威专家就本次实验成果召开专题论证会，一致认为：本次实验实现了球形环装置中质子能谱及氢硼聚变反应产物α粒子的有效、可重复测量，探测方法可靠，可支撑氢硼聚变反应验证，是球形环氢硼聚变创新探索实践的里程碑突破，对全球磁约束氢硼反应的科学研究具有重要价值贡献。Edwards
  • 08
    美国佛蒙特州通过家庭电池储能网络应对气候变化
    过去几年极端气候频发，美国佛蒙特州每年都会因此发生十几次持续数小时的断电事故。当地电力公司 Green Mountain Power(GMP)记录到的 10 场最具有破坏性的飓风有 7 场发生在过去十年，造成了逾 2.25 亿美元的损失。为了应对气候变化导致的断电，该公司推出了分布式电池储能网络，向参与该网络的家庭出租两块电池，租期十年，每月费用为 55 美元。该州有超过 5,500 人参与了该家庭电池网络，半数家庭还安装了太阳能电池板。该项目目前提供约 110 MW 的电力，相当于一座中小型天然气发电厂的装机容量。美国其他州也有类似的电池储能网络。Edwards
  • 09
    500 光年外的一颗巨行星探测到水、甲烷和氨
    文学家团队借助韦伯望远镜在距地球 500 光年的巨行星 HATS-6 b 大气中探测到水、甲烷、氨，同时发现这颗行星温度可能比标准推算温度低得多。这是透射光谱技术第二次在系外行星大气中检出水汽之外的氨信号。由于氨这类含氮分子在较冷的巨行星中本应比在炽热类木星行星中更为丰富，这一发现支持了一个判断：围绕 M 型矮星运行的行星可能在化学上构成独特群体。HATS-6 b 体积大致相当于木星，每 3 天绕一颗体积小的低温红矮星公转一周。按现有认识，小恒星周围的气体尘埃盘既缺乏足够物质，也缺乏足够时间积聚出木星、土星级别的行星。目前人类已在太阳系外发现 6000 多颗行星，多数与太阳系内行星毫无相似之处。团队表示，弄清它们由什么构成、怎样形成，是判断其他星系是否与太阳系有共同起源的前提。Edwards
  • 10
    Windows 11 原生支持 Linux 容器
    微软宣布 WSL Containers GA，该工具为 Windows 11 开发者提供了一种通过 Windows Subsystem for Linux 构建、运行和部署 Linux 容器的内置方案。微软同时提供了容器管理工具 wslc.exe，GPU 支持、网络改进、健康检查、存储挂载、与 Microsoft Defender for Endpoint 和 Intune 的集成。微软还声称，当 Linux 环境访问存储在 Windows 中的文件时，性能最多可提升一倍。Edwards
  • 11
    日本人身高增长停滞
    日本人的身高在 1896～1996 年的 100 年间，男性增长约 14.6 厘米，女性增长了约 16 厘米。但 1990 年代之后升高增长日益乏力，相比下中韩平均身高则在快速增长。2019 年日本 19 岁男性平均身高约 172.1 厘米，女性约 158.5 厘米。韩国男性为 175.5 厘米，女性为 163.2 厘米，中国男性为 175.7 厘米，女性为 163.5 厘米。日本人口身高增长停滞有三种解释：其一是能量摄入减少，日本人均每日能量摄入量在 1995 年至 2023 年间缓慢下降并趋于停滞，中国和韩国的能量摄入则比日本高出约 760-800 千卡。其二是能量摄入问题可能对正在怀孕的女性产生影响，日本每 10 名新生儿中就有 1 人出生体重不足 2500 克，高于中韩。其三可能与婴幼儿时期的睡眠时长相关，日本婴儿（11.62 小时）显著低于中国（12.49小时）和韩国（11.9小时）。Edwards
  • 12
    日本老龄化达到 29.4%， 一人家庭比例首次超过 4 成
    日本总务省公布的 2025 年人口普查确定值显示，截至 2025 年 10 月 1 日，包含外国人在内的日本总人口为 122,972,528 人，较 2020 年的上次调查减少 3,173,571 人，降幅为 2.5%。自 2015 年的调查起连续3次负增长。65 岁以上人口在总人口中的占比（老龄化率）为 29.4%，创历史新高。较上次调查上升 0.9 个百分点。总人口中的日本人减少 3.5% 至 119,131,935 人，自 2010 年的调查起连续 4 次减少。居住在日本国内的外国人增加 39.8% 至 3,840,039 人，创历史新高。从国籍来看，越南和尼泊尔增幅显著。日本整体的家庭数量比上一次 2020 年调查增加了 149 万 4465 户，达到 5732 万 4619 户，创出有可比数据以来的新高。每户平均人数降至 2.10 人，降至最低水平。一人家庭达到 2368 万 9024 户，增加了 253 万 7982 户。其中增长最多的是 65 岁以上的老年人，占一人家庭总数的 34.4%。一人家庭中，男性有 24.6% 为 65 岁以上，女性有 44.7% 为 65 岁以上。一人家庭的比例达到 41.4%，首次超过4成。Edwards
  • 13
    夜空每年增亮 10%
    世界正日益城市化，夜空的亮度每年都在增加10%。全球八成的人口生活在受光污染影响的夜空之下，真正的黑暗日益稀缺，对大部分人而言正变得遥不可及。享受黑暗的意义不止于观星。黑夜本身就是一个独特的生态环境。人造光会干扰依靠月光导航的动物：无论是误将停车场当成大海而迷途的幼龟，还是绕着灯泡团团转的飞蛾，都深受其害。萤火虫和青​​蛙需要黑暗环境完成求偶仪式；候鸟常因大城市的强光照射而偏离迁徙路线。研究表明，光污染正在破坏植物与授粉昆虫之间的关系，改变树木的开花时节，扰乱包括人类在内的所有生物的昼夜节律。无论是室内的灯光，还是夜间透过窗户射入的光线，研究都证实我们需要黑暗环境休息、恢复体力和保持健康。大多数光污染源自彻夜长明的路灯、建筑物、停车场和运动场，但来自天空本身的光污染威胁也日益增加。地球轨道上的卫星越来越多。Edwards
  • 14
    FBI 与荷兰合作逮捕 ShinyHunters 组织领导成员
    FBI 与荷兰合作逮捕了疑似 ShinyHunters 组织领导成员、24 岁的 Pepijn van der Stap。他是在 9 月 16 日左右被捕的，发生在 ShinyHunters 入侵 FBI 招聘网站 apply.fbijobs.gov 纂改网页窃取逾 2TB 雇员数据之前——有一种解释是 ShinyHunters 组织的领导者换人了，该组织在新领导人的管理下变得更激进，并试图将入侵 FBI 的行动嫁祸给被捕的 van der Stap。van der Stap 曾使用化名 Umbreon，其头像就是宝可梦 Umbreon。入侵 FBI 的 ShinyHunters 黑客在纂改网页时植入了宝可梦 Umbreon 的 ASCII 艺术图。接管 ShinyHunters 的据称是约旦的少年黑客 Rey。Edwards
  • 15
    AMD CEO 苏姿丰成为清华经管学院顾问委员会委员
    据清华大学经济管理学院官方微信公号称，今年清华经管学院顾问委员会新增委员三人，新增接任委员五人。三位新增委员分别是黄仁勋、苏姿丰，以及瑞士百达集团高级管理合伙人百达铭（Marc Pictet）。五位新增接任委员分别是宝马集团董事长聂科维（Milan Nedeljković）、沃尔玛公司总裁兼首席执行官方威翰（John Furner）、可口可乐公司首席执行官柏瑞凯（Henrique Braun）、泛大西洋资本集团联席总裁、全球成长型股权投资负责人马丁·埃斯科瓦里（Martín Escobari），以及bp集团首席执行官梅格·奥尼尔（Meg O’Neill）。清华经管学院称，这五位接任委员所在公司的前任都曾是学院顾问委员会委员，因工作变动不再担任。清华经管学院现任顾问委员会主席为苹果董事会主席库克。马斯克（Elon Musk）、扎克伯格（Mark Zuckerberg）以及微软 CEO 纳德拉(Satya Nadella)都是委员。Edwards
  • 16
    加州禁止公职人员发行模因币
    加州州长 Gavin Newsom 签署了 AB 2409 法案，禁止加州公职人员发行模因币（memecoin），也禁止企业使用公职人员的肖像或形象发行模因币。这项新法规的背景是美国总统特朗普及第一夫人在正式上任前夕发行了自己的模因币，据报道百万购买特朗普模因币的投资者损失了 38 亿美元——模因币的币值与热度密切相关，因此币值波动巨大，最知名的模因币是狗币（Dogecoin）。Newsom 表示：“任何公职人员都不应利用其职位牟利——我们正在实施更强有力的保护措施，以确保此类事件不会在本州发生。”Edwards
  • 17
    中国 AI 智能体也会撒谎和欺骗
    和美国 AI 模型一样，中国公司的 AI 智能体也会撒谎和欺骗。在今年 3 月进行的一次商业招标实验中， 北航、北大、宁波诺丁汉和 360 AI 安全实验室的研究人员让多个智能体参与模拟客户合同的竞标，每个智能体都被告知其产品的功能及客户的需求，随后被要求进行报价。阿里巴巴 Qwen3-Max-Preview 模型 88% 的会话至少出现一次虚假陈述，DeepSeek-V3.2-Exp 模型的比例为 84%，月之暗面 Kimi-K2 模型为 88%。研究人员允许智能体在再次尝试前从之前的竞标轮中学习。研究显示，三款模型的欺骗行为增加了 12-20 个百分点。测试中包含的美国公司 AI 模型也产生了类似的结果。复旦大学研究人员在 2025 年 3 月报告称，一个由阿里巴巴Qwen2.5-72B-Instruct 模型驱动的 AI 系统在知道自己将被替换后，在未接到复制指令的情况下，在另一个计算环境中创建了自己的副本。对逾 200 份技术文件的分析发现，自 2025 年以来，至少有 20 项研究或评估记录了中国 AI 智能体表现出欺骗、自我复制及挑战边界等行为的案例。Edwards
  • 18
    八分之一癌症病例由感染引起
    根据本周发表在《The Lancet Oncology》期刊上的一项研究，全世界八分之一癌症病例由感染引起。研究发现，2024 年感染性病原体相关的新癌症病例有 230 万例，占到了总新癌症病例的 12%。其中幽门螺杆菌会增加胃癌风险，这种病菌导致了 76 万例新癌症病例，数量最多，主要集中在东亚地区。其次是人乳头瘤病毒（HPV）导致了近 75 万例新癌症病例，撒哈拉以南非洲地区最多，这种病毒与宫颈癌、与肛门癌、外阴癌、阴道癌、阴茎癌等相关。乙肝和丙肝病毒则与肝癌病例相关。Epstein-Barr 病毒导致了 26 万例癌症病例，该病毒会导致鼻咽癌、胃癌以及霍奇金淋巴瘤。Edwards
  • 19
    NVIDIA 中国开发者日｜直击物理 AI、开源大模型与智能体前沿，重磅演讲内容上线
    2026 NVIDIA 中国开发者日持续开放注册中！ 时间地点：10 月 15-16 日 苏州 重磅主论坛：解锁物理世界 AI 与开源模型新范式 10 月 16 日上午主论坛，两大重磅主题演讲+行业圆桌，直击当前 AI 核心技术命题。 Cosmos 与世界模型 — 构建理解物理世界的 AI 刘洺堉｜NVIDIA Cosmos Lab 副总裁 NVIDIA 与开源 AI 生态赋能开发者 Bryan Catanzaro｜NVIDIA 应用深度学习研究方向（ADLR）副总裁 行业圆桌 — 从开放到可控：开源 AI 技术栈的 Harness 实践 NVIDIA 技术高管 & Dify & vLLM & 阶跃星辰等 2026 NVIDIA 黑客松总决赛颁奖仪式（揭晓年度最具潜力开发者创新项目） 四大技术分论坛，吃透一线工程落地难点 10 月 16 日下午同步开设四大技术专场 ▶ 分论坛一｜大语言模型训练与推理专场 聚焦 MoE 高性能实现、大模型大规模训练解析、KV Cache 压缩、智能体推理基础设施加速。 ▶ 分论坛二｜开源模型与运行时专场 围绕全模态模型、智能体 AI 规模化服务、NVIDIA 推理开源生态展开。 ▶ 分论坛三｜物理 AI 与机器人专场 Cosmos 世界模型、Isaac Lab 3.0 仿真、GR00T 端侧部署集中亮相。 ▶ 分论坛四｜AI 基础设施专场 深入下一代 AI 工厂、KV Cache 卸载、NIXL、DOCA 智能体安全基础设施。 参会指南 1. 报名链接：https://www.nvidia.cn/developer-day/?ncid=partn-270555 2. 点击 “立即注册”，输入邮箱注册或登录 NVIDIA 账户，勾选感兴趣的议程和论坛场次，提交参会申请。 3. 等待邮件和短信审核确认。请将 nvidia.com 加入邮箱白名单，避免通知被拦截。 4. 凭确认通知到场参会。 注：大会席位有限，报名不一定获得参会资格，请以官方审核确认邮件为准。imest
  • 20
    10月15日 2026 NVIDIA 创业企业半程展示精彩议程揭秘
    时间地点：10 月 15 日 苏州 亮点预告：NVIDIA 技术前沿分享、30 余家科创企业路演及展区展示、多维资源对接、Build-a-Claw 互动专区交流体验等。imest
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  • 01
    Constraints that make developers faster
    Ryan chats with Julien Verlaguet, CEO at Skip Labs, about finding the balance between human tolerance and tooling constraints, the spectrum of typed programming languages, and building cost-effective tooling for AI agents.Phoebe Sajor
  • 02
    A look back before we look forward: A Developer Survey retrospective
    This analysis compares the 2024 and 2025 Developer Survey data across three connected stories: the evolution of AI, humans at work, and demographics and community.Erin Yepis
  • 03
    Organizations need decision-grade knowledge. AI makes it urgent.
    AI can make the first part remarkably fast. It can find the page, the discussion and the person who might know. The harder work begins when those sources disagree, or when they become stale.Alex Lato, Peter O'Connor
  • 04
    Anyone can start building verified knowledge with Stack Internal
    Stack Internal transforms your daily work into a living memory that’s shared with the rest of your team. Now anyone can create and share their knowledge in a Stack Internal workspace for free by visiting stackinternal.com.Caroline Thomas
  • 05
    Getting ready for 2026 results: A look back on Developer Survey findings
    Erin Yepis
  • 06
    Your phone is AI’s newest hardware
    Ryan sits down with Div Garg, CEO at AGI Inc., to talk about running AI agents entirely on mobile devices, optimizing models for edge computing chips, and building safety mechanisms into autonomous app interactions.Phoebe Sajor
  • 07
    Why model versioning is not enough for production AI
    An MLOps workflow for evaluating deploying and rolling back AI applicationsSilu Panda
  • 08
    Is Your “Human-in-the-Loop” Actually Slowing You Down? Here’s What We Learned
    Kavin Xavier
  • 09
    Professional skepticism is a dev’s best skill
    Ryan chats with David Burns, Head of Developer Advocacy and Open Source at BrowserStack, about the value of professional skepticism in an AI-driven world, applying test-driven development to agentic engineering, and why fixing flaky tests comes down to managing application state.Phoebe Sajor
  • 10
    Multiplayer AI: Why your team (and its agents) need a group chat
    Ryan chats with the GM of Slack, Rob Seaman, about how their new Code Channels feature is bringing multiplayer AI to your team chats.Ryan Donovan
  • 11
    Haters think AI agents can't write GPU code? This'll ROCm
    Ryan chats with Anush Elangovan, VP of Software at AMD, about ROCm's open-source unified toolchain for GPUs, how agentic AI is drastically lowering the barrier to entry for low-level hardware programming, and the rapid convergence of software and hardware development timelines.Phoebe Sajor
  • 12
    The AI magic words
    Ryan sits down with Tim O'Reilly, founder and CEO at O'Reilly Media, to talk about the role of books as user interfaces to knowledge, the power of "magic words" to extract better outputs from AI, and why human taste is becoming highly valuable as knowledge becomes a commodity.Phoebe Sajor
  • 13
    From better privacy to our new ChatGPT plugin, here's what's new on Stack Overflow for Agents
    We've learned a lot in the last three months since launching Stack Overflow for Agents, our API-first knowledge exchange for agents. Here's a few of our findings, what's new on the platform (including our new ChatGPT plugin), and how we're continuing to build Stack Overflow.Phoebe Sajor, David Gibson
  • 14
    AI, JD, and other letters of the law
    Ryan chats with Kevin Frazier, director of the AI Innovation and Law program at the University of Texas School of Law, about the legal and social impacts of data centers, the realities of workforce disruption, and regulating AI for child safety using existing consumer protection laws.Phoebe Sajor
  • 15
    AI cybersecurity is a cat and mouse game
    Ryan chats with Sam Curry, CSO at Zscaler, about where human intelligence sits in the new security landscape with AI, why shifting security protections closer to applications helps limit probes for vulnerabilities, and why building more resilient code infrastructure is the best way to address the vulnerabilities AI does discover.Phoebe Sajor
  • 16
    (Re)introducing Developer Story
    For the past few years, we’ve been looking at ways to bring a little more of the individual developer back to Stack.Philippe Beaudette
  • 17
    Java’s age is its AI superpower
    Ryan welcomes Markus Eisele to the program to talk about why your coding agent should be writing Java.Ryan Donovan
  • 18
    Scaling your money safely with AI
    Ryan chats with Srini Venkatesan, CTO at PayPal, about validating AI-generated deterministic code for security, developing autonomous SDLC harnesses with iterative feedback loops, and creating a seamless headless checkout experience.
  • 19
    How to build a secure-by-default AI coding agent
    Ryan chats with Greg Jennings, VP of Engineering for AI Products at Anaconda, about what it takes to build a secure-by-default AI coding agent, why prompts shouldn't be treated as strict security guardrails, and how Anaconda is using strategic acquisitions to secure the AI software supply chain.Phoebe Sajor
  • 20
    Elevating security, control, and accessibility: Stack Internal 2026.6
    In our 2026.6 release, we are shipping updates across administrative security, programmatic API control, developer portal integrations, and platform-wide accessibility—ensuring both your engineers and your AI agents act on verified, decision-grade knowledge.Carrie Koos
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