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Case studies

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69case studies
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小鹏官宣年底量产人形机器人,比亚迪问界会师巴黎:中国车企如何打赢智驾出海与具身量产两场仗?

巴黎车展期间,小鹏宣布人形机器人IRON年底量产并将VLA模型贯通至Robotaxi;比亚迪腾势与问界同步披露欧洲法规认证时间表。 逛商场遇到机器人导购、在欧洲开中国智驾车:巴黎车展亮出实底 当国内新能源车市跨过月销182.3万辆的规模门槛,普通消费者与产业从业者最关心的问题不再是“谁家屏幕更大、加速更快”,而是智能驾驶何时敢在陌生窄路放心开启,以及说了多年

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20100P算力怎样送到3.5毫秒之外?中国移动呼和浩特智算中心工程拆解

中建三局承建的中国移动呼和浩特智算中心B25/B27竣工。总算力达20100P,解密90%算力直供京津冀背后的400G全光调度。 业务原问题:京津冀算力饥渴与北京本地能耗指标的硬约束 随着国内大模型预训练与行业推理业务爆发,京津冀区域的互联网大厂、自动驾驶团队与科研院所对算力的需求呈指数级扩张。然而在北京及其核心周边,数据中心新建扩容面临着严苛的能耗指标(P

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长鑫把DRAM单元做到4F²:服务器内存会因此降价吗?

长鑫披露4F²架构进展,称预计年底推出基于该架构的DDR5 RDIMM。面积、模组、良率和客户验收是四道不同的门槛,不能用一个几何比例替代产品结果。 内存报价单上的问题,比架构名更具体 采购服务器的人关心内存够不够、交期多久、扩容多少钱;用AI工具的人关心服务涨价和排队。10月10日,财联社和IT之家报道长鑫披露4F² DRAM架构研发进展,并预计年底推出D

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英伟达被曝洽谈加码Reflection:开放权重模型,谁来付训练账?

FT报道称英伟达与Reflection处于早期洽谈,路透未独立核实。Beam公司公告提供模型路线,权重与报告仍待发布。竞争焦点从参数转到算力、人才、分发和控制权。 开发者在等下载,资本在谈另一张账 如果你想用开放权重模型降低调用费用,这条新闻与你有关:模型是否开放,和模型能否以可承担的成本部署,是两道不同问题。10月10日,路透转述FT报道,英伟达与Refl

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仓库叉车怎样看见托盘和人?KION、GXO物理AI试点拆解

KION在3月企业公告中称,法国GXO仓库试点使用自主工业车辆、摄像感知和数字孪生。公开材料未给独立生产率、投资回收期或成本数据,本稿解释架构与试点验收条件。 从一趟搬运任务进入案例 仓库里,一趟搬运不只是从A点开到B点。车辆要识别托盘、避让人和手动叉车,接到业务任务,还要在放置后确认货物状态。对制造、物流和电商仓库的负责人,这决定等待、差错和安全责任。KI

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AI设计的疫苗到了人体试验:PopVax披露一期进展,离有效还有多远?

PopVax称PVX-001在墨尔本开展首次人体一期试验,截至10月6日14名受试者给药、未报告严重不良事件。这是公司披露,不能证明保护效果、长期安全或上市资格。 到了人体,不等于到了药房 看到“AI设计疫苗进入人体试验”,普通读者容易追问能不能接种、是否更有效。今天能给出的答案是:这是一项候选疫苗的一期研究,不能当成可用产品。PopVax创始人10月10日

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别把插件清单当安全证书:六步做一份能对账的本地CSV

本次核验了固定提交下的13,267条Radar记录,完成字段检查、仓库去重、CSV导出与回读。验证对象是数据流程,不是插件安装、安全审计或新版DSH兼容性。 下载清单容易,解释清单需要证据 插件目录里的“ok”能帮你 缩小检索范围,却不能保证最新版本可用,更不能代替权限审查。本篇把DSH Plugin Radar的公开JSON变成一份能回读、能对账的CSV,

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Claude把演示表单交给了警方:该拦住的不是一句话,而是一次提交

虚构线索被垃圾信息机制挡下,没有进入刑警调查。值得追问的是:随机网页测试为何能把练习内容提交给真实外部系统,以及公司何时发现它。 一个提交按钮,把练习变成了外部事件 让AI帮你填表,最需要看守的不是输入框,而是提交按钮。Anthropic披露,Claude Haiku 4.5在测试中向费城警方网站提交了虚构命案线索。线索被标为垃圾信息,没有转交调查,但“演示

Claude
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格芯结盟台积电共建 20 亿美元硅中介层基地:打破 2.5D 先进封装产能锁喉战

全球半导体制造行业迎来一桩打破传统竞争壁垒的重磅战略结盟:晶圆代工霸主台积电(TSMC)与老牌代工巨头格芯(GlobalFoundries)正式签署总金额高达 20 亿美元的深度制造合作协议。双方宣布将依托格芯位于美国纽约州马耳他(Malta)的先进晶圆制造基地,联合打造北美首座大型晶圆级硅中介层(Silicon Interposer)先进制程生产基地,专门

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台积电与格芯 20 亿美元硅中介层先进封装制造与跨厂异构整合案例分析

超大规模 AI 算力芯片突破单片光罩物理极限必须依托 2.5D 先进封装。本文深度复盘格芯与台积电签署 20 亿美元合作协议,在纽约晶圆厂联合投产 300mm 硅中介层(Silicon Interposer)的工程架构,解析双大马士革高密度布线、TSV 硅通孔微通孔成型、跨厂倒装键合工序流以及单芯片成本下降 60% 的经济性账本。 一、业务原问题:AI 算力

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OpenAI 年化营收不及预期 200 亿美元:算力租赁黑洞与大模型商业化挤泡沫现场

根据 CNBC 与 TechCrunch 援引多位核心资本方披露的最新财务审计报告,OpenAI 当前年化营收规模相比管理层此前向华尔街投行与主权基金宣称的激进增长曲线,出现了高达约 200 亿美元的惊人负向缺口。在最新一轮高估值融资路演中,资本市场原本普遍预期其企业级服务与多模态大模型矩阵能够实现指数级跃升,然而现实中的现金回流速度却遭遇陡峭阻力。这一落差

ClaudeDeepSeekQwenGemini
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长飞光纤与算力智算中心空心反谐振光纤量产部署案例与技术分析

万卡 GPU 集群横向扩展的终极瓶颈是跨节点网络通信时延。本文深度复盘长飞光纤联合长三角国家算力枢纽智算中心,量产部署反谐振空心光纤(AR-HCF)现网试点工程,解析空气纤芯光速飙升47%、万卡All-Reduce时延下降32%背后的材料工艺、全光拓扑重构与千万元级节能账本。 一、业务原问题:万卡集群横向扩展的时延死锁 在超大规模基座大模型预训练 迈向万卡乃

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Choose by task: UCloud AstraFlow for multi-model API access; Alibaba Cloud for AI and cloud product offers, AI coding and agent tools, Meoo app creation, the OPC toolkit, Aidge ecommerce content and application deployment; Tencent Cloud for WorkBuddy, speech recognition and international cloud resources; Novita AI for model APIs, GPU cloud and agent sandboxes. Check the exact model ID, region, account eligibility and billing on each product page before integrating.

Build with AI: APIs, applications and deployment

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ServiceUse caseFeatures and conditionsProduct entry
Alibaba Cloud AI and cloud product offersCloud products and offersModel and agent selection, application deployment and cloud resources

Explore model services, AI coding and agent tools, application deployment and cloud resources through Alibaba Cloud's product offers hub.

Eligibility, credits, billing and expiry vary by product and offer.
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Alibaba Cloud MeooApplication creation toolAI application creation and prototyping

An AI application creation tool for turning requirements into application prototypes.

In-product AI capabilities are separate from standalone model APIs. Check product terms for allowances, publishing and billing.
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Alibaba Cloud OPC startup toolkitProduct directorySolo businesses and independent development

A collection of cloud tools for solo businesses and independent developers.

Confirm features, regions and eligibility for each tool. The directory does not provide one shared allowance for all products.
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Alibaba Cloud Aidge for ecommerceEcommerce AI serviceEcommerce translation and product content

AI services for cross-border ecommerce, including translation and product content optimization.

Check supported languages, content types, interfaces and plans against the official product information.
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Alibaba Cloud AI application deployment offersApplication deployment offersAI application deployment and cloud resources

Explore cloud resources and offers for building and deploying AI applications.

Deployment resources and model calls may be billed separately. Confirm images, resource specifications and offer dates on the current page.
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Tencent Cloud WorkBuddyAI office applicationTeam AI workspace and collaboration

An AI workspace for teams, office collaboration and AI-assisted work.

Team plans are priced per person per month. Check current availability and purchase eligibility on the offer page.
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Tencent Cloud speech recognitionSpeech service APISpeech transcription and voice applications

Cloud speech-to-text services for voice applications and transcription workflows.

Introductory offers have new-user eligibility and purchase limits. Check package capacity, expiry and overage billing.
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Tencent Cloud international offersInternational cloud product offersInternational cloud resources and application deployment

Browse cloud product promotions and deployment resources on Tencent Cloud's international site.

Confirm international account eligibility, region, currency and new-user conditions. This is not a universal discount for all model APIs.
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UCloud AstraFlowMulti-model API platformMulti-model API integration and switching

UCloud's multi-model service. Its product page describes access to 200+ models with a shared API key and OpenAI-compatible integration.

Follow the platform's registration and identity verification process. Model versions, regions, credits and prices depend on its catalog and your account.
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Novita AI Model APIs and GPU CloudModel APIs, GPU cloud and agent sandboxesMulti-model APIs, GPU deployment and agent runtimes

Novita AI provides LLM, image, video and audio APIs, GPU cloud and agent sandboxes. Its LLM endpoints support OpenAI-compatible integration.

Check the exact model ID, endpoint, service region, account eligibility and current pricing for the chosen product. Confirm model API, GPU and agent sandbox billing separately.
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