{
  "version": "https://jsonfeed.org/version/1.1",
  "title": "AI Weekly 中文站",
  "home_page_url": "https://aiweekly.cn",
  "feed_url": "https://aiweekly.cn/feed.json",
  "language": "zh-CN",
  "description": "每周精选 6 个 AI 类目的核心动态。",
  "items": [
    {
      "id": "2026-W45-036",
      "url": "https://cloud.tencent.com/developer/article/2734307?policyId=20240000&traceId=&frompage=homepage",
      "title": "Spring Boot 集成 GeoLite2-City：注册接口 5 分钟搭起海外 IP 拦截，单次解析 1-2ms",
      "content_text": "[fallback] 基于MaxMind GeoLite2离线库，在SpringBoot3.x中实现毫秒级IP归属地解析与海外IP拦截，解决代理IP批量刷号问题。单次解析1-2ms，500并发下接口RT仅增加2ms，垃圾注册下降90%。覆盖依赖引入、拦截器实现、JMeter压测及4个生产踩坑。",
      "summary": "[fallback] 基于MaxMind GeoLite2离线库，在SpringBoot3.x中实现毫秒级IP归属地解析与海外IP拦截，解决代理IP批量刷号问题。单次解析1-2ms，500并发下接口RT仅增加2ms，垃圾注册下降90%。覆盖依赖引入、拦截器实现、JMeter压测及4个生产踩坑。",
      "date_published": "2026-11-08T00:00:00.000Z",
      "date_modified": "2026-11-08T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W45-035",
      "url": "https://cloud.tencent.com/developer/article/2717115?policyId=20240000&traceId=&frompage=homepage",
      "title": "线上 OOM 完整排查实战：区分 Java 堆 OOM 与 Pod 容器 OOM，冷门快照对比定位内存泄漏",
      "content_text": "[fallback] 本文详细解析线上Java服务OOM故障排查全流程，提供两大核心方案：一键区分Java堆OOM与Pod容器OOM的判定标准，以及双份live对象快照对比法精准定位低泄漏问题。通过真实案例复盘第三方SDK静态引用导致的内存泄漏，分享单例复用客户端的修复方案，帮助开发者避免类似问题。文章包含JVM监控分析、引用链追溯等实用技...",
      "summary": "[fallback] 本文详细解析线上Java服务OOM故障排查全流程，提供两大核心方案：一键区分Java堆OOM与Pod容器OOM的判定标准，以及双份live对象快照对比法精准定位低泄漏问题。通过真实案例复盘第三方SDK静态引用导致的内存泄漏，分享单例复用客户端的修复方案，帮助开发者避免类似问题。文章包含JVM监控分析、引用链追溯等实用技...",
      "date_published": "2026-11-08T00:00:00.000Z",
      "date_modified": "2026-11-08T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W45-034",
      "url": "https://cloud.tencent.com/developer/article/2720382?policyId=20240000&traceId=&frompage=homepage",
      "title": "生产计划与排程（APS）系统 | KPI监控看板：设备OEE/生产效率实时计算展示",
      "content_text": "[fallback] 本文详细讲解如何构建实时KPI监控看板，重点介绍设备综合效率(OEE)指标的计算方法，包括可用性、性能率和质量率三大维度。通过Node.js后端实现流式计算引擎，利用WebSocket推送实时数据，并结合React前端使用Chart.js进行可视化展示。这套方案能有效解决生产现场\"看不见的浪费\"问题，帮助管理者快速定位...",
      "summary": "[fallback] 本文详细讲解如何构建实时KPI监控看板，重点介绍设备综合效率(OEE)指标的计算方法，包括可用性、性能率和质量率三大维度。通过Node.js后端实现流式计算引擎，利用WebSocket推送实时数据，并结合React前端使用Chart.js进行可视化展示。这套方案能有效解决生产现场\"看不见的浪费\"问题，帮助管理者快速定位...",
      "date_published": "2026-11-08T00:00:00.000Z",
      "date_modified": "2026-11-08T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W45-033",
      "url": "https://cloud.tencent.com/developer/article/2758263?policyId=20240000&traceId=&frompage=homepage",
      "title": "AI 漫剧出海实战：从内容生成到全球变现",
      "content_text": "[fallback] AI漫剧出海正成为内容新趋势，通过生成式AI降低制作成本，实现多语言剧本本地化、角色一致性管理及低成本视频渲染。文章详解从内容策划、标准化生产到跨平台分发与ROI监控的完整流程，强调A/B测试优化与版权合规，助力团队构建可持续的海外变现体系。",
      "summary": "[fallback] AI漫剧出海正成为内容新趋势，通过生成式AI降低制作成本，实现多语言剧本本地化、角色一致性管理及低成本视频渲染。文章详解从内容策划、标准化生产到跨平台分发与ROI监控的完整流程，强调A/B测试优化与版权合规，助力团队构建可持续的海外变现体系。",
      "date_published": "2026-11-08T00:00:00.000Z",
      "date_modified": "2026-11-08T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W45-032",
      "url": "https://cloud.tencent.com/developer/article/2770193?policyId=20240000&traceId=&frompage=homepage",
      "title": "OODUI重磅升级:以用户交互为中心的 AI 原生UI架构",
      "content_text": "[fallback] 以用户交互为中心的A/B/C三层AI原生架构：A层提供渲染与协议基线，B层承载领域语义与授权，C层实现确定性业务能力。同一B层同时支撑页面与对话双模式，通过五个接缝完成转换。C端能力独立于UI，可被多场景复用。A2UI作为补充层共用渲染能力，实现体验统一。",
      "summary": "[fallback] 以用户交互为中心的A/B/C三层AI原生架构：A层提供渲染与协议基线，B层承载领域语义与授权，C层实现确定性业务能力。同一B层同时支撑页面与对话双模式，通过五个接缝完成转换。C端能力独立于UI，可被多场景复用。A2UI作为补充层共用渲染能力，实现体验统一。",
      "date_published": "2026-11-08T00:00:00.000Z",
      "date_modified": "2026-11-08T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W45-031",
      "url": "https://cloud.tencent.com/developer/article/2776437?policyId=20240000&traceId=&frompage=homepage",
      "title": "解密Prompt系列73. 爆改对话框：揭秘 Intelligent UI 的动态界面魔法",
      "content_text": "[fallback] OpenAI发布IntelligentUI后，MCPApps协议成关注焦点。本文解析如何通过UI资源嵌入、双向通信机制，实现AI对话中动态生成交互界面，对比闭源方案并探讨实时UI生成技术，展现图形化AI交互的黄金时代。",
      "summary": "[fallback] OpenAI发布IntelligentUI后，MCPApps协议成关注焦点。本文解析如何通过UI资源嵌入、双向通信机制，实现AI对话中动态生成交互界面，对比闭源方案并探讨实时UI生成技术，展现图形化AI交互的黄金时代。",
      "date_published": "2026-11-08T00:00:00.000Z",
      "date_modified": "2026-11-08T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "Agent 框架"
      ]
    },
    {
      "id": "2026-W45-030",
      "url": "https://cloud.tencent.com/developer/article/2777705?policyId=20240000&traceId=&frompage=homepage",
      "title": "AI 助力股市分析的工具全景：能力边界、真实代价，以及它在当前 A 股的适用与不适用(上)",
      "content_text": "[fallback] AI投研工具能力分层明显：数据组织与工具接入决定90.8%准确率，而非模型参数。实测显示AI强于单点任务，弱于多步决策，检索失败占错误源66.5%。当前A股呈结构性滞胀+K型分化，资金面结构性宽裕但增量衰减，半导体多窗口信号矛盾。建议AI作\"数据放大器\"与\"矛盾检测器\"，人机分工SOP执行，总仓位40%-50%。",
      "summary": "[fallback] AI投研工具能力分层明显：数据组织与工具接入决定90.8%准确率，而非模型参数。实测显示AI强于单点任务，弱于多步决策，检索失败占错误源66.5%。当前A股呈结构性滞胀+K型分化，资金面结构性宽裕但增量衰减，半导体多窗口信号矛盾。建议AI作\"数据放大器\"与\"矛盾检测器\"，人机分工SOP执行，总仓位40%-50%。",
      "date_published": "2026-11-08T00:00:00.000Z",
      "date_modified": "2026-11-08T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W45-029",
      "url": "https://cloud.tencent.com/developer/article/2777024?policyId=20240000&traceId=&frompage=homepage",
      "title": "刚刚 GPT Images 2.6 发布，一键生成 GIF 动图，表情包自由的时代来了！",
      "content_text": "[fallback] ChatGPT Images 2.6发布，新增GIF动图功能，支持照片、草图生成动态图，多轮编辑一致性提升。实测7个案例，包含表情包、真人动图、微信聊天记录等场景，附完整提示词。支持逐帧编辑、参考照片复用，但真人还原度一般、分辨率较低，适合制作表情包和小动画。",
      "summary": "[fallback] ChatGPT Images 2.6发布，新增GIF动图功能，支持照片、草图生成动态图，多轮编辑一致性提升。实测7个案例，包含表情包、真人动图、微信聊天记录等场景，附完整提示词。支持逐帧编辑、参考照片复用，但真人还原度一般、分辨率较低，适合制作表情包和小动画。",
      "date_published": "2026-11-08T00:00:00.000Z",
      "date_modified": "2026-11-08T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W45-028",
      "url": "https://cloud.tencent.com/developer/article/2777780?policyId=20240000&traceId=&frompage=homepage",
      "title": "4B 干翻 GPT-6 Astra！国产 grounding 基础模型把 34 个感知基准刷成 SOTA，还顺手登顶 HF 日榜第一",
      "content_text": "[fallback] 4B参数GroundingPI模型凭GAM空间词元协议统一11类视觉任务，在34个基准上平均分73.68%超越GPT-6 Astra，并登顶HF日榜。其\"感知优先\"范式以50%动作示教数据实现更高物理智能操作成功率，为具身智能提供高效感知基座。",
      "summary": "[fallback] 4B参数GroundingPI模型凭GAM空间词元协议统一11类视觉任务，在34个基准上平均分73.68%超越GPT-6 Astra，并登顶HF日榜。其\"感知优先\"范式以50%动作示教数据实现更高物理智能操作成功率，为具身智能提供高效感知基座。",
      "date_published": "2026-11-08T00:00:00.000Z",
      "date_modified": "2026-11-08T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W45-027",
      "url": "https://cloud.tencent.com/developer/article/2776975?policyId=20240000&traceId=&frompage=homepage",
      "title": "赵振华：只有三页的PPT，和一场关于开发者未来的深度对谈——首场济南WorkBuddy开发者沙龙第二位讲者",
      "content_text": "[fallback] 10月18日济南WorkBuddy开发者沙龙：赵振华以三页PPT互动游戏展示AI落地实践，通过友情、亲情、爱情三故事探讨开发者角色，强调“人退到两头”理念，揭示AI时代兴趣与独立思考的价值。",
      "summary": "[fallback] 10月18日济南WorkBuddy开发者沙龙：赵振华以三页PPT互动游戏展示AI落地实践，通过友情、亲情、爱情三故事探讨开发者角色，强调“人退到两头”理念，揭示AI时代兴趣与独立思考的价值。",
      "date_published": "2026-11-08T00:00:00.000Z",
      "date_modified": "2026-11-08T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W45-026",
      "url": "https://openai.com/index/rewarding-defenders-with-bigger-bug-bounties",
      "title": "Rewarding defenders with bigger bug bounties",
      "content_text": "[fallback] OpenAI is raising Security Bug Bounty rewards and introducing report quality, loyalty, and priority campaign bonuses for independent security researchers.",
      "summary": "[fallback] OpenAI is raising Security Bug Bounty rewards and introducing report quality, loyalty, and priority campaign bonuses for independent security researchers.",
      "date_published": "2026-11-02T00:00:00.000Z",
      "date_modified": "2026-11-02T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型",
        ""
      ]
    },
    {
      "id": "2026-W45-025",
      "url": "https://openai.com/index/preparing-our-next-security-sprint-to-harden-openai",
      "title": "Preparing our next security sprint to harden OpenAI",
      "content_text": "[fallback] OpenAI is preparing its next internal security sprint with Cathedral Systems to test and strengthen its defenses using AI.",
      "summary": "[fallback] OpenAI is preparing its next internal security sprint with Cathedral Systems to test and strengthen its defenses using AI.",
      "date_published": "2026-11-02T00:00:00.000Z",
      "date_modified": "2026-11-02T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用",
        ""
      ]
    },
    {
      "id": "2026-W45-024",
      "url": "https://openai.com/index/jill-hazelbaker-chief-corporate-affairs-officer",
      "title": "OpenAI appoints Jill Hazelbaker as Chief Corporate Affairs Officer",
      "content_text": "[fallback] Jill Hazelbaker will join OpenAI as Chief Corporate Affairs Officer, leading the company’s global communications and corporate positioning.",
      "summary": "[fallback] Jill Hazelbaker will join OpenAI as Chief Corporate Affairs Officer, leading the company’s global communications and corporate positioning.",
      "date_published": "2026-11-03T00:00:00.000Z",
      "date_modified": "2026-11-03T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型",
        ""
      ]
    },
    {
      "id": "2026-W45-023",
      "url": "https://openai.com/index/heimstaden",
      "title": "Heimstaden is changing residential real estate management with AI",
      "content_text": "[fallback] Discover how Heimstaden uses OpenAI’s ChatGPT Enterprise and Codex to transform property management, cut costs, and empower employees across Europe.",
      "summary": "[fallback] Discover how Heimstaden uses OpenAI’s ChatGPT Enterprise and Codex to transform property management, cut costs, and empower employees across Europe.",
      "date_published": "2026-11-03T00:00:00.000Z",
      "date_modified": "2026-11-03T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型"
      ]
    },
    {
      "id": "2026-W45-022",
      "url": "https://openai.com/index/cisco-cyber",
      "title": "How Cisco defends at machine speed with OpenAI",
      "content_text": "[fallback] Cisco combines network intelligence with OpenAI models to strengthen enterprise security. Learn how it is building more adaptive defenses.",
      "summary": "[fallback] Cisco combines network intelligence with OpenAI models to strengthen enterprise security. Learn how it is building more adaptive defenses.",
      "date_published": "2026-11-03T00:00:00.000Z",
      "date_modified": "2026-11-03T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型"
      ]
    },
    {
      "id": "2026-W45-021",
      "url": "https://openai.com/index/accelerating-engineering-for-the-physical-world",
      "title": "Accelerating engineering for the physical world",
      "content_text": "[fallback] Discover how ChatGPT and Codex are helping engineers accelerate CAD, PCB design, simulation, and other workflows across the physical world.",
      "summary": "[fallback] Discover how ChatGPT and Codex are helping engineers accelerate CAD, PCB design, simulation, and other workflows across the physical world.",
      "date_published": "2026-11-03T00:00:00.000Z",
      "date_modified": "2026-11-03T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型",
        ""
      ]
    },
    {
      "id": "2026-W45-020",
      "url": "https://openai.com/index/devrev-enterprise-self-service",
      "title": "DevRev delivers autonomous self-service with GPT-6.1 Sol",
      "content_text": "[fallback] DevRev uses GPT-6.1 Sol to power Computer and Operator, balancing reasoning, speed, and cost for enterprise service.",
      "summary": "[fallback] DevRev uses GPT-6.1 Sol to power Computer and Operator, balancing reasoning, speed, and cost for enterprise service.",
      "date_published": "2026-11-04T00:00:00.000Z",
      "date_modified": "2026-11-04T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型",
        ""
      ]
    },
    {
      "id": "2026-W45-019",
      "url": "https://openai.com/index/introducing-images-2-6",
      "title": "Introducing Images 2.6",
      "content_text": "[fallback] Images 2.6 brings faster image generation, GIF creation, more precise editing, and new API controls across ChatGPT, Codex, and the API.",
      "summary": "[fallback] Images 2.6 brings faster image generation, GIF creation, more precise editing, and new API controls across ChatGPT, Codex, and the API.",
      "date_published": "2026-11-04T00:00:00.000Z",
      "date_modified": "2026-11-04T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型",
        ""
      ]
    },
    {
      "id": "2026-W45-018",
      "url": "https://openai.com/index/daybreak-red-aws-govcloud",
      "title": "Daybreak Red is now available in AWS GovCloud (US-East)",
      "content_text": "[fallback] Daybreak Red brings GPT-5.6 Cyber to approved customers in AWS GovCloud (US-East) through Amazon Bedrock for authorized cybersecurity work.",
      "summary": "[fallback] Daybreak Red brings GPT-5.6 Cyber to approved customers in AWS GovCloud (US-East) through Amazon Bedrock for authorized cybersecurity work.",
      "date_published": "2026-11-04T00:00:00.000Z",
      "date_modified": "2026-11-04T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型",
        ""
      ]
    },
    {
      "id": "2026-W45-017",
      "url": "https://openai.com/index/a-thousand-fewer-paths-to-root",
      "title": "A thousand fewer paths to root",
      "content_text": "[fallback] OpenAI built an autonomous pipeline that found, validated, and generated patches for 948 local privilege-escalation vulnerabilities in the Linux kernel.",
      "summary": "[fallback] OpenAI built an autonomous pipeline that found, validated, and generated patches for 948 local privilege-escalation vulnerabilities in the Linux kernel.",
      "date_published": "2026-11-04T00:00:00.000Z",
      "date_modified": "2026-11-04T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型",
        ""
      ]
    },
    {
      "id": "2026-W45-016",
      "url": "https://openai.com/index/openai-to-acquire-pierre",
      "title": "OpenAI to acquire Pierre Computer Company, Inc.",
      "content_text": "[fallback] OpenAI will acquire Pierre Computer Company, expanding Codex’s tools for building, understanding, and reviewing code.",
      "summary": "[fallback] OpenAI will acquire Pierre Computer Company, expanding Codex’s tools for building, understanding, and reviewing code.",
      "date_published": "2026-11-04T00:00:00.000Z",
      "date_modified": "2026-11-04T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型",
        ""
      ]
    },
    {
      "id": "2026-W45-015",
      "url": "https://openai.com/index/franklin-templeton",
      "title": "Franklin Templeton uses OpenAI to support investment research",
      "content_text": "[fallback] Starting with equity research, Franklin Templeton is developing AI workflows to help portfolio managers compare research views and examine investment risks.",
      "summary": "[fallback] Starting with equity research, Franklin Templeton is developing AI workflows to help portfolio managers compare research views and examine investment risks.",
      "date_published": "2026-11-05T00:00:00.000Z",
      "date_modified": "2026-11-05T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型"
      ]
    },
    {
      "id": "2026-W45-014",
      "url": "https://openai.com/ads/customers/flipsnack",
      "title": "Flipsnack grows product signups with conversion optimization",
      "content_text": "[fallback] Flipsnack focused its ChatGPT Ads campaigns on getting people to try its product, growing registrations while lowering the cost per signup.",
      "summary": "[fallback] Flipsnack focused its ChatGPT Ads campaigns on getting people to try its product, growing registrations while lowering the cost per signup.",
      "date_published": "2026-11-05T00:00:00.000Z",
      "date_modified": "2026-11-05T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型"
      ]
    },
    {
      "id": "2026-W45-013",
      "url": "https://openai.com/index/setting-new-standard-responsible-ai-infrastructure",
      "title": "Setting a new standard for responsible AI infrastructure",
      "content_text": "[fallback] OpenAI introduces its National Community Compact and Compute Campus Policy Blueprint to protect local resources, create jobs, and guide responsible AI infrastructure development.",
      "summary": "[fallback] OpenAI introduces its National Community Compact and Compute Campus Policy Blueprint to protect local resources, create jobs, and guide responsible AI infrastructure development.",
      "date_published": "2026-11-05T00:00:00.000Z",
      "date_modified": "2026-11-05T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型",
        ""
      ]
    },
    {
      "id": "2026-W45-012",
      "url": "https://openai.com/index/merge-builds-with-openai",
      "title": "Merge builds product and business tools with OpenAI technology",
      "content_text": "[fallback] Merge uses GPT-6 Astra, ChatGPT, and Codex to review product code and support marketing. Its teams also use AI to plan executive dinners and prepare sales updates.",
      "summary": "[fallback] Merge uses GPT-6 Astra, ChatGPT, and Codex to review product code and support marketing. Its teams also use AI to plan executive dinners and prepare sales updates.",
      "date_published": "2026-11-05T00:00:00.000Z",
      "date_modified": "2026-11-05T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型"
      ]
    },
    {
      "id": "2026-W45-011",
      "url": "https://openai.com/index/introducing-gpt-6-cyber",
      "title": "GPT‑6 Cyber: Advancing the frontier of aligned cybersecurity agents",
      "content_text": "[fallback] Introducing GPT‑6 Cyber, OpenAI’s cybersecurity model for finding exploitable vulnerabilities and developing fixes, trained to stay within authorized scope.",
      "summary": "[fallback] Introducing GPT‑6 Cyber, OpenAI’s cybersecurity model for finding exploitable vulnerabilities and developing fixes, trained to stay within authorized scope.",
      "date_published": "2026-11-05T00:00:00.000Z",
      "date_modified": "2026-11-05T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型",
        ""
      ]
    },
    {
      "id": "2026-W45-010",
      "url": "https://openai.com/index/australian-universities-ai-native-graduates",
      "title": "Australian universities are creating AI-native graduates",
      "content_text": "[fallback] Australian universities are expanding access to ChatGPT and bringing AI into teaching and learning to prepare students for an AI-enabled workforce.",
      "summary": "[fallback] Australian universities are expanding access to ChatGPT and bringing AI into teaching and learning to prepare students for an AI-enabled workforce.",
      "date_published": "2026-11-05T00:00:00.000Z",
      "date_modified": "2026-11-05T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型",
        ""
      ]
    },
    {
      "id": "2026-W45-009",
      "url": "https://openai.com/index/cultfit-builds-with-codex",
      "title": "Cult.fit builds operational muscle with Codex",
      "content_text": "[fallback] Cult.fit is using Codex to help teams across functions build tools, move faster, and change how work gets done.",
      "summary": "[fallback] Cult.fit is using Codex to help teams across functions build tools, move faster, and change how work gets done.",
      "date_published": "2026-11-05T00:00:00.000Z",
      "date_modified": "2026-11-05T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型"
      ]
    },
    {
      "id": "2026-W45-008",
      "url": "https://openai.com/index/measuring-how-ai-agents-handle-wet-lab-science",
      "title": "Measuring how AI agents handle everyday wet-lab science",
      "content_text": "[fallback] OpenAI introduces BioBasicsBench, a 100-task benchmark measuring how well AI agents interpret raw experimental data and handle everyday wet-lab science.",
      "summary": "[fallback] OpenAI introduces BioBasicsBench, a 100-task benchmark measuring how well AI agents interpret raw experimental data and handle everyday wet-lab science.",
      "date_published": "2026-11-06T00:00:00.000Z",
      "date_modified": "2026-11-06T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用",
        ""
      ]
    },
    {
      "id": "2026-W45-007",
      "url": "https://openai.com/index/partnering-with-hacktron",
      "title": "Partnering with Hacktron to find vulnerabilities in OpenAI’s systems",
      "content_text": "[fallback] OpenAI is partnering with Hacktron to find vulnerabilities, test connections with third-party services, and strengthen defenses with frontier AI.",
      "summary": "[fallback] OpenAI is partnering with Hacktron to find vulnerabilities, test connections with third-party services, and strengthen defenses with frontier AI.",
      "date_published": "2026-11-06T00:00:00.000Z",
      "date_modified": "2026-11-06T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型",
        ""
      ]
    },
    {
      "id": "2026-W45-006",
      "url": "https://deepmind.google/blog/agentic-cheminformatics-with-google-antigravity/",
      "title": "Agentic cheminformatics with Google Antigravity",
      "content_text": "[fallback] Learn how Google Antigravity and our Cheminformatics Skills accelerate drug discovery workflows, search compounds, and propose novel rigidified macrocycles.",
      "summary": "[fallback] Learn how Google Antigravity and our Cheminformatics Skills accelerate drug discovery workflows, search compounds, and propose novel rigidified macrocycles.",
      "date_published": "2026-11-03T00:00:00.000Z",
      "date_modified": "2026-11-03T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型"
      ]
    },
    {
      "id": "2026-W45-005",
      "url": "https://deepmind.google/blog/gemini-omni-12-flash-fast-and-cost-effective-with-longer-clips/",
      "title": "Gemini Omni 1.2 Flash: Fast and cost-effective with longer clips",
      "content_text": "[fallback] 原文摘要不可用。建议直接查看原文了解详情。",
      "summary": "[fallback] 原文摘要不可用。建议直接查看原文了解详情。",
      "date_published": "2026-11-05T00:00:00.000Z",
      "date_modified": "2026-11-05T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型"
      ]
    },
    {
      "id": "2026-W45-004",
      "url": "https://machinelearning.apple.com/research/faster-retrieval",
      "title": "Faster Retrieval for Better, More Efficient RAG",
      "content_text": "[fallback] Maximum inner product search (MIPS) sits at the core of recommendation systems, search, and retrieval-augmented generation (RAG). Given a query vector, MIPS systems search within a database of millions of candidate key vectors for the one that best matches the query.",
      "summary": "[fallback] Maximum inner product search (MIPS) sits at the core of recommendation systems, search, and retrieval-augmented generation (RAG). Given a query vector, MIPS systems search within a database of millions of candidate key vectors for the one that best matches the query.",
      "date_published": "2026-11-05T00:00:00.000Z",
      "date_modified": "2026-11-05T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "硬件 IoT"
      ]
    },
    {
      "id": "2026-W45-003",
      "url": "https://developer.aliyun.com/article/1778610",
      "title": "2026万网双十一.com权益：新购/转入76元，续费90元",
      "content_text": "[fallback] 2026 年万网双11 域名分会场（11 月 1 日–11 月 30 日）的 .com 价格：新购、转入 76 元/年，续费 90 元/年，不限量、不限个数；已持有 ICP 备案的域名转入 5 折，低至 46 元。多年注册 3–4 年 9.2 折、5–8 年 9.1 折、9–10 年 9 折。",
      "summary": "[fallback] 2026 年万网双11 域名分会场（11 月 1 日–11 月 30 日）的 .com 价格：新购、转入 76 元/年，续费 90 元/年，不限量、不限个数；已持有 ICP 备案的域名转入 5 折，低至 46 元。多年注册 3–4 年 9.2 折、5–8 年 9.1 折、9–10 年 9 折。",
      "date_published": "2026-11-08T00:00:00.000Z",
      "date_modified": "2026-11-08T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W45-002",
      "url": "https://developer.aliyun.com/article/1780389",
      "title": "【Azure Redis】TCP_USER_TIMEOUT 不生效时，Java 长连接为何要几分钟才恢复？",
      "content_text": "[fallback] Linux下Java应用使用Lettuce/Netty连Redis时，网络抖动后常因TCP_USER_TIMEOUT未生效导致连接数分钟无法恢复。关键在于确认是否正确启用netty-transport-native-epoll并设置EpollChannelOption，否则内核重传机制将延迟失效连接的识别与重建。（239字）",
      "summary": "[fallback] Linux下Java应用使用Lettuce/Netty连Redis时，网络抖动后常因TCP_USER_TIMEOUT未生效导致连接数分钟无法恢复。关键在于确认是否正确启用netty-transport-native-epoll并设置EpollChannelOption，否则内核重传机制将延迟失效连接的识别与重建。（239字）",
      "date_published": "2026-11-08T00:00:00.000Z",
      "date_modified": "2026-11-08T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W45-001",
      "url": "https://developer.aliyun.com/article/1780493",
      "title": "阿里云双十一大促 SSL 证书优惠攻略：新用户低至 6 折，国产证书 4 折、国际证书 5 折，手把手教你领券下单！",
      "content_text": "[fallback] 双十一是一年中入手阿里云 数字证书管理服务（原SSL证书） 的最佳时机。无论你是首次建站的新用户，还是需要为多个网站批量部署证书的企业用户，都能在这次活动中找到适合自己的方案：✅ 新用户：6 折起步，门槛低、优惠大；✅ 国产证书：4 折特惠，合规首选、国密支持；✅ 国际证书：5 折入手，全球信任、品牌保障。赶紧登录阿里云，进入阿里云 数字证书管理服务（原SSL证书） 双十一专区，领取你的专属优惠券，为网站穿上安全\"铠甲\"吧！",
      "summary": "[fallback] 双十一是一年中入手阿里云 数字证书管理服务（原SSL证书） 的最佳时机。无论你是首次建站的新用户，还是需要为多个网站批量部署证书的企业用户，都能在这次活动中找到适合自己的方案：✅ 新用户：6 折起步，门槛低、优惠大；✅ 国产证书：4 折特惠，合规首选、国密支持；✅ 国际证书：5 折入手，全球信任、品牌保障。赶紧登录阿里云，进入阿里云 数字证书管理服务（原SSL证书） 双十一专区，领取你的专属优惠券，为网站穿上安全\"铠甲\"吧！",
      "date_published": "2026-11-08T00:00:00.000Z",
      "date_modified": "2026-11-08T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W44-096",
      "url": "https://cloud.tencent.com/developer/article/2771855?policyId=20240000&traceId=&frompage=homepage",
      "title": "腾讯云 Agent Bucket 实战：从开通到 Web UIKit 接入跑通",
      "content_text": "[fallback] 腾讯云推出AgentBucket智能体桶，创新引入Space逻辑层解决AI Agent海量存储隔离难题。在Bucket与文件间新增独立配额、限速、权限的空间隔离单元，单桶支持千万级Space，百亿级文件。兼容COS协议，配合WebUIKit快速搭建网盘能力，实现多租户数据安全管控，降低自研成本。",
      "summary": "[fallback] 腾讯云推出AgentBucket智能体桶，创新引入Space逻辑层解决AI Agent海量存储隔离难题。在Bucket与文件间新增独立配额、限速、权限的空间隔离单元，单桶支持千万级Space，百亿级文件。兼容COS协议，配合WebUIKit快速搭建网盘能力，实现多租户数据安全管控，降低自研成本。",
      "date_published": "2026-11-01T00:00:00.000Z",
      "date_modified": "2026-11-01T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W44-095",
      "url": "https://cloud.tencent.com/developer/article/2771824?policyId=20240000&traceId=&frompage=homepage",
      "title": "每天盯 30 只票就盯不过来？用 WorkBuddy 星耀数智技能搭个投研工作台",
      "content_text": "[fallback] 15个免费金融AI技能搭出每日自动工作台：开盘前扫公告、盘中形态雷达、周末跑回测，覆盖自选股、研报、因子分析全流程，含真实数据与模拟盘，不接实盘不荐股。2026星耀数智AI模拟大赛报名中，免门槛使用全部技能。",
      "summary": "[fallback] 15个免费金融AI技能搭出每日自动工作台：开盘前扫公告、盘中形态雷达、周末跑回测，覆盖自选股、研报、因子分析全流程，含真实数据与模拟盘，不接实盘不荐股。2026星耀数智AI模拟大赛报名中，免门槛使用全部技能。",
      "date_published": "2026-11-01T00:00:00.000Z",
      "date_modified": "2026-11-01T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W44-094",
      "url": "https://cloud.tencent.com/developer/article/2768532?policyId=20240000&traceId=&frompage=homepage",
      "title": "【Java中间件】CVE-2026-34486：Tomcat EncryptInterceptor 补丁绕过修复指南",
      "content_text": "[fallback] 摘要: 本文复盘一次电商交易系统 Tomcat 集群遭遇 CVE-2026-34486（敏感数据加密缺失，NVD 初步评分 9.8）的处置全过程。该漏洞源于官方对 CVE-2026-29146 的修复不完整，导致 EncryptInterceptor 加密机制仍可被绕过——本以为是\"打了补丁就安全\"的会话复制加密，实际...",
      "summary": "[fallback] 摘要: 本文复盘一次电商交易系统 Tomcat 集群遭遇 CVE-2026-34486（敏感数据加密缺失，NVD 初步评分 9.8）的处置全过程。该漏洞源于官方对 CVE-2026-29146 的修复不完整，导致 EncryptInterceptor 加密机制仍可被绕过——本以为是\"打了补丁就安全\"的会话复制加密，实际...",
      "date_published": "2026-11-01T00:00:00.000Z",
      "date_modified": "2026-11-01T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W44-093",
      "url": "https://cloud.tencent.com/developer/article/2770817?policyId=20240000&traceId=&frompage=homepage",
      "title": "微服务网关APISIX入门",
      "content_text": "[fallback] APISIX微服务网关基于OpenResty与etcd构建，支持动态路由、热插件加载及K8s集成，提供限流熔断、金丝雀发布、身份验证等丰富功能。本文详解APISIX在Kubernetes环境下的Helm部署流程、Dashboard配置与Grafana监控嵌入，并通过实战演示上游服务、消费者认证及路由配置，解决apisi...",
      "summary": "[fallback] APISIX微服务网关基于OpenResty与etcd构建，支持动态路由、热插件加载及K8s集成，提供限流熔断、金丝雀发布、身份验证等丰富功能。本文详解APISIX在Kubernetes环境下的Helm部署流程、Dashboard配置与Grafana监控嵌入，并通过实战演示上游服务、消费者认证及路由配置，解决apisi...",
      "date_published": "2026-11-01T00:00:00.000Z",
      "date_modified": "2026-11-01T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W44-092",
      "url": "https://cloud.tencent.com/developer/article/2771610?policyId=20240000&traceId=&frompage=homepage",
      "title": "DocLayout-YOLO：页面轴注意力 + 百万级合成预训练，让 YOLO 读懂文档版面",
      "content_text": "[fallback] DocLayout-YOLO 提出文档专用实时检测器，结合页面轴注意力（PALA）与百万级合成预训练（MeshLayout-1M），在四个异构文档基准上达SOTA，mAP50:95达72.4-96.0%，以更低延迟超越现有实时检测器，实现精度-效率最优权衡。",
      "summary": "[fallback] DocLayout-YOLO 提出文档专用实时检测器，结合页面轴注意力（PALA）与百万级合成预训练（MeshLayout-1M），在四个异构文档基准上达SOTA，mAP50:95达72.4-96.0%，以更低延迟超越现有实时检测器，实现精度-效率最优权衡。",
      "date_published": "2026-11-01T00:00:00.000Z",
      "date_modified": "2026-11-01T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W44-091",
      "url": "https://cloud.tencent.com/developer/article/2771514?policyId=20240000&traceId=&frompage=homepage",
      "title": "用 AI 智能体做 ERP 实施服务：多租户隔离与 Text2SQL 的边界",
      "content_text": "[fallback] AI智能体在ERP实施中可承担知识检索、文档初稿与数据查询等重复性工作，但不能替代人工判断与责任承担。通过只读连接、业务接口调用、SQL模板化及多租户隔离等设计，可实现安全可控的AI辅助。知识库需分类结构化，动作必须读回自证。托管与自部署双轨运行，最终需支持自部署保障数据安全。",
      "summary": "[fallback] AI智能体在ERP实施中可承担知识检索、文档初稿与数据查询等重复性工作，但不能替代人工判断与责任承担。通过只读连接、业务接口调用、SQL模板化及多租户隔离等设计，可实现安全可控的AI辅助。知识库需分类结构化，动作必须读回自证。托管与自部署双轨运行，最终需支持自部署保障数据安全。",
      "date_published": "2026-11-01T00:00:00.000Z",
      "date_modified": "2026-11-01T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W44-090",
      "url": "https://cloud.tencent.com/developer/article/2771331?policyId=20240000&traceId=&frompage=homepage",
      "title": "Jev 实战：为AI工作流引入轻量决策层 x10倍提速｜得物技术",
      "content_text": "[fallback] Jev在AI测试工作流中实现轻量决策层，通过用例打标、UI自动化和知识库检索三场景实践，显著降低耗时与成本，返回结构化概率结果，适合高频明确判断任务。",
      "summary": "[fallback] Jev在AI测试工作流中实现轻量决策层，通过用例打标、UI自动化和知识库检索三场景实践，显著降低耗时与成本，返回结构化概率结果，适合高频明确判断任务。",
      "date_published": "2026-11-01T00:00:00.000Z",
      "date_modified": "2026-11-01T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W44-089",
      "url": "https://cloud.tencent.com/developer/article/2771199?policyId=20240000&traceId=&frompage=homepage",
      "title": "企业级应用的「去平台化」产品思路：你的平台很完美，所以工程师不用它",
      "content_text": "[fallback] 去平台化不是否定平台，而是让人不再直接操作ERP、MES等系统，由AI作为统一入口代为调用。关键在于AI与平台间建立调用、语义、权限、责任四份契约，实现数据互通与责任留痕。成败标准：工程师感觉不到系统存在，事办完了，账目清晰，签字有据。",
      "summary": "[fallback] 去平台化不是否定平台，而是让人不再直接操作ERP、MES等系统，由AI作为统一入口代为调用。关键在于AI与平台间建立调用、语义、权限、责任四份契约，实现数据互通与责任留痕。成败标准：工程师感觉不到系统存在，事办完了，账目清晰，签字有据。",
      "date_published": "2026-11-01T00:00:00.000Z",
      "date_modified": "2026-11-01T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W44-088",
      "url": "https://cloud.tencent.com/developer/article/2771036?policyId=20240000&traceId=&frompage=homepage",
      "title": "在jackson中@JsonAnySetter实现不固定属性序列化和多层级属性序列化实战",
      "content_text": "[fallback] 本文深入解析Jackson中@JsonAnySetter注解的应用，通过单层与多层嵌套JSON数据案例，演示如何处理动态属性序列化。涵盖实体类定义、递归嵌套方案及路径访问技巧，帮助开发者解决复杂JSON数据交互中的属性映射问题，提升开发效率与数据准确性。",
      "summary": "[fallback] 本文深入解析Jackson中@JsonAnySetter注解的应用，通过单层与多层嵌套JSON数据案例，演示如何处理动态属性序列化。涵盖实体类定义、递归嵌套方案及路径访问技巧，帮助开发者解决复杂JSON数据交互中的属性映射问题，提升开发效率与数据准确性。",
      "date_published": "2026-11-01T00:00:00.000Z",
      "date_modified": "2026-11-01T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W44-087",
      "url": "https://cloud.tencent.com/developer/article/2771145?policyId=20240000&traceId=&frompage=homepage",
      "title": "SSH 断了，那条命令到底跑没跑",
      "content_text": "[fallback] W5执行状态机新增unknown终态，用于SSH断线等无法确认命令是否生效的场景，通过防重放门禁（exit120）阻止自动重试，需人工核实后resolve。目标级写锁（exit121）杜绝并发变更交错，审批戳改为one-shot防授权重放，远程回滚采用原子写与指纹校验确保一致性。当前基线v0.1.0-rc.1，309项...",
      "summary": "[fallback] W5执行状态机新增unknown终态，用于SSH断线等无法确认命令是否生效的场景，通过防重放门禁（exit120）阻止自动重试，需人工核实后resolve。目标级写锁（exit121）杜绝并发变更交错，审批戳改为one-shot防授权重放，远程回滚采用原子写与指纹校验确保一致性。当前基线v0.1.0-rc.1，309项...",
      "date_published": "2026-11-01T00:00:00.000Z",
      "date_modified": "2026-11-01T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "AI 应用"
      ]
    },
    {
      "id": "2026-W44-086",
      "url": "https://openai.com/index/introducing-gpt-6-1-terra",
      "title": "Introducing GPT-6.1 Terra",
      "content_text": "[fallback] Bringing fast and capable computer use to everyone",
      "summary": "[fallback] Bringing fast and capable computer use to everyone",
      "date_published": "2026-10-26T00:00:00.000Z",
      "date_modified": "2026-10-26T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "Agent OS",
        ""
      ]
    },
    {
      "id": "2026-W44-085",
      "url": "https://openai.com/index/openai-cut-incident-investigation",
      "title": "How Ultrafast cut incident investigation from hours to minutes at OpenAI",
      "content_text": "[fallback] See how OpenAI engineers use Codex Ultrafast to investigate incidents in minutes. Explore faster security analysis, code refactoring, and daily workflows.",
      "summary": "[fallback] See how OpenAI engineers use Codex Ultrafast to investigate incidents in minutes. Explore faster security analysis, code refactoring, and daily workflows.",
      "date_published": "2026-10-26T00:00:00.000Z",
      "date_modified": "2026-10-26T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型",
        ""
      ]
    },
    {
      "id": "2026-W44-084",
      "url": "https://openai.com/index/fanatics-streamline-fan-experience",
      "title": "How Fanatics and OpenAI streamline the fan experience",
      "content_text": "[fallback] Fanatics uses OpenAI to help fans complete their game-day outfits with Shop the Look. Testing across roughly 30,000 MLB products showed 10% higher engagement.",
      "summary": "[fallback] Fanatics uses OpenAI to help fans complete their game-day outfits with Shop the Look. Testing across roughly 30,000 MLB products showed 10% higher engagement.",
      "date_published": "2026-10-26T00:00:00.000Z",
      "date_modified": "2026-10-26T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型"
      ]
    },
    {
      "id": "2026-W44-083",
      "url": "https://openai.com/index/chatgpt-expanding-world-of-work",
      "title": "ChatGPT’s expanding world of work",
      "content_text": "[fallback] Explore OpenAI Signals data on 165 work activities across nearly 100 countries, revealing how people use ChatGPT for work and how usage changes over time.",
      "summary": "[fallback] Explore OpenAI Signals data on 165 work activities across nearly 100 countries, revealing how people use ChatGPT for work and how usage changes over time.",
      "date_published": "2026-10-26T00:00:00.000Z",
      "date_modified": "2026-10-26T00:00:00.000Z",
      "authors": [
        {
          "name": "fallback-template"
        }
      ],
      "tags": [
        "大模型",
        ""
      ]
    }
  ]
}