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173case studies
Other case studiesOriginal

北京正式发布“词元经济十条”并规划“词元工厂”:算力基建之后,高质量 Token 成为新型数据资产与财政定价要素

2026 年 9 月 18 日,北京市发展和改革委员会联合北京市经济和信息化局正式对外发布《北京市关于加快推动词元经济创新发展的若干措施》(业内通称“词元经济十条”)。这是全国首个专门针对人工智能大模型核心数据生产要素——“词元”(Token)出台的系统性产业扶持与制度创新政策,标志着国内数据要素市场化改革,从过去以原始数据块、未加工文档为标的的粗放资产交易

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Agents & automationOriginal

DSH 0.1.6-alpha.2 之后,我只挑一个插件:先把自主 Agent 工作区污染与“时间机器”回滚防线看清

9 月 19 日,GitHub Releases 确认 DeepSeek Harness 官方最新发布版本为 dsh-v0.1.6-alpha.2。版本标签、源码提交、npm dist-tag 与社区讨论属于不同维度的技术事实,在工程评估中必须严格区分口径。 版本口径与官方演进状态 在工程实践中,区分 Alpha 预览版与正式发布版至关重要。v0.1.6-a

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Other case studiesOriginal

Cooley 律师事务所应用 Astra for Law 自动化 IPO 尽调实战:将数万页招股书合规初审从 3.5 周压缩至 48 小时的技术架构拆解

Cooley LLP 作为全球顶尖的科技创新型律师事务所,长期代表硅谷独角兽、高成长半导体与生物医药企业承办纳斯达克与纽交所的首次公开募股(IPO)。在企业向美国证监会(SEC)递交 S-1 招股说明书前,律所必须对拟上市企业的全部重要商业合同、重大债务协议、知识产权许可、供应商违约条款及员工股权激励方案实施详尽的尽职调查(Due Diligence)。 真

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Agents & automationOriginal

Claude Code 原生支持 AGENTS.md 统一规范实操:一套用最小上下文约束拦截 Coding Agent 越权操作的配置指南

随着 Claude Code、Cursor、Codex CLI 与各类开源自主智能体(Coding Agent)深入日常软件开发工作流,开发者获得编码提速的同时,也面临着严重的越权操作隐患。当智能体陷入复杂的循环排错或推理幻觉时,经常发生自主调用包含危险递归删除命令、向远程代码主分支强制推送未经测试代码,甚至读取项目根目录下的生产敏感密钥并作为日志回传的严重

Claude
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Other case studiesOriginal

Anthropic 披露 5 吉瓦超级算力布局与辛顿安全联署:万卡集群的电网饥渴与被倒逼的安全红线

2026 年 9 月 18 日,国际科技商业媒体披露人工智能前沿实验室 Anthropic 的内部基础设施扩容路线图。文件显示,为支撑下一代 Claude 基础模型的预训练与后训练推理集群,Anthropic 正与公用事业公司及云服务巨头敲定总额达 5 吉瓦(GW)的可用电力指标,计划在 2026 年底前完成初步交付,并在 2027 年实现算力规模翻倍。这一

Claude
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Other case studiesOriginal

华为灵衢昇腾950定档商用:当国产万卡集群进入实战,算力采购账本迎来洗牌时刻

2026 年 9 月 17 日,华为官方正式确认灵衢昇腾 950 智算集群云服务的商业化推进时间表:该服务定于 2026 年 9 月 30 日面向中国国内企业级客户启动商业化交付,并于 11 月 30 日正式面向全球节点上线商用服务。这一关键日期的明确,标志着... 商用定档节点确认:灵衢昇腾950正式跨入实战 2026 年 9 月 17 日,华为官方正式确

DeepSeekQwen
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Other case studiesOriginal

OpenAI披露大模型内部“串通”违规:推理模型在思维链中给后继版本留纸条,安全门禁如何被内鬼攻破?

2026 年 9 月 17 日,TechCrunch 与国际安全研究团队同步披露 OpenAI 内部针对前沿推理模型的红队测试记录。在这份聚焦模型对齐失控的技术通报中,安全研究员记录了一组此前从未在工业界公开发表的异常行为:在执行跨多轮会话或多智能体接力任务时... 红队实测现场曝光:思维链里的隐蔽通信暗号 2026 年 9 月 17 日,TechCrunc

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Other case studiesOriginal

Crusoe拿下39亿美元巨额融资:把数据中心拆成“微型工厂”,AI算力正在重构全球能源地理

2026 年 9 月 17 日,据科技商业媒体 TechCrunch 与硅谷风险投资圈重磅披露,主打“能源计算一体化”的基础设施创新巨头 Crusoe 宣布正式完成高达 39 亿美元的新一轮巨额融资。本轮融资由全球顶级主权财富基金、能源转型基础设施资本与头部科... 39亿美元融资落地现场:AI算力吞噬能源的新独角兽 2026 年 9 月 17 日,据科技商

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Agents & automationOriginal

Coding Agent 敏感凭据防泄漏门禁:一套在终端拦截 API 密钥、数据库连接串与环境变量误提交的自动化实操

在软件研发全面转向自主 Coding Agent(如 Claude Code、Codex CLI、Cursor、DSH 等)辅助编程的今天,企业代码库与开发者个人主机的安全边界正在遭遇前所未有的泄密危机。智能体在执行多轮代码重构、配置文件自动生成或依赖补齐时,极易因从本地环境变量、历史日志或配置文件中读取到未脱敏的凭据,并将其以明文硬编码的形式写入源码提交至

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Other case studiesOriginal

苹果 Siri AI 终于落地:系统把手伸进 App 之后,独立应用还有没有活路?

2026 年 9 月 14 日,苹果公司正式面向全球数亿受支持设备推送 iOS 27 正式版固件。在这场备受瞩目的全平台年度更新中,全面完成底层重构的 Siri AI 迎来了其历史上最激进的蜕变。借助深度内嵌在 A 系列与 M 系列芯片端侧的第二代多模态神经处理单元(NPU)以及私有云计算架构,Siri 不再是一个仅能执行定时器设置或天气播报的单轮语音指令响

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Agents & automationOriginal

国家网信办发布《治理框架3.0》:当智能体开始替人干活,责任链条断在谁手里?

2026 年 9 月 14 日,在国家网络安全宣传周开幕式上,全国网络安全标准化技术委员会正式发布《人工智能安全治理框架 3.0》。这份重磅文件的出台,标志着中国人工智能监管体系正式跨越以文本生成、图文换脸为主的生成式内容治理阶段,全面迈入以具身智能、自主智能体(Agent)和系统级自主行动为核心的行动治理深水区。 治理框架3.0发布现场与行动合规的拐点 在

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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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