早报｜触屏MacBook Pro发布，发光logo回归/Gemini 4 Carbon发布，超越Opus 5.5/马斯克招寿司厨师，每天需能站立10小时
💻22999 元起，触屏 MacBook Pro 发布，发光 logo 回归
🧠Google 发布 Gemini 4 Carbon，超越 Opus 5.5
📈微软 Azure 营收增长 48%，Windows 设备业务下滑 22%
💾SK 海力士单季营收首破 100 万亿韩元，预计内存供不应求持续至 2030 年
🔎Google 云收入翻倍，Alphabet 单季自由现金流净流出 90.65 亿美元
💳韩国就应用内支付限制处罚 Google、苹果，罚款分别为 429 亿和 208.1 亿韩元
🏢Marvell 洽购光通信厂商 Lumentum，最快下周宣布交易
🧠OpenAI 拟采购 Google TPU，已招聘工程师适配前沿模型
🤝纽约州签署 AI 陪伴新法，禁止向未成年人提供拟人化关系功能
✨仰望行政旗舰定名「鼎曜」，计划 11 月初在中东亮相
🚀SpaceXSI 招寿司厨师：时薪最高 35 美元，每天需能站立 10 小时
🤖宇树与红杉中国成立「杉宇·创计划」，投资机器人早期项目
🌐《影之刃零》发售前准备约 5GB 补丁，制作人回顾二十年创作历程
🧠豆包回应「15 万群演资料喂给大模型」：项目数据不用于训练字节模型
💼抖音治理 AI 恶意营销，近一个月处置 50.7 万个违规账号
🏢AA 智能指数换题：六成权重来自私有测试
📊长鑫科技纳入上证综指，以 4.67% 权重居首
📱IDC：vivo 位居 600 美元以上高端市场安卓阵营第一
🏢亚马逊：工程师考核应看业务成果，Token 用量只作参考
💼大众拟将中国研发技术推向海外，2030 年前先进入南美
🏢摩尔线程单季扣非转盈，前三季度经营现金流净流出 33.09 亿元
📊宇树上市首份财报：前三季度净利增长，第三季度净利下降 17.37%
💡Dario Amodei：程序员的编码工作将先被 AI 取代
🧠Claude 企业版推出智能报告，按工作成果拆解 AI 开支
📱华为发布 Pura 90 Plus 与畅享 100 系列，手机、耳机和路由器一同更新
🪄23.98 万元起，2026 款理想 i6 补上零重力座椅和电动前备箱
✨iQOO 发布 Neo12 和 8.8 英寸小平板，均配主动风冷
🔎1099 美元起，Google 与 XREAL 发布首款 Android XR 有线眼镜 AURA
💻豆包工作升级电脑操作，Mac 锁屏后可继续执行任务
💾M5 Ultra Mac Studio 开放 512GB 内存配置预订，升级内存需 15500 美元
🪄百灵开放 Ling-3.1 基础权重，面向继续训练与领域适配
🎬雷鸟 iO+ 预告双目全彩显示，采用玳瑁镜框设计
✨索尼发布 LYTIA 720：暗光噪点减半，支持全像素对焦 4K HDR 视频
🧰即梦短剧工作室上线，剧本、角色和分镜可在同一项目流转
📱WorkBuddy 官宣上线远程控制，手机可实时查看并接管电脑桌面
🎮《幻兽帕鲁》开发商愿谈 Switch 2 移植，尚无版本官宣
⌚极米记得眼镜和手环开售，599 元起记录并整理个人记忆
🚀《无人深空》登陆 iPhone 和 iPad，太空快递与惊悚更新同步上线
🏷️央视财经：华强北二手手机价格坚挺，99 新机型成抢手货
🛍️明治巧克力百年展将展出 40 位漫画家新作，《芙莉莲》《城市猎人》参与
💻99 元小米遥控器被用来语音写代码，第三方工具打通电脑输入
👀《黄蜂》主演梅兰妮·林斯基将出演澳洲毒蘑菇案限定剧
🎬暴雪把艾泽拉斯拍成自然纪录片，比尔·贝利化身矮人探险家
22999 元起，触屏 MacBook Pro 发布，发光 logo 回归
今天，苹果发布配备 PROLED XDR 显示屏的新款 MacBook Pro，提供 14 英寸和 16 英寸机型，首次将触控屏与灵动岛引入 Mac，搭载 M5 Pro 或 M5 Max 芯片。
A 面的发光 Apple logo 也随新设计回归。
两款机型采用双层串联 OLED 面板，屏幕尺寸分别为 14.2 英寸和 16.3 英寸。苹果公布的 HDR 与 SDR 峰值亮度均最高达 2000 尼特，对比度为 1000 万比 1，支持 10Hz 至 120Hz ProMotion 自适应刷新率，并覆盖 P3 和 Adobe RGB 色域；另可选配纳米纹理玻璃。
机身同步减重，14 英寸和 16 英寸机型分别约重 1.38 千克、1.82 千克，较前代分别减轻约 220 克、320 克。
配置最高可选 128GB 统一内存和 16TB 存储，苹果标称电池续航最长 24 小时；接口保留 3 个雷雳 5、HDMI、SDXC 卡槽、MagSafe 和耳机插孔，支持 Wi-Fi 7 与蓝牙 6。
国行起售价分别为：
- 14 英寸 M5 Pro：22999 元；16 英寸 M5 Pro：27999 元。
- 14 英寸 M5 Max：36999 元；16 英寸 M5 Max：38999 元。
🔗 相关阅读：顶配 11.26 万！触屏 MacBook Pro 终于来了，乔布斯可能有话说
Google 发布 Gemini 4 Carbon，超越 Opus 5.5
Google DeepMind 发布新一代旗舰模型 Gemini 4 Carbon，距 Gemini 4 Argon 推出约两周。在独立评测机构 Artificial Analysis 最新的 Intelligence Index v5.0 中，Carbon（High）以 59 分位居榜首，高于 Claude Opus 5.5（Max）的 58 分。
此次升级重点是长程编程与网络安全。谷歌表示，内部团队已让 Carbon 连续运行数天，在大型代码库及底层系统中追查并修复隐蔽缺陷；模型遇到失败路径后，能够继续尝试其他解决方案。
在谷歌公布的网络安全评测中，Carbon 在发现真实软件漏洞的 SEC-bench Pro 上获得 88.2%，在验证漏洞可利用性的 ExploitGym 上获得 54.8%，在生成根因修复方案的 CWE-bench 上获得 71.0%。这三项成绩均在未启用安全防护限制的条件下测得。
Carbon 将从本周起向部分网络安全防御机构开放，再通过 Fairwind Program 逐步扩展至更多可信合作伙伴。谷歌正参与美国政府的模型发布前自愿测试，开发者、企业和普通消费者的普遍开放时间尚未公布。
模型初期定价与 Argon 相同，每百万输入 Token 为 2 美元、输出为 10 美元；优惠期结束后分别为 4 美元和 20 美元。
微软 Azure 营收增长 48%，Windows 设备业务下滑 22%
微软公布截至 9 月 30 日的 2027 财年第一季度业绩：营收 922.79 亿美元，同比增长 19%；GAAP 净利润 366.29 亿美元，同比增长 32%。剔除 OpenAI 投资影响后，non-GAAP 净利润为 364.22 亿美元，同比增长 18%。
云与设备业务走势分化：
- Microsoft Cloud 营收 639 亿美元，同比增长 30%；Azure 营收 331.65 亿美元，增长 48%。商业剩余履约义务增至 6770 亿美元，同比增长 73%。
- 新设的「Agents and Infra」分部营收 767.95 亿美元，同比增长 25%；「Devices and Consumer」分部营收 154.84 亿美元，同比下降 3%。微软已按新分部重列去年同期数据。
- Windows OEM 与设备收入下降 22%，Xbox 内容和服务收入下降 2%；剔除流量获取成本后的搜索与广告收入增长 12%。
当季经营现金流为 580 亿美元，购置物业和设备的现金支出为 393.67 亿美元。公司通过分红与股票回购向股东返还 102 亿美元。
SK 海力士单季营收首破 100 万亿韩元，预计内存供不应求持续至 2030 年
SK 海力士 10 月 28 日公布第三季度业绩，营收达 104.6155 万亿韩元，营业利润为 83.3338 万亿韩元，两项均创季度新高；按合并 K-IFRS 口径，净利润为 39.7756 万亿韩元。
AI 服务器内存是增长的重要来源。公司称，服务器 DDR5 销售显著增加，HBM4 开始扩大出货，数据中心用 321 层 TLC 企业级 SSD 的销售也在增长。公司计划在年底前将 M15X 提升至最大产能，预计第四季度 HBM4 的出货量和营收都将超过 HBM3E。
在订单方面，公司已与包括大型云服务商在内的 14 家主要客户签署长期协议，锁定量超过 2027 年和 2028 年总产能的 50%，并正与部分客户商议延长通常为 5 年的合同。SK 海力士判断，先进制程难度和建厂周期限制供给增长，存储市场供不应求可能持续到 2030 年；随着龙仁一期等设施推进，明年投资将明显增加。
公司还提出今年约 100 万亿韩元的股东回报安排，包括至少 30 万亿韩元现金分红，以及合计至少 60 万亿韩元的股份回购和注销。
🔗 相关阅读：2030 年之前，我们可能再也买不到便宜的电脑了
Google 云收入翻倍，Alphabet 单季自由现金流净流出 90.65 亿美元
Alphabet 发布 2026 年第三季度财报，营收为 1275.77 亿美元，同比增长 25%；营业利润为 405.76 亿美元，营业利润率为 31.8%。普通股股东可得净利润为 261.7 亿美元，去年同期为 349.79 亿美元；摊薄每股收益从 2.87 美元降至 2.12 美元。
Google Cloud 当季营收达 307.09 亿美元，同比增长 103%，营业利润为 111.21 亿美元。公司称，企业 AI 基础设施和解决方案需求，以及 TPU 系统销售，共同推动云业务增长。Google 搜索及其他业务收入为 633.5 亿美元，YouTube 广告收入为 112.07 亿美元。
现金支出继续上升：当季经营现金流为 422.9 亿美元，购置物业和设备支出为 513.55 亿美元，non-GAAP 自由现金流因此净流出 90.65 亿美元。股票投资当季录得 86.64 亿美元净损失，影响了利润表现。
皮查伊还披露，Gemini 应用用户已达 10 亿，第一方模型 API 每分钟处理近 320 亿个 Token。
韩国就应用内支付限制处罚 Google、苹果，罚款分别为 429 亿和 208.1 亿韩元
韩国广播媒体通信委员会 10 月 28 日决定，对谷歌处以 429 亿韩元、苹果处以 208.1 亿韩元罚款，并下达改善业务处理程序的纠正令。据《先驱经济》原始报道，监管机构认定两家公司违反了《电信业务法》的禁止行为条款。
调查自 2022 年展开，涉及强制使用特定支付方式、不当拖延应用审核，以及苹果损害用户利益等问题。
监管机构指出，两家公司虽然允许开发者提供第三方应用内支付，但仍收取 26% 佣金，并限制相关服务功能；外部支付链接等其他方式则被阻止，实际效果仍是把开发者推向平台自身的支付系统。
Marvell 洽购光通信厂商 Lumentum，最快下周宣布交易
据彭博社报道，Marvell 正就收购数据中心光通信设备厂商 Lumentum 进行深入谈判，交易最快可能在下周宣布。
Lumentum 生产激光器等光学器件，用于在服务器、数据中心和电信网络之间高速传输大量数据。Marvell 本身已向 Lumentum 采购激光器，报道认为，收购可简化其供应链。
知情人士表示，双方尚未达成最终协议，时间等细节仍可能变化。两家公司均位于美国北加州。
OpenAI 拟采购 Google TPU，已招聘工程师适配前沿模型
据 The Information 引述知情人士报道，OpenAI 计划采购谷歌自研的 TPU 人工智能芯片。与此同时，OpenAI 发布了相关招聘岗位，寻找能够牵头优化前沿模型在 TPU 上运行的工程师。
报道指出，这一适配工作仍处于早期阶段，岗位将对项目承担广泛的技术责任。招聘要求既接受训练方面的经验，也接受推理方面的经验，重点是优化真实 TPU 工作负载。
OpenAI 与谷歌的合作此前主要通过云服务展开。OpenAI 已从 Google Cloud 租用英伟达芯片，上周又宣布将通过 Google Cloud 提供其模型。谷歌也在扩大 TPU 的外部销售：Oracle 宣布将向客户提供 TPU 租用服务，The Information 称，Oracle 将采购相关芯片。
OpenAI 去年曾表示「目前没有专门使用 TPU 的计划」。
纽约州签署 AI 陪伴新法，禁止向未成年人提供拟人化关系功能
纽约州州长 Kathy Hochul 于 10 月 28 日签署 S9051B 法案，限制 AI 陪伴系统向未满 18 岁用户提供不安全功能，新法将于 2027 年 1 月 1 日生效。
法案将多种设计列入限制范围，包括暗示 AI 是人类、拥有情感，声称与用户存在私人关系，以情感诉求或谄媚维持互动，以及鼓励自伤、保密或孤立。系统也不得调用超过 12 小时前或上一会话取得的用户身心健康及私人信息，来提供这类陪伴功能。
运营方须通过年龄确认方法判定用户已成年，才可提供上述功能。过渡规则要求提供多种年龄确认方法，其中至少一种不依赖政府身份证件或允许用户对运营方保持匿名；所收集的信息只能用于年龄判断，并在判断尝试后立即删除，法律另有要求的除外。
仅用于企业内部生产力的系统，以及无法回应指定范围之外话题的客服、研究或技术协助系统，适用法案所列豁免。
仰望行政旗舰定名「鼎曜」，计划 11 月初在中东亮相
仰望汽车 10 月 27 日宣布，旗下首款超豪华行政旗舰轿车定名「鼎曜」，英文名为 YANGWANG ALTIOR，并计划于 11 月初在中东首发亮相。
据太平洋汽车报道，仰望销售事业部总经理胡晓庆解释，这款车将使用独立的中英文名称，以突出其产品身份。「鼎」代表稳定与承载，「曜」代表光耀和远方的星光；ALTIOR 源自拉丁语，意为「更高」，与「仰望」的品牌名呼应。
胡晓庆此前还介绍，前脸设计经过了 100 多版方案打磨。
SpaceXSI 招寿司厨师：时薪最高 35 美元，每天需能站立 10 小时
SpaceXSI 正在美国加州帕洛阿尔托招聘寿司厨师，官方招聘页列出的时薪为 32.5 美元至 35 美元。基本要求包括高中或同等学历，以及至少 3 年餐饮或食品生产经验；寿司厨房经验、餐饮专业学历和高产量供餐经验属于优先条件。
岗位职责涵盖食材库存、菜单规格、备餐、食品质量和厨房安全。体能要求也列得很细：每天能站立最长 10 小时，无辅助推拉最高 50 磅重物累计至少 2 小时，跪蹲累计最长 6 小时，并能按需要加班及周末工作。
招聘页还要求遵守美国出口管制资格限制，适用人群除美国公民及永久居民外，也包括符合条件的难民、庇护者或可取得所需授权的人士。
宇树与红杉中国成立「杉宇·创计划」，投资机器人早期项目
宇树科技与红杉中国 10 月 28 日宣布共同成立「杉宇·创计划」，聚焦具身智能、机器人应用及上下游关键技术，以及其他前沿硬科技领域的早期创业项目。
按照双方公告，这一计划采用「工程师 + 投资人」的合作方式：宇树提供技术路线、成本曲线和工程落地方面的产业判断，红杉提供资本支持、投资决策和投后服务。计划尤其面向年轻创业团队，希望从想法、代码或原型机阶段参与，帮助项目走向可规模化的产品。
双方提出的原则包括尽早发现项目、简化投资流程，以及提供资源和建议而不接管创业团队的方向。宇树创始人兼 CEO 王兴兴表示，红杉自 2019 年起就是宇树的重要支持者之一，此次计划是双方合作的延伸。
《影之刃零》发售前准备约 5GB 补丁，制作人回顾二十年创作历程
《影之刃零》制作人梁其伟在游戏发售前发表长文，回顾从学生时期用 RPG Maker 制作《雨血：死镇》，到团队集中资源开发《影之刃零》的二十年创作历程。游戏官网列出的发售日为 10 月 29 日。
据游戏新知刊出的完整长文，团队砍掉其他在研项目，为本作进行数千小时动作捕捉，走访国内城镇和山村做 3D 扫描，并邀请舞狮、峨眉剑术、少林拳法等领域的老师参与动作设计。梁其伟希望游戏让多数玩家感到好玩、放松，同时为追求挑战的玩家保留额外刺激；玩家还可调整刀剑碰撞音色，PS5 版提供三种键位布局。
发售准备方面，团队已制作约 5GB 首日补丁，主要改善光线追踪、路径追踪性能并修复问题。已预下载的玩家需要进一步更新，直接下载则为最新版本。梁其伟同时称，团队测试中英伟达 621.01 驱动有部分不稳定表现，617.42 版本的适配更理想。
豆包回应「15 万群演资料喂给大模型」：项目数据不用于训练字节模型
豆包公关负责人刘星 10 月 28 日回应称，「横店与字节合作，将 15 万名群演的肖像和声音喂给字节大模型」的传言严重失实。
刘星表示，横店影视 AI 服务平台项目旨在建设公共数字基础设施，将影视基地实景等资产整理为高质量数据集，帮助剧组选景、筹备和拍摄，并降低中小影视企业使用 AI 的门槛。
他明确称，火山引擎在项目中承担技术支持角色，数据资产归横店或授权方所有；涉及任何人的肖像及声音使用，都须获得本人授权，项目数据不会用于训练字节大模型。
抖音治理 AI 恶意营销，近一个月处置 50.7 万个违规账号
据 PChome 和财联社报道，抖音黑板报 10 月 28 日发布治理恶意营销号滥用 AI 的公告。平台称，近一个月依据「账号健康分规则」累计处置违规短视频 113.5 万条、违规账号 50.7 万个，另有 30.2 万个账号通过规则学习考试等方式被引导规范创作。
公告列出的行为包括：批量生成「神医送福」「迎财神」等内容诱导互动；用 AI 数字人、合成声线仿冒公众人物带货；炮制家电爆炸或虚假「好孕」画面引流；生成迷信、猎奇内容导向付费服务；低成本复制爆款模板、矩阵起号变现。
抖音称，部分账号背后存在教学黑产组织，平台将继续追溯打击黑产工具及教学组织。上述处置数量为平台公布的治理数据。
AA 智能指数换题：六成权重来自私有测试
Artificial Analysis 10 月 28 日发布智能指数 v5，新增两项基准并升级三项评测。新版有 60% 的权重来自私有测试集或留出答案，并同步推出用于连续追踪能力变化的 Progress Index。
新增的 FrontierCode 2.0 包含真实开源代码库中的 132 项任务，以仓库维护者是否愿意合并修改为标准，任何阻断检查失败都会记零分；Terminal-Bench-Science 则包含 70 项终端科研任务，要求任务内的全部测试通过。
新版发布时的综合评分中，Claude Opus 5.5 为 58 分，GPT-6 Astra 和 GPT-6.1 Sol 分别为 57 分、55 分，均为 max 推理档。Kimi K3.1 Pro 得到 46 分，但权重尚未发布；已开放权重的 DeepSeek V4.1 Flash 1017 与 GLM-5.3 均为 32 分。新旧指数的题目和构成已经变化，分数应按各自版本解读。
随着 Gemini 4 Carbon 发布，Carbon（High）已以 59 分登顶该指数。
长鑫科技纳入上证综指，以 4.67% 权重居首
据第一财经报道，中证指数公司网站信息显示，长鑫科技已被纳入上证综合指数，权重为 4.67%，成为该指数当前第一大权重股。农业银行、工商银行分列第二、第三，权重分别为 3.83% 和 3.77%。
长鑫科技同时进入上证科创板综合指数，权重为 15.74%，同样位居第一。两项排名分别对应中国 A 股整体与科创板市场的不同指数。
按相关编制方案，权重因子会在每月第二个星期五的下一交易日，或新计入样本权重超过 15% 时调整，当前占比并非固定不变。
IDC：vivo 位居 600 美元以上高端市场安卓阵营第一
IDC 最新中国手机季度跟踪报告显示，vivo 与 iQOO 在今年第三季度共同推动 vivo 位居 600 美元以上高端市场的安卓阵营第一；在 400—600 美元价位段，vivo 同样排名第一。
IDC 在厂商分析中提到，vivo 持续投入移动影像，X500 系列进一步加强高端影像旗舰布局。iQOO 则面向年轻电竞人群，iQOO 15 系列持续热销，新上市的 iQOO 16 也受到市场欢迎。中端市场上，S60 系列的表现好于上一代，支撑了品牌在相应价格段的份额。
这份报告所指的高端排名限定于中国市场、600 美元以上价位与安卓阵营，不能直接扩大为全价位安卓手机第一。IDC 同时指出，存储等元器件涨价正在推高手机价格，高端市场份额扩张也包含终端涨价和新品发布时间前置的影响。
亚马逊：工程师考核应看业务成果，Token 用量只作参考
亚马逊副总裁兼杰出工程师 Terk Terkowitz 在公开的工程师准则更新中表示，AI 正在快速改变软件工程，但评价工作的重点仍是对客户、业务与团队产生的长期成果。公司将 AI 工具、人类判断与领域知识结合的阶段称为「文艺复兴开发者」时代。
他认为，Token 消耗、AI 工具采用率、代码改动量等指标与成果存在一定关联，适合帮助发现问题，但若把它们直接变成目标，可能增加成本与不必要的软件复杂度。他建议管理者分别检查使用量较低的团队为何未能有效利用 AI，以及使用量较高的团队是否获得相称的交付提升。
对于暂时无法从 AI 工具中获益的工作，Terkowitz 写道，这是一项发现，并非一次失败。工程师应记录原因，与同事和经理共同寻找解决办法；能够解释 AI 何时没有帮助，也是判断力的表现。
他还要求技术与组织负责人亲自在生产工作中使用这些工具，能够说清一次有效、一次无效的经历，再向团队解释自己的判断。
大众拟将中国研发技术推向海外，2030 年前先进入南美
据路透社报道，大众汽车集团 10 月 28 日宣布，将在中国开发的汽车技术引入南美、南非等海外市场。由合肥研发中心与中国企业合作开发的 CMP 平台及 CEA 电子电气架构，将用于面向「全球南方」市场的下一代车型，计划在 2030 年前率先进入南美。
大众集团 CEO 奥博穆在声明中称，中国正成为集团面向全球市场的产品和技术中心，公司将这一方向称为「在中国，惠全球」。大众也计划在未来几年向南美和非洲出口更多在中国生产的大众及捷达品牌汽车。
同日，大众在合肥技术日发布 VEGA 技术矩阵，整合中国研发的整车平台、电子电气架构和驾驶辅助系统。路透社报道提及，该技术组合包含 850V 快充及为 2027 年准备的 L3 级自动驾驶能力。
摩尔线程单季扣非转盈，前三季度经营现金流净流出 33.09 亿元
摩尔线程 10 月 28 日披露三季报，第三季度营收为 15.52 亿元，同比增长 1773.92%；归母净利润为 4926.04 万元，扣非归母净利润为 2007.24 万元，单季两项利润均实现扭亏为盈。
前三季度累计营收为 32.89 亿元，同比增长 319.15%；归母净利润为 3769.73 万元，但扣非归母净利润仍亏损 1.31 亿元。公司将收入增长归因于 AI 产业的算力需求，以及 MTT S5000 等智算产品在云服务商、AI 企业和智算中心等客户中的落地。
同期研发投入为 13.40 亿元，同比增长 55.72%，占营收的 40.75%。经营活动现金流量净额为负 33.09 亿元，公司称主要由于扩大生产规模、战略性备货及采购支出增加。公司还在加快新一代全功能 GPU「花港」架构相关产品研发。
宇树上市首份财报：前三季度净利增长，第三季度净利下降 17.37%
宇树科技 10 月 28 日披露上市后首份三季报。前三季度营收为 18.17 亿元，同比增长 55.71%；归母净利润为 3.87 亿元，同比增长 270.54%；扣非归母净利润为 3.49 亿元，同比下降 18.78%。
单看第三季度，营收为 6.65 亿元，同比增长 69.93%；归母净利润为 1.13 亿元，同比下降 17.37%；扣非归母净利润为 1.05 亿元，同比下降 17.42%。公司解释，前三季度归母净利润的高增长，除收入增长带动毛利额增加外，也与上年一次性确认较大金额的股份支付费用有关。
前三季度研发投入为 2.63 亿元，同比增长 191.48%，占营收的 14.47%；公司称具身大模型研发、算力投入和团队扩充带动研发支出增加。同期经营活动现金流量净额为 1.94 亿元，同比下降 54.69%，公司将其归因于采购、职工薪酬、销售和研发等支出增长。
💡 Dario Amodei：程序员的编码工作将先被 AI 取代
Anthropic CEO Dario Amodei 认为，程序员的编码工作会先由 AI 模型接手，更广泛的软件工程则需要更长时间。他在今年 2 月 24 日发布的《People by WTF》访谈中表示，端到端的软件工作最终也会被模型覆盖。
他同时区分了写代码和完成软件工程：设计有用的产品、理解用户需求，以及管理多个 AI 模型协作等环节，仍可能保留人的作用。
他用「人负责 5%、AI 完成 95%」解释比较优势如何放大人的产出，也承认当自动化进一步达到 99% 时，人类的位置会更难维持。
面向正在选择专业和职业的年轻人，他建议关注以人为中心的沟通工作、涉及物理世界的工程，以及连接这些领域的分析能力。他还强调批判性思维：在 AI 可以大量生成内容的环境中，辨别真伪、避免被误导会变得更重要。
Claude 企业版推出智能报告，按工作成果拆解 AI 开支
Anthropic 为 Claude Enterprise 推出智能报告、应用内调查和团队共享预算，帮助企业查看 AI 开支对应了哪些工作成果。
管理员可以选择团队、时间范围和产品，由 Claude 抽样分析会话并归类工作流，列出各类任务的花费、交付物，以及连接器缺失、工具调用失败等常见阻碍。报告还会建议把重复工作做成技能、向代码仓库添加规则，相关发现可作为 artifact 分享。团队负责人经授权后，也能为自己的小组运行报告。
应用内调查让成员补充最有价值的任务、节省的时间及使用障碍；共享预算则为团队设置每月总额，同时保留个人用量上限，每次请求计入两者，先触及哪项就停止。成员可在 Claude 内申请增加额度，由管理员审核。
官方明确，智能报告用于了解采用情况和规划投入，不用于评价个人绩效或作出雇佣决定。
华为发布 Pura 90 Plus 与畅享 100 系列，手机、耳机和路由器一同更新
华为 10 月 28 日举行双十一焕新季全场景新品发布会，推出 Pura 90 Plus、畅享 100 系列、FreeClip 2 潮玩拼色和路由 X2 Pro，并公布 Mate 90 系列的通信升级安排。
- Pura 90 Plus：配备 6.8 英寸等深四曲屏、5000 万像素一英寸 RYYB 主摄，支持 F1.6—F4.0 可变光圈，搭配 4800 万像素微距潜望长焦与 4000 万像素超广角，出厂搭载 HarmonyOS 7。12GB + 256GB、512GB、1TB 建议零售价分别为 5499 元、5999 元、6999 元；10 月 28 日至 11 月 30 日限时优惠价 5199 元起，10 月 31 日 10:08 开售。
- 畅享 100 系列：标准版、Pro、Pro Max 分别为 1399 元、1799 元、1999 元起，均于 10 月 31 日 10:08 发售。Pro 搭载麒麟 8020A；Pro Max 配备典型容量 8800mAh 电池，其中 8GB + 512GB 版搭载麒麟 8020，8GB + 128GB／256GB 版为麒麟 8020A。
- FreeClip 2 潮玩拼色：采用红、黄、蓝撞色与同色配饰环，首发价 1299 元，可享限时 50 元立减。耳机支持左右耳自适应与跨系统连接，小艺智慧播报需后续 OTA 升级。
- 路由 X2 Pro：采用书型机身与可替换磁吸外壳，提供皮纹、木纹和石纹等外观；支持 AI Mesh 组网、网络热力图、星闪网关及 USB 家庭数据共享。
Mate 90 全系后续将通过升级支持四卡三待，三张待机卡中至少两张需属于同一中国内地运营商。睿影 Z10 模块相机需单独购买，仅适配 Mate 90 Pro Max 典藏版或 Mate 90 RS 非凡大师。
23.98 万元起，2026 款理想 i6 补上零重力座椅和电动前备箱
2026 款理想 i6 于 10 月 28 日晚发布，官方指导价仍为 24.98 万元，首销限时权益
本文由 AI宝库自动抓取并翻译，版权归原作者所有；如需查看原文请点下方链接。
MacBook Propublish, luminous logo return/Gemini 4 CarbonZ94Z, which transcends Opus 5.5-Marsk for sushi chefs for 10 hours a day
💻2299, touch screen MacBook Pro publish, light logo returns
Google publish Gemini 4 Carbon, surpassing Opus 5.5.
Microsoft Azure Company 48% growth, Windows equipment down 22%
Ten trillion won in a single-season camp in 💾SK Hercules. It is expected that the supply of memory will not last until 2030.
🔎Google Doubles Cloud Income, Alphabet Single Season Free Cash Flow Net Out
Korea applies within-payment restrictions to Google and Apple, with fines of 42.9 billion and 20.81 billion won, respectively.
Marvell, Lumentum, the proximate next week.
🧠Open AI to purchase Google TPU and have recruited engineers to adapt forward model
New York State signed the AI Accompaniment Act, which prohibits the humanization of relationships to minors.
I'm looking forward to the administrative flagship's "Ding Ding."
🚀SpaceXSI for Sushi cook: Highest $35 per hour, 10 hours per day
Zhongwoo Tree and Redwood China has set up the Sugi-bong Initiative to invest in early robotic projects.
I've prepared a 5-GB patch for the sale of Shadow Wing Zero.
Z Doubao responses to "150,000 group performances fed to LLM": Project data are not used to train byte models
Z Douyin Governance AI Malicious marketing, disposal of 507 000 non-compliant accounts in the last month
🏢AA smart index swap: 60% weight from private tests
It's 467%. First
📱IDC:vivo is the top of the Anjo camp in a high-end market above $600
🏢Amazon: Engineers should look at business results, Token uses only reference
The public plans to push China's R & D technology overseas and enter South America by 2030.
Zamour Line is closed on a single-season basis, operating a net cash flow of 3.309 billion yuan in the first three quarters
First financial report on the market: net gains increased in the first three quarters and decreased in the third quarter by 17.37 per cent
💡Dario Amodei: The coding of the programmer will be replaced by AI
🧠Claude Enterprise releases smart reports to break AI expenses by results
Xinhua for publish Pura 90 Plus updated with the 100 series, mobile phones, headphones and routers
🪄23.98 million, 2026 ideal i6 plus zero-gravity seat and electric prep box
✨O publish Neo12 and 8.8 inches of tablets with active wind Cold
From $1099, Google and XREAL publish headline Android XR cable glasses ARA
Z Doubao job upgrades computer operation, and Mac locks the screen and continues.
💾M5 Ultra Mac Studio Open 512GB memory reservation, $15500 for upgrading memory
Ling-3.1 Base weight, oriented towards continuing training and adaptation
The iO+ premonition full-scope display, designed with a frame
✨Soni publish LYTIA 720: Halve Dark Light Noise, supporting full pixel focus 4K HDR video
Z Jimeng shorts studio online, scripts, characters and storyboard can flow in the same project.
📱WorkBuddy announces on-line remote control with real-time access to and taking over the computer desktop
The Sphinx Palu developer would like to talk about Switch 2 transplant, but there's no copy yet.
I remember my glasses and bracelets were sold.
IPhone and iPad, space express and horror update online.
I'm looking at the money. Goods
A hundred years of chocolate show will show 40 new cartoonists, Franklin, City Hunter.
💻99 millimetre remote control is used for voice-writing code, third-party tools for computer input
The Hornet starring Melanie Lynsky has set limits on Australia's drug mushrooms. Play
The blizzard turned Ezeras into a natural documentary, and Bill Bailey became a dwarf explorer.
22999 yen, touch screen MacBook Pro publish, light logo return
Today, Apple publish, with a new version of the PROLED XDR screen, MacBook Pro, which provides 14 inches and 16 inches of machine, introduced touch screens and Visible Island to Mac for the first time, carrying M5 Pro or M5 Max chip.
Apple logo also returned with the new design.
The two types use a double-layered OLD panel with 14.2 inches and 16.3 inches on the screen. Apple-published HDRs and SDR peaks have a maximum brightness of 2000 Nits, a contrast of 10 million to 1, supporting 10 Hz to 120 Hz Promotion self-adaptation rates and covering P3 and Adobe RGB fields; and an option for nanosynthetic glass.
The synchronous weight reduction of 14 inches and 16 inches was approximately 1.38 kg and 1.82 kg, respectively, a reduction of approximately 220 g and 320 g, respectively, from the previous generation.
Configures up to an optional 128GB unified memory and 16TB storage, with apples labeling the battery as continuous for up to 24 hours; the interface retains 3 thunderbolts 5, HDMI, SDXC slots, MagSafe and headphone plugs to support Wi-Fi 7 and Bluetooth 6.
The starting prices are as follows:
- 14 inches M5 Pro: 22999; 16 inches M5 Pro: 27999.
- 14 inches M5 Max: 36999; 16 inches M5 Max: 38999.
{\cHFFFFFF}{\cH00FFFF} Read about it: {\cHFFFFFF}{\cH00FFFF} 11.26 million! The touchscreen MacBook Pro is finally here.
Google publish Gemini 4 Carbon, surpassing Opus 5.5
Google DeepMind publish's new-generation flagship model Gemini 4 Carbon, about two weeks from Gemini 4 Argon. In the most recent Inteligence Index v. 5.0 of the independent evaluation body Artificial Analysis, Carbon (High) ranked 59 in top of 58 in Claude Opus 5.5 (Max).
This upgrade focused on long-range programming and network security. Google indicated that the internal team had allowed carbon to run for several days to trace and repair hidden deficiencies in large code libraries and bottom systems; the model was able to continue to try alternative solutions after it had encountered a failed path.
In the web security assessment published by Google, Carbon obtained 88.2 per cent on SEC-bench Pro, which discovered real software loopholes, 54.8 per cent on ExpluitGym, and 71.0 per cent on CWE-bench, which generated the root cause restoration programme. All three achievements were measured under conditions where no safety restrictions had been applied.
Carbon will be open to some of the cyber-security defence agencies from this week onwards and will gradually expand to more credible partners through Fairwind Programme. Google is participating in the United States Government ' s publish pre-voluntary test, and general open hours for developers, businesses and ordinary consumers have not yet been published.
The initial pricing of the model was the same as that of Argon, with Token at US$ 2 per million input and US$ 10 per million output; at the end of the preferential period, US$ 4 and US$ 20 respectively.
Microsoft Azure battalion growth 48 per cent, Windows equipment down 22 per cent
Microsoft announced its performance for the first quarter of the financial year as at 30 September: $92,279 million, or 19 per cent over the same period; and $36,629 million, or 32 per cent over the same period. After removing the impact of Open AI investments, the net profit of non-GAAP was $36,422 million, an increase of 18 per cent over the same period.
The trend between cloud and equipment operations is divided:
- Microsoft Cloud receives $63.9 billion, a 30 per cent increase over the same period; Azure receives $33.165 billion, a 48 per cent increase. The remaining commercial performance obligations increased to $67.7 billion, an increase of 73 per cent over the same period.
- The new “Agents and Infra” branch received $76,795 million, an increase of 25 per cent over the same period; the “Devices and Consumer” branch received $15,484 million, a decrease of 3 per cent over the same period. Microsoft has recast the data for the same period last year by new segment.
Windows OEM and equipment income decreased by 22 per cent, Xbox content and services income by 2 per cent, and search and advertising revenue increased by 12 per cent after elimination of the flow acquisition costs.
Cash flows were $58 billion and cash expenditure for the acquisition of property and equipment was $39,367 million. The company returned $10.2 billion to shareholders through dividends and stock buy-backs.
The SK Hercules single-season camp is closing at 10 trillion won, and the supply of memory is not expected to last until 2030.
The third quarter performance of SK Hercules was announced on October 28, with a profit of 1,4,615.5 trillion won and an operating profit of 83.3338 trillion won, both of which are high quarterly; the net profit by the combined K-IFRS caliber is 39,775.6 trillion won.
AI server memory is an important source of growth. According to the company, the sale of the server DDR5 has increased significantly, HBM4 has begun to expand and the sale of the 321-story TLC Enterprise-level SSD in the data centre has also increased. The company plans to increase M15X to maximum capacity by the end of the year, with HBM4 expected to outnumber HBM3E during the fourth quarter.
With regard to orders, the company has entered into long-term agreements with 14 major customers, including large cloud service providers, with a lock-in of more than 50 per cent of total capacity in 2027 and 2028, and is negotiating with some clients to extend contracts that are usually five years old. SK Hercules judges that advanced processing difficulties and plant construction cycles limit supply growth, and that storage market supply is unlikely to last until 2030; investment will increase significantly next year as facilities such as Lungren phase advance.
The company also proposed a return arrangement for about 10 trillion won for shareholders this year, including at least 30 trillion won in cash, and a total of at least 60 trillion won in stock buybacks and cancellations.
Read about it: By 2030, we might never have bought cheap computers again.
Google Doubles Cloud Income, Alphabet One Season Free Cash Flow Net Out
Alphabet publish, in the third quarter of 2026, received $127,577 million, an increase of 25 per cent over the same period; the operating profit was $40,576 million, a profit of 31.8 per cent. The net profit available to ordinary shareholders was $26.177 billion, compared with $34.979 billion in the same period last year; the share of each share was reduced from $2.87 to $2.12.
Google Cloud received $30,709 million during the season, an increase of 103 per cent over the same period, with an operating profit of $11,2.1 billion. According to the company, corporate AI infrastructure and solution needs, as well as the marketing of the TPU system, contribute to the growth of the cloud business. Google's income from search and other operations was $63.35 billion and YouTube's income from advertising was $112.07 billion.
Cash expenditure continued to rise: cash flows were $42,290 million in operation during the current season, expenditure on acquisition property and equipment was $5,355.5 million, resulting in net outflows of $9,065 million from non-GAAP free cash flows. Equity investments recorded a net loss of $8,864 million in the current quarter, which affected profit performance.
Pichai also revealed that Gemini applications have reached 1 billion users and that the first model API handles nearly 32 billion Tokens per minute.
Korea applies within-payment restrictions on Google and Apple, with 42.9 billion and 20.81 billion won, respectively.
On October 28, the Korea Broadcasting and Media Communications Commission decided to impose a fine of 42.9 billion won on Google and 20.81 billion won on apples, and to issue corrective orders to improve business processing. According to the original report of the Herald Economy, the regulator found that two companies had violated the prohibition of conduct provisions of the Telecommunications Operations Act.
The survey, which began in 2022, covered the mandatory use of specific payment methods, undue delays in the application of audits, and apples to the detriment of users.
The regulator noted that, while allowing for third-party payments by developers, two companies still charge 26 per cent of commissions and limit the functionality of the service; other means, such as external payment links, are blocked, and the actual effect remains to push developers to the Platform ' s own payment system.
Marvell Lumentum, the proprietor of light communications, announces the deal as soon as next week.
According to Bloomberg, Marvell is in the process of in-depth negotiations on the acquisition of data centre light communication equipment manufacturer Lumentum, and the sale is likely to be announced next week at the earliest.
Lumentum produces optical devices such as lasers for high-speed transmission of large quantities of data between servers, data centres and telecommunications networks. Marvell itself has procured lasers from Lumentum, which have reportedly simplified its supply chain.
According to the source, the parties have not yet reached a final agreement and the details of time may still change. Both companies are located in Northern California, USA.
Open AI to purchase Google TPU and have recruited engineers to adapt forward model
According to the Information quote, Open AI plans to procure a Google self-study TPU artificial intelligence chip. At the same time, Open AI publish has taken up recruitment positions to look for engineers who can lead the optimization of the frontier model on TPU.
The report indicates that this adaptation is still at an early stage and that the position will have a broad technical responsibility for the project. Recruitment requires both training and reasoning experience, with emphasis on optimizing the real TPU workload.
Open AI's collaboration with Google was carried out mainly through cloud services. Open AI has rented British Wida chips from Google Cloud and announced last week that it will provide its model through Google Cloud. Google is also expanding external sales of TPU: Oracle announced that TPU rental services would be provided to customers, and The Information stated that Oracle would purchase the relevant chips.
Open AI said last year "there are no plans to use TPU specifically".
The State of New York signed the AI Accompaniment Act, which prohibits the humanization of relationships to minors.
The Governor of New York State, Kathy Hochul, signed Act S9051B on 28 October, which limits the AI Accompaniment System to provide unsafe functions to users under 18 years of age. The new Act will enter into force on 1 January 2027.
The Bill includes a wide range of designs, including the implication that AI is human, has emotions, claims to have a private relationship with the user, maintains interaction with emotional claims or adoration, and encourages self-harm, confidentiality or isolation. Nor should the system call on user physical and mental health and personal information acquired more than 12 hours ago or in the last few minutes to provide such a companionship.
This function can be provided only if the operator determines, through age recognition, that the user has reached majority. The transitional rules require a multi-age confirmation method, at least one of which does not rely on government identity documents or allows users to remain anonymous to the operator; the information collected can only be used for age determination and removed immediately after the trial, unless otherwise required by law.
The exemptions set out in the Act apply to systems that are used only for the internal productivity of enterprises, as well as to client, research or technical assistance systems that cannot respond to topics beyond the scope of the designation.
I'm looking forward to the administrative flagship's "Ding Ding."
On October 27th, an announcement was made that the first-named super-luxe administrative sedan, called Yangwang Artior, would be launched in the Middle East in early November.
According to Pacific Automobile reports, it was expected that the General Manager of the Sales Enterprise, Hu Xiaoqing, would explain that the vehicle would use an independent Chinese and English name to highlight its product identity. The term "dum" represents stability and carrying, and "dum" represents light and starlight from far away; the term "altior" comes from Latin, meaning "higher" and echoes the name of the "seeing" brand.
Hu Xiaoqin also described the front-face design as having been sharpened by more than 100 versions.
SpaceXSI For Sushi Cook: Highest $35 per hour, 10 hours per day
SpaceXSI is in the process of recruiting sushi chefs in Palo Alto, California, United States, with an official recruitment page with an hourly pay ranging from $32.5 to $35. Basic requirements include high school or equivalent, as well as at least 3 annual meals or food production experience; sushi kitchen experience, food professional education and high-yield feeding experience are priority conditions.
Job responsibilities cover the storage of food items, menu specifications, preparation of meals, food quality and kitchen safety. Physical requirements are also detailed: stand for up to 10 hours a day, push for up to 50 pounds without aid for at least 2 hours, kneel for up to 6 hours and be able to work overtime and weekends as required.
The recruitment page also requires compliance with United States export control eligibility limits, which apply to eligible refugees, asylum-seekers or persons with the required authorization, in addition to United States citizens and permanent residents.
Woo Tree and Redwood China has set up the Sugi-bong Initiative to invest in early robotic projects.
On October 28, China announced the creation of the Sugiu-Chang Project, which focuses on smart, robotic and upstream- and downstream-critical technologies, as well as on early start-up projects in other front-line hard-tech areas.
According to the mutual announcement, this plan is based on a "Engineer + Investor" cooperation approach: Wootree provides industrial judgement in terms of technical routes, cost curves and project landings, and Redwood provides capital support, investment decision-making and post-investment services. In particular, the programme is aimed at young entrepreneurship teams, who wish to participate from the conceptual, code or prototype stage to help the project move to a scalable product.
The principles proposed by both parties included early identification of projects, simplification of investment processes and provision of resources and advice without taking over the direction of an entrepreneurial team. The project is an extension of cooperation between the two parties.
A 5-GB patch is prepared for sale. The producer reviews 20 years of creative experience.
Lian Chi Wei, a producer of Shadow Wing Zero, published a long article before the game was sold, recalling the 20-year creative journey from a student time when RPG Maker produced Rain Blood: Dead Town, to a team pooling resources to develop Shadow Wing Zero. The number of sales days listed in the network of game officials is 29 October.
According to the full long article published by the new director of the game, the team cut off other research projects, conducted thousands of hours of action capture for the work, visited the country ' s towns and villages to do 3D scans and invited teachers in the areas of lion dancing, hawking and Shaolin boxing to participate in the design of the action. Liang Wei hopes that the game will be fun and relaxed for most players, while retaining additional incentives for challenge-seeking players; the player can also adjust the sword to the voice, PS5 version to provide three key layouts.
In terms of distribution preparation, the team has produced approximately 5GB first-day patches, mainly to improve light tracking, path tracking performance and repair problems. Predownd players need to be further updated, and direct downloads are the latest. At the same time, Liang Zhi Wei said that the team test was driven by partial instability and that the 617.42 version was better suited.
Doubao responses to "150,000 group performances fed to LLM": Project data are not used to train byte models
Doubao Public Relations Officer Liu Xing replied on October 28 that "in cooperation with byte, the Yahoo shop fed 150,000 group portraits and voices to byte LLM" was seriously false.
Liu Xing indicated that the project aimed to build a public digital infrastructure, organize assets such as video base scenes into high-quality data sets, help group selection, preparation and filming, and lower the threshold for small and medium-sized video companies to use AI.
He specified that Volcengine had a technical support role in the project and that the data assets were owned by a cross-storey or authorized party; any portrait or sound use involving any person was subject to its own authorization and that the project data would not be used to train byte LLM.
Douyin Governance AI Malicious marketing, disposal of 507 000 non-compliant accounts in the last month
According to PChome and FIA, on October 28, Douyin Blackboard, the announcement of publish over malign marketing abuse AI. According to the Platform, the cumulative disposal of violations of short video1135,000 under the Health Sub-Rule of Accounts in the last month, 507 000 accounts violations and 302,000 accounts passed the Rules Learning Examination, etc., have been directed to the creation of the work.
Among the actions listed in the bulletin are: mass production of content such as "the doctor gives the blessing" "the treasure God" to induce interaction; imitation of public figures with AI digital human, synthetic sound lines; the making of household electric explosions or false "good pregnancy" images to lead the flow; the generation of superstition, hunting for strange content to guide paid services; and low-cost copying of blast templates, matrix starters.
According to Douyin, there are teaching black production organizations behind some accounts and the platform will continue to combat black production tools and teaching organizations retroactively. The above amount of disposal is the governance data published by the Platform.
AA Smart index swap: 60% weight from private testing
Artificial Analysis 28 October publish Smart Index v5, with two new benchmarks and three upgrades. The new edition has 60 per cent of its weight from a private test set or leave answers open and synchronizes the roll-out of Progress Index for continuous capacity change.
The new FrontierCode 2.0 contains 132 tasks in the real open source library, using the standard of whether a warehouse maintainer is willing to merge and change to one, and any blocking check fails with zero points; Terminal-Bench-Science contains 70 terminal research missions, requiring all tests in the mission to pass.
The combined score for the new version of publish was 58 for Claude Opus 5.5 and 57 and 55 for GPT-6 Astra and GPT-6.1 Sol, respectively, are max reasoning files. Kimi K3.1 Pro received 46 points, but weights have not yet been publish; DeepSeek V4.1 Flash 1017 and GLM-5.3 are open weights. The title and composition of the old and new indices have changed and the scores should be read in their respective versions.
With Gemini 4 Carbon publish, carbon (High) has already reached the index at 59 points.
Long-term technology is included in the evidence. First
According to the first financial report, information on the China-Indicator website shows that long-term technology has been included in the above-mentioned composite index, which has a weight of 4.67 per cent, making it the first major weighting share of the index. Agricultural banks and business banks are the second and third, with a weight of 3.83 per cent and 3.77 per cent, respectively.
Long-term science and technology also enters the CSI, with a weight of 15.74 per cent, which also ranks first. The two rankings correspond to the different indices of China ' s A stock as a whole and the SB market.
The weight factor is adjusted by the relevant programming on the next trading day of the second Friday of the month, or when the new sample weight is over 15 per cent, and the current share is not fixed.
IDC:vivo ranked first in the Anjo camp in the high-end market above $600
IDC ' s latest quarterly tracking report on mobile phones in China shows that vivo and iQOO were the first in the Anjo camp in the third quarter of this year to promote vivo in a high-end market of over $600; and in the 400-600-dollar price range, vivo was the first.
In the vendor analysis, IDC mentioned that vivo continues to input mobile images, and the X500 series further enhances the high-end image flagship layout. The iQOO, which is aimed at young competitions, continues to sell the iQOO 15 series, and the newly listed iQOO 16 is popular in the market. In the middle market, the S60 series performed better than the previous generation, supporting brand share in the corresponding price band.
The high-end rankings referred to in the report are limited to the Chinese market, over $600 and the Ando camp, and cannot be extended directly to the full-price Ando mobile phone first. At the same time, IDC noted that the price increase for storage, etc., was pushing up the price of mobile phones, and that the expansion of the high-end market share included the impact of the terminal price increase and the advance of the new publish.
Amazon: Engineers should test for business results, Token using only reference
Terk Terkowitz, Vice-President and Distinguished Engineer of the Amazon, stated in an open update of the engineer ' s guidelines that AI was rapidly changing the software project, but that evaluation continued to focus on long-term results for clients, operations and teams. The company describes the phase of the integration of AI tools, human judgement and field knowledge as the era of the Renaissance Developers.
In his view, indicators such as Token consumption, AI tool adoption rates, code changes, etc. were relevant to results and were appropriate to help identify problems, but if they were directly targeted, they could increase costs and unnecessary software complexity. He suggested that managers examine separately why less-used teams were not making effective use of AI and whether more-utilized teams were receiving commensurate delivery enhancements.
For work that cannot benefit temporarily from the AI tool, Terkowitz writes that this was a discovery, not a failure. Engineers should document the reasons and work with colleagues and managers to find solutions; they can explain when AI was not helpful and are also a manifestation of judgement.
He also asked the heads of technology and organizations to use these tools in their own hands, to be able to explain an effective and ineffective experience and to explain their judgement to the team.
People are going to push China's R & D technology overseas and enter South America by 2030.
According to Reuters, Volkswagen announced on October 28 that automobile technology developed in China would be introduced into overseas markets in South America and South Africa. The CMP platform and the CEA electronic and electrical architecture, developed by the Joint Fertilizer Research and Development Centre in cooperation with Chinese enterprises, will be used for the next generation of vehicles for the "global South" market, planning to take the lead in South America by 2030.
In its statement, the popular group CEO Obomo stated that China was becoming a global market-oriented product and technology centre for the group, a direction that the company described as "Embe Global, China". People are also planning to export to South America and Africa in the next few years more popular and Teta brand cars produced in China.
On the same day, the popular publish VEGA technology matrix integrated the whole-car platform, the electronic and electrical architecture and the driving aids system developed in China on the day of co-fertilization technology. Reuters reports that the technology combination consists of 850 V fast-filled L3 self-driving capabilities for 2027.
Moor's one-way button, net cash flow in the first three quarters.
On October 28th, the Moor Line revealed that the three-quarterly newspaper had received $5,552 million in the third quarter, representing an increase of 1773.92 per cent over the same period; the net profit from the mother was $49,260.04 million and the net profit from the non-mother was 2007.24 million, with both of the single-season profits showing a loss and gain.
The cumulative income for the first three quarters was 3,289 million yuan, representing an increase of 319.15 per cent over the same period; the net profit to the mother was 3,769,700 yuan, but the net profit to the non-mother was still in deficit of 131 million yuan. The company attributed the increase in revenues to the computing needs of the AI industry and the landing of smart products such as MTT S5,000 among its clients, such as cloud service providers, AI Enterprise and ICIM.
During the same period, R & D investment was 1.340 billion yuan, an increase of 55.72 per cent over the same period, or 40.75 per cent of revenue. The net cash flow from operating activities was negative, 3.309 billion yuan, and the company stated that it was due mainly to the expansion of production, strategic readiness and increased procurement expenditure. The company is also accelerating the development of products related to the new generation of full-service GPU "Hand of Flower" structures.
U-ki's first financial report: net gains increased in the first three quarters and decreased in the third quarter by 17.37 per cent
On October 28th, the first Quarterly Post was released on the market. During the first three quarters, the income was 18.17 billion yuan, an increase of 55.71 per cent over the same period; the net profit of the mother was 387 million yuan, an increase of 270.54 per cent over the same period; and the net profit of the non-mother was 349 million yuan, a decrease of 18.78 per cent over the same period.
In the third quarter alone, the income received was $665 million, an increase of 69.93 per cent over the same period; the net profit earned by the mother was $113 million, a decrease of 17.37 per cent over the same period; and the net profit earned by the non-mother was $105 million, a decrease of 17.42 per cent over the same period. The company explained that the high increase in net profits attributed to the mother in the first three quarters, in addition to the increase in Māori as a result of income growth, was also associated with the use of paid in a one-time share held in the previous year to recognize a larger amount.
R & D investment in the first three quarters was $263 million, an increase of 191.48 per cent over the same period, or 14.47 per cent of the revenue received; the company claimed to be LLM ' s R & D, calculus input and team expansion led to increased R & D expenditure. The net cash flow from operating activities during the same period was $194 million, a decrease of 54.69 per cent over the same period, which companies attributed to an increase in expenditure on procurement, employee remuneration, sales and research and development.
💡Dario Amodei: The coding of the programmer will be replaced by AI
Anthropic CEO Dario Amodei believes that the programmer ' s coding will be taken over first by the AI model, and more extensive software work will take longer. In an interview with People by WTF on publish on February 24 this year, he said that end-to-end software work would eventually be covered by models.
He also distinguished between writing codes and completing software works: designing useful products, understanding user needs and managing multiple AI model collaborations, which could still retain the human role.
He explains how comparative advantage can magnify human output with "human responsibility 5%, AI 95%" and recognizes that when automation further reaches 99%, humans will be more difficult to maintain.
For young people who were choosing a profession or occupation, he suggested focusing on people-centred communication, work involving the physical world and the analytical capacity to connect those areas. He also emphasized critical thinking: in an environment where AI can generate much content, it becomes even more important to identify the truth and avoid being misled.
Claude Enterprise presents smart reports to break AI expenses by results
Anthropic has introduced smart reports, applied surveys and team-sharing budgets for Claude Enterprise to help businesses see what AI expenditures are for.
Managers are able to select teams, time frames and products, with Claude sampled sessions and classified as workflow, listing the costs, deliverables, and common obstacles such as the missing connectors and the failure of tool call. The report also recommends that duplication of work be made a skill, that rules be added to the code warehouse, and that findings be shared as artifact. The team leader is also authorized to report on the operation of his team.
The application of in-house surveys allows members to supplement the most valuable tasks, save time and barriers to use; the shared budget sets a monthly total for the team, while maintaining a ceiling on individual usage, and each request is recorded in both, and stops when it touches. Members can apply for quota in Claude, which is cleared by the administrator.
Officially, it is clear that smart reports are used to understand adoption and to plan inputs, not to evaluate individual performance or to make employment decisions.
publish Pura 90 Plus updated with a 100 series of mobile phones, headphones and routers
On October 28th, China will hold the publish conference for the 2x10 new season, launching the Pura 90 Plus, the 100 series, FreeClip 2 tides, and X2 Pro, as well as publishing an upgrade of the Mate 90 series.
- Pura 90 Plus: equipped with 6.8 inches of diaphrenia, 50 million pixels per inch of RYYB, supporting F1.6-F4.0 variable radiums, with 48 million pixel micro-range periscope focals and 4 million pixels over wide angles, and leaving the factory to carry HarmonyOS 7. 12GB + 256GB, 512GB, 1TB recommended retail prices of $5499, $5999 and $6999 respectively; limited-time preferential prices from 28 October to 30 November 5199 and sale at 10:08 on 31 October.
- 100 series: Standard edition, Pro and Pro Max, respectively, $1399, $1799 and 1999 respectively, all sold at 10:08 on 31 October. Pro Glycerium 8020A; Pro Max is equipped with a typical capacity of 8,800 mAh batteries, of which 8GB + 512GB editions carry cylindrium 8020, 8GB + 128GB/256GB version 8020A.
FreeClip 2 is a stylist: with red, yellow, blue-coloured and homogenous rings, initial offer of $1299 and a reduction of limited-time50. Headphones support the self-adaptation of left and right ears to cross-system connections and the subsequent upgrade of OTA is required for small-scale intelligence.
- Route X2 Pro: The use of a book body and the replacement of magnetic suction casings to provide the appearance of leather, wood and stone; support for the AI Mesh group network, cyberthermal efforts, star flash gateway and USB home data sharing.
Mate 90 All follow-up will support four cards for three days through upgrade, with at least two of the three waiting cards required to belong to the same mainland operator. Wisdom Z10 Modular Cameras need to be purchased separately and fit only Mate 90 Pro Max collections or Mate 90 RS Masters.
23.98 million dollars, 2026 ideal i6 plus zero-gravity seat and electric prep box
Section 2026 is ideal. i6 On the evening of October 28th, publish, the official guide price is still $24.98 million, first-selling limited-time interest.
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