{
  "schema_version": "daily-public-1",
  "date": "2026-09-14",
  "title": "开源合作的新安排，四年学员制的就业争议",
  "summary": "中方拟建设金砖人工智能开源专区，上线时间与参加条件待公布；胖东来面向以后新招员工宣布四年学员安排，培训回报与就业稳定成为争议。沪杭本周各选四场演出；论文栏为两篇旧文方法补读。",
  "url": "https://daily.yisiliu.io/20260914/",
  "dateModified": "2026-09-14T07:43:39.633208+08:00",
  "language": "zh-CN",
  "images": {
    "hero": {
      "url": "https://daily.yisiliu.io/20260914/assets/hero.png",
      "alt": "开源合作的新安排，四年学员制的就业争议｜金砖开源合作、服务贸易与职业选择的拼贴插画",
      "caption": "开源合作的新安排，四年学员制的就业争议｜主题插画，非新闻现场照片。"
    },
    "hotspots": {
      "url": "https://daily.yisiliu.io/20260914/assets/hotspots.png",
      "alt": "四年学员制：技能培养与跨环境就业的主题插画",
      "caption": "从培训到再就业：个人技能与接收企业环境需要共同考量。主题插画，非新闻现场照片。"
    }
  },
  "sections": [
    {
      "id": "macro",
      "title": "宏观与政策",
      "items": [
        {
          "id": "macro_brics_open_source",
          "title": "中方拟建设金砖人工智能开源专区，明年举办服务贸易论坛",
          "summary": "9月13日金砖峰会第二阶段会议上，习近平提出建设金砖国家人工智能开源专区，支持大语言模型开发和应用合作；中方还宣布将于2027年举办金砖国家服务贸易论坛。相较前一天的工业化合作倡议，这次讲话增加了具体合作载体，但专区上线时间和参加条件仍未公布。",
          "event_time": "2026-09-13，新德里",
          "older_background": false,
          "sources": [
            {
              "name": "外交部",
              "url": "https://www.mfa.gov.cn/zyxw/202609/t20260913_12021298.shtml"
            }
          ],
          "source_name": "外交部",
          "source_url": "https://www.mfa.gov.cn/zyxw/202609/t20260913_12021298.shtml"
        },
        {
          "id": "macro_ciftis_close",
          "title": "服贸会闭幕，1200余项成果不能直接换算成成交额",
          "summary": "9月13日服贸会在北京闭幕。新华社报道，本届形成七类共1200余项成果，“投资北京”推介会现场签约36个重点项目。报道没有给出这些成果对应的统一合同金额或后续履约额，评估贸易贡献还需要实际交付数据。",
          "event_time": "2026-09-13；展会为9月9日至13日",
          "older_background": false,
          "sources": [
            {
              "name": "中国政府网转载新华社",
              "url": "https://www.gov.cn/yaowen/liebiao/202609/content_7080976.htm"
            }
          ],
          "source_name": "中国政府网转载新华社",
          "source_url": "https://www.gov.cn/yaowen/liebiao/202609/content_7080976.htm"
        },
        {
          "id": "macro_apec_energy",
          "title": "周末补读：APEC能源合作准则保留自愿、非约束性质",
          "summary": "9月10日至11日，北京APEC能源部长会议通过能源安全协同的非约束性准则，强调进口来源多元化及应急响应合作。会议还通过面向2026—2030年的人工智能与能源政策推荐。这是9月11日会议的背景补读，相关准则保留自愿、非约束性质。",
          "event_time": "2026-09-10至2026-09-11；新华社电稿日期9月11日",
          "older_background": true,
          "sources": [
            {
              "name": "中国政府网转载新华社",
              "url": "https://www.gov.cn/yaowen/liebiao/202609/content_7080912.htm"
            }
          ],
          "source_name": "中国政府网转载新华社",
          "source_url": "https://www.gov.cn/yaowen/liebiao/202609/content_7080912.htm"
        }
      ]
    },
    {
      "id": "hotspots",
      "title": "中文热点",
      "items": [
        {
          "id": "pangdonglai-four-year-training",
          "title": "胖东来四年学员制：培养人才与稳定就业，如何兼容？",
          "what_happened": "9月13日，新浪新闻转载大河报豫视频报道，于东来宣布胖东来新的招工安排：今后再招员工均为学员性质，合同四年、不续签，期满走向社会。公司除训练相关技术，也希望帮助员工形成独立的生活观念，为社会输送人才；特别专业者可留企担任培训师傅。该安排面向以后新招员工。四年里学到的本领，能否在其他企业换来收入，是这项培养安排最需要回答的问题。报道尚未附劳动合同全文，期满安排也无详细说明，就业稳定与人才流动之间的取舍仍有待厘清。",
          "discussion": "微博吕俭SVM担心成熟队伍流动增加培训与试错成本，也承认向行业传播经验的诉求；知乎壹哥则把安排理解为筛选认同企业文化的人、延续文化。吕俭SVM关注人员稳定，壹哥强调文化传承；这些是两位作者的解读。",
          "near": {
            "name": "通用与专用人力资本",
            "field": "劳动经济学",
            "body": "培训若形成其他雇主也认可的技能，员工离开后仍可获得回报；若优势依赖本企业流程和待遇，四年后的外部回报便不确定。关键是离职后技能还能否换来收入。企业付出训练成本，员工则承担岗位不再续签的风险。"
          },
          "far": {
            "name": "软件迁移的依赖可移植性",
            "field": "软件系统工程",
            "body": "程序在原环境正常运行，不代表换环境仍然有效，迁移要检查接口与依赖。技能如同程序，管理授权和服务流程则对应运行环境：接收企业缺少这些配套，个人即使带走全部经验，也未必能复现原来的服务效果。由此考察人才输出，还需要了解接收企业愿意改变多少工作安排。"
          },
          "boundary": "近模型讨论培训回报由谁获得，远模型补充回报实现需要的环境。人能自主学习，软件迁移类比无法衡量这种适应能力。这些模型也不回答合同是否合法，不能代替员工表达意愿；“学员”称呼本身不决定劳动法适用。",
          "variables": "看正式招聘是否明确师傅留任条件与期满安排，再看外部雇主是否认可培训所得。离岗后的收入和再就业时间会改变对培训回报的判断；若员工无需复制原企业环境也能稳定就业，迁移障碍的解释力就会减弱。",
          "sources": [
            {
              "name": "新浪新闻转载大河报豫视频",
              "url": "https://news.sina.com.cn/s/2026-09-13/doc-inirscya7894455.shtml"
            },
            {
              "name": "吕俭SVM",
              "url": "https://weibo.com/5908317533/RhVrb5g7J?refer_flag=1001030103_"
            },
            {
              "name": "壹哥",
              "url": "https://www.zhihu.com/question/2082478357984421508/answer/2082570452426348371"
            }
          ],
          "source_name": "新浪新闻转载大河报豫视频",
          "source_url": "https://news.sina.com.cn/s/2026-09-13/doc-inirscya7894455.shtml"
        }
      ]
    },
    {
      "id": "local-life",
      "title": "沪杭本周现场",
      "summary": "9月14日—20日，上海、杭州各四场；按开始时间排序，所有时间为北京时间。",
      "common_ticket_rules": "票品售出概不退换，因不可抗力导致演出取消或延期除外。价格为所列票档，不代表实时库存；售票截止时间不等于允许迟到入场。未列明的年龄条件请购票前向主办方确认。",
      "items": [
        {
          "id": "301764",
          "city": "上海",
          "official_title": "【上海站】LÜCY 2026 TOUR",
          "start_at": "2026-09-16T20:00:00+08:00",
          "end_at": "2026-09-16T21:30:00+08:00",
          "display_time": "09月16日 20:00-09月16日 21:30",
          "weekday": "周三",
          "venue": "MODERN SKY LAB上海",
          "address": "上海市虹口区瑞虹天地月亮湾3楼ModernSkyLAB摩登天空；联系电话：65807180",
          "price_text": "228元／人， 音乐绿洲・全价票",
          "purchase_restrictions": "一个身份证限购一张，跨平台勿重复购票；携带绑定观演人身份证原件，一证一票；儿童一律凭票。禁止夜排、物排、代排及专业摄影摄像设备；可能按安全要求抽号或提前进场。",
          "checked_at": "2026-09-14T07:17:30.558518+08:00",
          "title": "【上海站】LÜCY 2026 TOUR",
          "sales_deadline": "2026-09-16 21:00:00",
          "sources": [
            {
              "name": "秀动演出详情",
              "url": "https://www.showstart.com/event/301764"
            }
          ],
          "other_tiers": [],
          "note": "上海周三场，与杭州周四场可择城安排。",
          "source_name": "秀动演出详情",
          "source_url": "https://www.showstart.com/event/301764"
        },
        {
          "id": "309361",
          "city": "上海",
          "official_title": "YYT Channel.34：独立流行夜 Indie Pop Night",
          "start_at": "2026-09-17T20:00:00+08:00",
          "end_at": "2026-09-17T22:00:00+08:00",
          "display_time": "09月17日 20:00-09月17日 22:00",
          "weekday": "周四",
          "venue": "育音堂小镇 B厅 YUYINTOWN BASEMENT",
          "address": "上海市长宁区昭化路658号 地下一层",
          "price_text": "58元／人，不指名票",
          "purchase_restrictions": "所有票票种皆可观看全场演出，\n含酒水或软饮料一杯（未成年人换取软饮料）",
          "checked_at": "2026-09-14T07:17:30.558747+08:00",
          "title": "YYT Channel.34：独立流行夜 Indie Pop Night",
          "sales_deadline": "2026-09-17 22:00:00",
          "sources": [
            {
              "name": "秀动演出详情",
              "url": "https://www.showstart.com/event/309361"
            }
          ],
          "other_tiers": [],
          "note": "不指名票可观看全场；指名票与不指名票的截止时间不同。",
          "source_name": "秀动演出详情",
          "source_url": "https://www.showstart.com/event/309361"
        },
        {
          "id": "307469",
          "city": "上海",
          "official_title": "美国阳光男孩唱作人DAVID HUGO 上海站",
          "start_at": "2026-09-18T20:00:00+08:00",
          "end_at": "2026-09-18T22:00:00+08:00",
          "display_time": "09月18日 20:00-09月18日 22:00",
          "weekday": "周五",
          "venue": "育音堂小镇 C厅 YUYINTOWN CUBE ",
          "address": "上海市长宁区昭化路658号CPARK.D栋 地下一层",
          "price_text": "180元／人，预售票",
          "purchase_restrictions": "",
          "checked_at": "2026-09-14T07:22:12.635705+08:00",
          "title": "美国阳光男孩唱作人DAVID HUGO 上海站",
          "sales_deadline": "2026-09-18 10:00:00",
          "sources": [
            {
              "name": "秀动演出详情",
              "url": "https://www.showstart.com/event/307469"
            }
          ],
          "other_tiers": [],
          "note": "上海站在周五，预售票当天上午截止。",
          "source_name": "秀动演出详情",
          "source_url": "https://www.showstart.com/event/307469"
        },
        {
          "id": "305271",
          "city": "上海",
          "official_title": "波兰emo/盯鞋乐队 Eli’s Ladder 巡演上海站",
          "start_at": "2026-09-20T20:00:00+08:00",
          "end_at": "2026-09-20T22:00:00+08:00",
          "display_time": "09月20日 20:00-09月20日 22:00",
          "weekday": "周日",
          "venue": "育音堂小镇 C厅 YUYINTOWN CUBE ",
          "address": "上海市长宁区昭化路658号CPARK.D栋 地下一层",
          "price_text": "168元／人，单人票",
          "purchase_restrictions": "",
          "checked_at": "2026-09-14T07:17:30.779493+08:00",
          "title": "波兰emo/盯鞋乐队 Eli’s Ladder 巡演上海站",
          "sales_deadline": "2026-09-20 21:30:00",
          "sources": [
            {
              "name": "秀动演出详情",
              "url": "https://www.showstart.com/event/305271"
            }
          ],
          "other_tiers": [],
          "note": "周日的emo／盯鞋乐队专场。",
          "source_name": "秀动演出详情",
          "source_url": "https://www.showstart.com/event/305271"
        },
        {
          "id": "307468",
          "city": "杭州",
          "official_title": "美国阳光男孩唱作人DAVID HUGO 杭州站",
          "start_at": "2026-09-16T20:00:00+08:00",
          "end_at": "2026-09-16T22:00:00+08:00",
          "display_time": "09月16日 20:00-09月16日 22:00",
          "weekday": "周三",
          "venue": "酒球会",
          "address": "杭州市西湖区万塘路262号酒球会(杭州店)",
          "price_text": "180元／人，预售票",
          "purchase_restrictions": "",
          "checked_at": "2026-09-14T07:17:31.222684+08:00",
          "title": "美国阳光男孩唱作人DAVID HUGO 杭州站",
          "sales_deadline": "2026-09-16 10:00:00",
          "sources": [
            {
              "name": "秀动演出详情",
              "url": "https://www.showstart.com/event/307468"
            }
          ],
          "other_tiers": [],
          "note": "杭州站在周三，预售票当天上午截止。",
          "source_name": "秀动演出详情",
          "source_url": "https://www.showstart.com/event/307468"
        },
        {
          "id": "301765",
          "city": "杭州",
          "official_title": "【杭州站】LÜCY 2026 TOUR",
          "start_at": "2026-09-17T20:00:00+08:00",
          "end_at": "2026-09-17T21:30:00+08:00",
          "display_time": "09月17日 20:00-09月17日 21:30",
          "weekday": "周四",
          "venue": "LiveShop Uni由你现场",
          "address": "浙江省杭州市拱墅区武林之星博览中心2号厂房02商铺",
          "price_text": "228元／人，音乐绿洲・全价票",
          "purchase_restrictions": "一个身份证限购一张，跨平台勿重复购票；携带绑定观演人身份证原件，一证一票；儿童一律凭票。禁止夜排、物排、代排及专业摄影摄像设备；可能按安全要求抽号或提前进场。",
          "checked_at": "2026-09-14T07:17:31.467307+08:00",
          "title": "【杭州站】LÜCY 2026 TOUR",
          "sales_deadline": "2026-09-17 21:00:00",
          "sources": [
            {
              "name": "秀动演出详情",
              "url": "https://www.showstart.com/event/301765"
            }
          ],
          "other_tiers": [],
          "note": "杭州周四场，普通全价票不含VIP专属权益。",
          "source_name": "秀动演出详情",
          "source_url": "https://www.showstart.com/event/301765"
        },
        {
          "id": "301685",
          "city": "杭州",
          "official_title": "NewNoise呈现｜WE LOST THE SEA 2026 杭州专场",
          "start_at": "2026-09-18T20:30:00+08:00",
          "end_at": "2026-09-18T22:00:00+08:00",
          "display_time": "09月18日 20:30-09月18日 22:00",
          "weekday": "周五",
          "venue": "杭州 MAO Livehouse",
          "address": "浙江省杭州市上城区中山南路77号尚城1157二楼",
          "price_text": "180元／人，预售票",
          "purchase_restrictions": "如果预售票提前售罄，演出当天将不开设现场票环节",
          "checked_at": "2026-09-14T07:17:31.850960+08:00",
          "title": "NewNoise呈现｜WE LOST THE SEA 2026 杭州专场",
          "sales_deadline": "2026-09-18 19:00:00",
          "sources": [
            {
              "name": "秀动演出详情",
              "url": "https://www.showstart.com/event/301685"
            }
          ],
          "other_tiers": [],
          "note": "计划现场购票前，先确认预售是否已售罄。",
          "source_name": "秀动演出详情",
          "source_url": "https://www.showstart.com/event/301685"
        },
        {
          "id": "307251",
          "city": "杭州",
          "official_title": "Toninho Horta 2026巡演杭州站",
          "start_at": "2026-09-20T20:00:00+08:00",
          "end_at": "2026-09-20T21:30:00+08:00",
          "display_time": "09月20日 20:00-09月20日 21:30",
          "weekday": "周日",
          "venue": "爵士黄楼",
          "address": "杭州市上城区柳营路6号",
          "price_text": "220元／人，预售票",
          "purchase_restrictions": "19:30 入场；座位先到先得；260元全价票20:00入场，不保证座位（9月20日19:30起售）。",
          "checked_at": "2026-09-14T07:17:31.942880+08:00",
          "title": "Toninho Horta 2026巡演杭州站",
          "sales_deadline": "2026-09-20 19:30:00",
          "sources": [
            {
              "name": "秀动演出详情",
              "url": "https://www.showstart.com/event/307251"
            }
          ],
          "other_tiers": [],
          "note": "预售票与全价票的入场及座位规则不同。",
          "title_note": "演出名按艺人及场次简写；票务平台宣传原题不作为年龄或获奖事实依据。",
          "source_name": "秀动演出详情",
          "source_url": "https://www.showstart.com/event/307251"
        }
      ]
    },
    {
      "id": "papers",
      "title": "今日新论文／方法补读",
      "summary": "截至9月14日07:15，尚无符合本期48小时窗口的新论文得到确认。以下两篇均为旧文方法补读，分别于9月10日、9月9日提交，9月11日公告；实验结果为作者报告，不代表独立复现。",
      "items": [
        {
          "id": "paper_2609_11060",
          "title": "Grounding Agent Memory: Environment-Probing Curation for Enterprise Agents",
          "summary": "旧文补读。作者让负责整理长期记忆的智能体先用只读工具核对环境，再保存经验。在含数据库结构变化的CLBench实验中，无记忆方案通过率为39%，普通记忆为70%，增加环境核对后为73%；不能把39%到73%的全部改善都归给新增核对步骤。论文另列的任务阶段费用不含记忆整理费用，因此不足以据此断言系统总成本减半。",
          "authors": [
            "Susheel Suresh",
            "Hazel Mak",
            "Sahil Bhatnagar",
            "Chhaya Methani",
            "Alejandro Gutierrez Munoz"
          ],
          "version": "v1",
          "listing_date": "2026-09-11",
          "submitted_at": "2026-09-10T04:06:16Z",
          "reading_type": "旧文方法补读",
          "sources": [
            {
              "name": "arXiv",
              "url": "https://arxiv.org/abs/2609.11060v1"
            },
            {
              "name": "arXiv论文全文",
              "url": "https://arxiv.org/html/2609.11060v1"
            }
          ],
          "source_name": "arXiv",
          "source_url": "https://arxiv.org/abs/2609.11060v1"
        },
        {
          "id": "paper_2609_10629",
          "title": "Automating Quadratic Unconstrained Binary Optimization (QUBO) Formulation Generation from Natural Language",
          "summary": "旧文补读。研究把自然语言优化问题转换成可执行的二次无约束二进制优化形式，并用小规模已知答案检查公式和代码。QUBOBench包含100道问题；完整流程正确率68%，单次调用基线46%，去掉迭代反馈后降至35%。更复杂的角色分工本身没有保证收益，实验中起作用的是获得反馈后反复修正。结果仍受小规模测试覆盖限制，不能证明任意规模的数学建模都正确。",
          "authors": [
            "Niloy Kumar Mondal",
            "Md Rizwan Parvez"
          ],
          "version": "v1",
          "listing_date": "2026-09-11",
          "submitted_at": "2026-09-09T05:44:59Z",
          "reading_type": "旧文方法补读",
          "sources": [
            {
              "name": "arXiv",
              "url": "https://arxiv.org/abs/2609.10629v1"
            },
            {
              "name": "arXiv论文全文",
              "url": "https://arxiv.org/html/2609.10629v1"
            }
          ],
          "source_name": "arXiv",
          "source_url": "https://arxiv.org/abs/2609.10629v1"
        }
      ]
    }
  ],
  "generated_at": "2026-09-14T07:43:39.633208+08:00",
  "items": [
    {
      "id": "macro_brics_open_source",
      "title": "中方拟建设金砖人工智能开源专区，明年举办服务贸易论坛",
      "summary": "9月13日金砖峰会第二阶段会议上，习近平提出建设金砖国家人工智能开源专区，支持大语言模型开发和应用合作；中方还宣布将于2027年举办金砖国家服务贸易论坛。相较前一天的工业化合作倡议，这次讲话增加了具体合作载体，但专区上线时间和参加条件仍未公布。",
      "event_time": "2026-09-13，新德里",
      "older_background": false,
      "sources": [
        {
          "name": "外交部",
          "url": "https://www.mfa.gov.cn/zyxw/202609/t20260913_12021298.shtml"
        }
      ],
      "source_name": "外交部",
      "source_url": "https://www.mfa.gov.cn/zyxw/202609/t20260913_12021298.shtml"
    },
    {
      "id": "macro_ciftis_close",
      "title": "服贸会闭幕，1200余项成果不能直接换算成成交额",
      "summary": "9月13日服贸会在北京闭幕。新华社报道，本届形成七类共1200余项成果，“投资北京”推介会现场签约36个重点项目。报道没有给出这些成果对应的统一合同金额或后续履约额，评估贸易贡献还需要实际交付数据。",
      "event_time": "2026-09-13；展会为9月9日至13日",
      "older_background": false,
      "sources": [
        {
          "name": "中国政府网转载新华社",
          "url": "https://www.gov.cn/yaowen/liebiao/202609/content_7080976.htm"
        }
      ],
      "source_name": "中国政府网转载新华社",
      "source_url": "https://www.gov.cn/yaowen/liebiao/202609/content_7080976.htm"
    },
    {
      "id": "macro_apec_energy",
      "title": "周末补读：APEC能源合作准则保留自愿、非约束性质",
      "summary": "9月10日至11日，北京APEC能源部长会议通过能源安全协同的非约束性准则，强调进口来源多元化及应急响应合作。会议还通过面向2026—2030年的人工智能与能源政策推荐。这是9月11日会议的背景补读，相关准则保留自愿、非约束性质。",
      "event_time": "2026-09-10至2026-09-11；新华社电稿日期9月11日",
      "older_background": true,
      "sources": [
        {
          "name": "中国政府网转载新华社",
          "url": "https://www.gov.cn/yaowen/liebiao/202609/content_7080912.htm"
        }
      ],
      "source_name": "中国政府网转载新华社",
      "source_url": "https://www.gov.cn/yaowen/liebiao/202609/content_7080912.htm"
    },
    {
      "id": "pangdonglai-four-year-training",
      "title": "胖东来四年学员制：培养人才与稳定就业，如何兼容？",
      "what_happened": "9月13日，新浪新闻转载大河报豫视频报道，于东来宣布胖东来新的招工安排：今后再招员工均为学员性质，合同四年、不续签，期满走向社会。公司除训练相关技术，也希望帮助员工形成独立的生活观念，为社会输送人才；特别专业者可留企担任培训师傅。该安排面向以后新招员工。四年里学到的本领，能否在其他企业换来收入，是这项培养安排最需要回答的问题。报道尚未附劳动合同全文，期满安排也无详细说明，就业稳定与人才流动之间的取舍仍有待厘清。",
      "discussion": "微博吕俭SVM担心成熟队伍流动增加培训与试错成本，也承认向行业传播经验的诉求；知乎壹哥则把安排理解为筛选认同企业文化的人、延续文化。吕俭SVM关注人员稳定，壹哥强调文化传承；这些是两位作者的解读。",
      "near": {
        "name": "通用与专用人力资本",
        "field": "劳动经济学",
        "body": "培训若形成其他雇主也认可的技能，员工离开后仍可获得回报；若优势依赖本企业流程和待遇，四年后的外部回报便不确定。关键是离职后技能还能否换来收入。企业付出训练成本，员工则承担岗位不再续签的风险。"
      },
      "far": {
        "name": "软件迁移的依赖可移植性",
        "field": "软件系统工程",
        "body": "程序在原环境正常运行，不代表换环境仍然有效，迁移要检查接口与依赖。技能如同程序，管理授权和服务流程则对应运行环境：接收企业缺少这些配套，个人即使带走全部经验，也未必能复现原来的服务效果。由此考察人才输出，还需要了解接收企业愿意改变多少工作安排。"
      },
      "boundary": "近模型讨论培训回报由谁获得，远模型补充回报实现需要的环境。人能自主学习，软件迁移类比无法衡量这种适应能力。这些模型也不回答合同是否合法，不能代替员工表达意愿；“学员”称呼本身不决定劳动法适用。",
      "variables": "看正式招聘是否明确师傅留任条件与期满安排，再看外部雇主是否认可培训所得。离岗后的收入和再就业时间会改变对培训回报的判断；若员工无需复制原企业环境也能稳定就业，迁移障碍的解释力就会减弱。",
      "sources": [
        {
          "name": "新浪新闻转载大河报豫视频",
          "url": "https://news.sina.com.cn/s/2026-09-13/doc-inirscya7894455.shtml"
        },
        {
          "name": "吕俭SVM",
          "url": "https://weibo.com/5908317533/RhVrb5g7J?refer_flag=1001030103_"
        },
        {
          "name": "壹哥",
          "url": "https://www.zhihu.com/question/2082478357984421508/answer/2082570452426348371"
        }
      ],
      "source_name": "新浪新闻转载大河报豫视频",
      "source_url": "https://news.sina.com.cn/s/2026-09-13/doc-inirscya7894455.shtml"
    },
    {
      "id": "301764",
      "city": "上海",
      "official_title": "【上海站】LÜCY 2026 TOUR",
      "start_at": "2026-09-16T20:00:00+08:00",
      "end_at": "2026-09-16T21:30:00+08:00",
      "display_time": "09月16日 20:00-09月16日 21:30",
      "weekday": "周三",
      "venue": "MODERN SKY LAB上海",
      "address": "上海市虹口区瑞虹天地月亮湾3楼ModernSkyLAB摩登天空；联系电话：65807180",
      "price_text": "228元／人， 音乐绿洲・全价票",
      "purchase_restrictions": "一个身份证限购一张，跨平台勿重复购票；携带绑定观演人身份证原件，一证一票；儿童一律凭票。禁止夜排、物排、代排及专业摄影摄像设备；可能按安全要求抽号或提前进场。",
      "checked_at": "2026-09-14T07:17:30.558518+08:00",
      "title": "【上海站】LÜCY 2026 TOUR",
      "sales_deadline": "2026-09-16 21:00:00",
      "sources": [
        {
          "name": "秀动演出详情",
          "url": "https://www.showstart.com/event/301764"
        }
      ],
      "other_tiers": [],
      "note": "上海周三场，与杭州周四场可择城安排。",
      "source_name": "秀动演出详情",
      "source_url": "https://www.showstart.com/event/301764"
    },
    {
      "id": "309361",
      "city": "上海",
      "official_title": "YYT Channel.34：独立流行夜 Indie Pop Night",
      "start_at": "2026-09-17T20:00:00+08:00",
      "end_at": "2026-09-17T22:00:00+08:00",
      "display_time": "09月17日 20:00-09月17日 22:00",
      "weekday": "周四",
      "venue": "育音堂小镇 B厅 YUYINTOWN BASEMENT",
      "address": "上海市长宁区昭化路658号 地下一层",
      "price_text": "58元／人，不指名票",
      "purchase_restrictions": "所有票票种皆可观看全场演出，\n含酒水或软饮料一杯（未成年人换取软饮料）",
      "checked_at": "2026-09-14T07:17:30.558747+08:00",
      "title": "YYT Channel.34：独立流行夜 Indie Pop Night",
      "sales_deadline": "2026-09-17 22:00:00",
      "sources": [
        {
          "name": "秀动演出详情",
          "url": "https://www.showstart.com/event/309361"
        }
      ],
      "other_tiers": [],
      "note": "不指名票可观看全场；指名票与不指名票的截止时间不同。",
      "source_name": "秀动演出详情",
      "source_url": "https://www.showstart.com/event/309361"
    },
    {
      "id": "307469",
      "city": "上海",
      "official_title": "美国阳光男孩唱作人DAVID HUGO 上海站",
      "start_at": "2026-09-18T20:00:00+08:00",
      "end_at": "2026-09-18T22:00:00+08:00",
      "display_time": "09月18日 20:00-09月18日 22:00",
      "weekday": "周五",
      "venue": "育音堂小镇 C厅 YUYINTOWN CUBE ",
      "address": "上海市长宁区昭化路658号CPARK.D栋 地下一层",
      "price_text": "180元／人，预售票",
      "purchase_restrictions": "",
      "checked_at": "2026-09-14T07:22:12.635705+08:00",
      "title": "美国阳光男孩唱作人DAVID HUGO 上海站",
      "sales_deadline": "2026-09-18 10:00:00",
      "sources": [
        {
          "name": "秀动演出详情",
          "url": "https://www.showstart.com/event/307469"
        }
      ],
      "other_tiers": [],
      "note": "上海站在周五，预售票当天上午截止。",
      "source_name": "秀动演出详情",
      "source_url": "https://www.showstart.com/event/307469"
    },
    {
      "id": "305271",
      "city": "上海",
      "official_title": "波兰emo/盯鞋乐队 Eli’s Ladder 巡演上海站",
      "start_at": "2026-09-20T20:00:00+08:00",
      "end_at": "2026-09-20T22:00:00+08:00",
      "display_time": "09月20日 20:00-09月20日 22:00",
      "weekday": "周日",
      "venue": "育音堂小镇 C厅 YUYINTOWN CUBE ",
      "address": "上海市长宁区昭化路658号CPARK.D栋 地下一层",
      "price_text": "168元／人，单人票",
      "purchase_restrictions": "",
      "checked_at": "2026-09-14T07:17:30.779493+08:00",
      "title": "波兰emo/盯鞋乐队 Eli’s Ladder 巡演上海站",
      "sales_deadline": "2026-09-20 21:30:00",
      "sources": [
        {
          "name": "秀动演出详情",
          "url": "https://www.showstart.com/event/305271"
        }
      ],
      "other_tiers": [],
      "note": "周日的emo／盯鞋乐队专场。",
      "source_name": "秀动演出详情",
      "source_url": "https://www.showstart.com/event/305271"
    },
    {
      "id": "307468",
      "city": "杭州",
      "official_title": "美国阳光男孩唱作人DAVID HUGO 杭州站",
      "start_at": "2026-09-16T20:00:00+08:00",
      "end_at": "2026-09-16T22:00:00+08:00",
      "display_time": "09月16日 20:00-09月16日 22:00",
      "weekday": "周三",
      "venue": "酒球会",
      "address": "杭州市西湖区万塘路262号酒球会(杭州店)",
      "price_text": "180元／人，预售票",
      "purchase_restrictions": "",
      "checked_at": "2026-09-14T07:17:31.222684+08:00",
      "title": "美国阳光男孩唱作人DAVID HUGO 杭州站",
      "sales_deadline": "2026-09-16 10:00:00",
      "sources": [
        {
          "name": "秀动演出详情",
          "url": "https://www.showstart.com/event/307468"
        }
      ],
      "other_tiers": [],
      "note": "杭州站在周三，预售票当天上午截止。",
      "source_name": "秀动演出详情",
      "source_url": "https://www.showstart.com/event/307468"
    },
    {
      "id": "301765",
      "city": "杭州",
      "official_title": "【杭州站】LÜCY 2026 TOUR",
      "start_at": "2026-09-17T20:00:00+08:00",
      "end_at": "2026-09-17T21:30:00+08:00",
      "display_time": "09月17日 20:00-09月17日 21:30",
      "weekday": "周四",
      "venue": "LiveShop Uni由你现场",
      "address": "浙江省杭州市拱墅区武林之星博览中心2号厂房02商铺",
      "price_text": "228元／人，音乐绿洲・全价票",
      "purchase_restrictions": "一个身份证限购一张，跨平台勿重复购票；携带绑定观演人身份证原件，一证一票；儿童一律凭票。禁止夜排、物排、代排及专业摄影摄像设备；可能按安全要求抽号或提前进场。",
      "checked_at": "2026-09-14T07:17:31.467307+08:00",
      "title": "【杭州站】LÜCY 2026 TOUR",
      "sales_deadline": "2026-09-17 21:00:00",
      "sources": [
        {
          "name": "秀动演出详情",
          "url": "https://www.showstart.com/event/301765"
        }
      ],
      "other_tiers": [],
      "note": "杭州周四场，普通全价票不含VIP专属权益。",
      "source_name": "秀动演出详情",
      "source_url": "https://www.showstart.com/event/301765"
    },
    {
      "id": "301685",
      "city": "杭州",
      "official_title": "NewNoise呈现｜WE LOST THE SEA 2026 杭州专场",
      "start_at": "2026-09-18T20:30:00+08:00",
      "end_at": "2026-09-18T22:00:00+08:00",
      "display_time": "09月18日 20:30-09月18日 22:00",
      "weekday": "周五",
      "venue": "杭州 MAO Livehouse",
      "address": "浙江省杭州市上城区中山南路77号尚城1157二楼",
      "price_text": "180元／人，预售票",
      "purchase_restrictions": "如果预售票提前售罄，演出当天将不开设现场票环节",
      "checked_at": "2026-09-14T07:17:31.850960+08:00",
      "title": "NewNoise呈现｜WE LOST THE SEA 2026 杭州专场",
      "sales_deadline": "2026-09-18 19:00:00",
      "sources": [
        {
          "name": "秀动演出详情",
          "url": "https://www.showstart.com/event/301685"
        }
      ],
      "other_tiers": [],
      "note": "计划现场购票前，先确认预售是否已售罄。",
      "source_name": "秀动演出详情",
      "source_url": "https://www.showstart.com/event/301685"
    },
    {
      "id": "307251",
      "city": "杭州",
      "official_title": "Toninho Horta 2026巡演杭州站",
      "start_at": "2026-09-20T20:00:00+08:00",
      "end_at": "2026-09-20T21:30:00+08:00",
      "display_time": "09月20日 20:00-09月20日 21:30",
      "weekday": "周日",
      "venue": "爵士黄楼",
      "address": "杭州市上城区柳营路6号",
      "price_text": "220元／人，预售票",
      "purchase_restrictions": "19:30 入场；座位先到先得；260元全价票20:00入场，不保证座位（9月20日19:30起售）。",
      "checked_at": "2026-09-14T07:17:31.942880+08:00",
      "title": "Toninho Horta 2026巡演杭州站",
      "sales_deadline": "2026-09-20 19:30:00",
      "sources": [
        {
          "name": "秀动演出详情",
          "url": "https://www.showstart.com/event/307251"
        }
      ],
      "other_tiers": [],
      "note": "预售票与全价票的入场及座位规则不同。",
      "title_note": "演出名按艺人及场次简写；票务平台宣传原题不作为年龄或获奖事实依据。",
      "source_name": "秀动演出详情",
      "source_url": "https://www.showstart.com/event/307251"
    },
    {
      "id": "paper_2609_11060",
      "title": "Grounding Agent Memory: Environment-Probing Curation for Enterprise Agents",
      "summary": "旧文补读。作者让负责整理长期记忆的智能体先用只读工具核对环境，再保存经验。在含数据库结构变化的CLBench实验中，无记忆方案通过率为39%，普通记忆为70%，增加环境核对后为73%；不能把39%到73%的全部改善都归给新增核对步骤。论文另列的任务阶段费用不含记忆整理费用，因此不足以据此断言系统总成本减半。",
      "authors": [
        "Susheel Suresh",
        "Hazel Mak",
        "Sahil Bhatnagar",
        "Chhaya Methani",
        "Alejandro Gutierrez Munoz"
      ],
      "version": "v1",
      "listing_date": "2026-09-11",
      "submitted_at": "2026-09-10T04:06:16Z",
      "reading_type": "旧文方法补读",
      "sources": [
        {
          "name": "arXiv",
          "url": "https://arxiv.org/abs/2609.11060v1"
        },
        {
          "name": "arXiv论文全文",
          "url": "https://arxiv.org/html/2609.11060v1"
        }
      ],
      "source_name": "arXiv",
      "source_url": "https://arxiv.org/abs/2609.11060v1"
    },
    {
      "id": "paper_2609_10629",
      "title": "Automating Quadratic Unconstrained Binary Optimization (QUBO) Formulation Generation from Natural Language",
      "summary": "旧文补读。研究把自然语言优化问题转换成可执行的二次无约束二进制优化形式，并用小规模已知答案检查公式和代码。QUBOBench包含100道问题；完整流程正确率68%，单次调用基线46%，去掉迭代反馈后降至35%。更复杂的角色分工本身没有保证收益，实验中起作用的是获得反馈后反复修正。结果仍受小规模测试覆盖限制，不能证明任意规模的数学建模都正确。",
      "authors": [
        "Niloy Kumar Mondal",
        "Md Rizwan Parvez"
      ],
      "version": "v1",
      "listing_date": "2026-09-11",
      "submitted_at": "2026-09-09T05:44:59Z",
      "reading_type": "旧文方法补读",
      "sources": [
        {
          "name": "arXiv",
          "url": "https://arxiv.org/abs/2609.10629v1"
        },
        {
          "name": "arXiv论文全文",
          "url": "https://arxiv.org/html/2609.10629v1"
        }
      ],
      "source_name": "arXiv",
      "source_url": "https://arxiv.org/abs/2609.10629v1"
    }
  ],
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      {
        "id": "301764",
        "city": "上海",
        "official_title": "【上海站】LÜCY 2026 TOUR",
        "start_at": "2026-09-16T20:00:00+08:00",
        "end_at": "2026-09-16T21:30:00+08:00",
        "display_time": "09月16日 20:00-09月16日 21:30",
        "weekday": "周三",
        "venue": "MODERN SKY LAB上海",
        "address": "上海市虹口区瑞虹天地月亮湾3楼ModernSkyLAB摩登天空；联系电话：65807180",
        "price_text": "228元／人， 音乐绿洲・全价票",
        "purchase_restrictions": "一个身份证限购一张，跨平台勿重复购票；携带绑定观演人身份证原件，一证一票；儿童一律凭票。禁止夜排、物排、代排及专业摄影摄像设备；可能按安全要求抽号或提前进场。",
        "checked_at": "2026-09-14T07:17:30.558518+08:00",
        "title": "【上海站】LÜCY 2026 TOUR",
        "sales_deadline": "2026-09-16 21:00:00",
        "sources": [
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            "name": "秀动演出详情",
            "url": "https://www.showstart.com/event/301764"
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        "other_tiers": [],
        "note": "上海周三场，与杭州周四场可择城安排。",
        "source_name": "秀动演出详情",
        "source_url": "https://www.showstart.com/event/301764"
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        "city": "上海",
        "official_title": "YYT Channel.34：独立流行夜 Indie Pop Night",
        "start_at": "2026-09-17T20:00:00+08:00",
        "end_at": "2026-09-17T22:00:00+08:00",
        "display_time": "09月17日 20:00-09月17日 22:00",
        "weekday": "周四",
        "venue": "育音堂小镇 B厅 YUYINTOWN BASEMENT",
        "address": "上海市长宁区昭化路658号 地下一层",
        "price_text": "58元／人，不指名票",
        "purchase_restrictions": "所有票票种皆可观看全场演出，\n含酒水或软饮料一杯（未成年人换取软饮料）",
        "checked_at": "2026-09-14T07:17:30.558747+08:00",
        "title": "YYT Channel.34：独立流行夜 Indie Pop Night",
        "sales_deadline": "2026-09-17 22:00:00",
        "sources": [
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            "name": "秀动演出详情",
            "url": "https://www.showstart.com/event/309361"
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        "other_tiers": [],
        "note": "不指名票可观看全场；指名票与不指名票的截止时间不同。",
        "source_name": "秀动演出详情",
        "source_url": "https://www.showstart.com/event/309361"
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        "id": "307469",
        "city": "上海",
        "official_title": "美国阳光男孩唱作人DAVID HUGO 上海站",
        "start_at": "2026-09-18T20:00:00+08:00",
        "end_at": "2026-09-18T22:00:00+08:00",
        "display_time": "09月18日 20:00-09月18日 22:00",
        "weekday": "周五",
        "venue": "育音堂小镇 C厅 YUYINTOWN CUBE ",
        "address": "上海市长宁区昭化路658号CPARK.D栋 地下一层",
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        "checked_at": "2026-09-14T07:22:12.635705+08:00",
        "title": "美国阳光男孩唱作人DAVID HUGO 上海站",
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        "sources": [
          {
            "name": "秀动演出详情",
            "url": "https://www.showstart.com/event/307469"
          }
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        "other_tiers": [],
        "note": "上海站在周五，预售票当天上午截止。",
        "source_name": "秀动演出详情",
        "source_url": "https://www.showstart.com/event/307469"
      },
      {
        "id": "305271",
        "city": "上海",
        "official_title": "波兰emo/盯鞋乐队 Eli’s Ladder 巡演上海站",
        "start_at": "2026-09-20T20:00:00+08:00",
        "end_at": "2026-09-20T22:00:00+08:00",
        "display_time": "09月20日 20:00-09月20日 22:00",
        "weekday": "周日",
        "venue": "育音堂小镇 C厅 YUYINTOWN CUBE ",
        "address": "上海市长宁区昭化路658号CPARK.D栋 地下一层",
        "price_text": "168元／人，单人票",
        "purchase_restrictions": "",
        "checked_at": "2026-09-14T07:17:30.779493+08:00",
        "title": "波兰emo/盯鞋乐队 Eli’s Ladder 巡演上海站",
        "sales_deadline": "2026-09-20 21:30:00",
        "sources": [
          {
            "name": "秀动演出详情",
            "url": "https://www.showstart.com/event/305271"
          }
        ],
        "other_tiers": [],
        "note": "周日的emo／盯鞋乐队专场。",
        "source_name": "秀动演出详情",
        "source_url": "https://www.showstart.com/event/305271"
      }
    ],
    "hangzhou": [
      {
        "id": "307468",
        "city": "杭州",
        "official_title": "美国阳光男孩唱作人DAVID HUGO 杭州站",
        "start_at": "2026-09-16T20:00:00+08:00",
        "end_at": "2026-09-16T22:00:00+08:00",
        "display_time": "09月16日 20:00-09月16日 22:00",
        "weekday": "周三",
        "venue": "酒球会",
        "address": "杭州市西湖区万塘路262号酒球会(杭州店)",
        "price_text": "180元／人，预售票",
        "purchase_restrictions": "",
        "checked_at": "2026-09-14T07:17:31.222684+08:00",
        "title": "美国阳光男孩唱作人DAVID HUGO 杭州站",
        "sales_deadline": "2026-09-16 10:00:00",
        "sources": [
          {
            "name": "秀动演出详情",
            "url": "https://www.showstart.com/event/307468"
          }
        ],
        "other_tiers": [],
        "note": "杭州站在周三，预售票当天上午截止。",
        "source_name": "秀动演出详情",
        "source_url": "https://www.showstart.com/event/307468"
      },
      {
        "id": "301765",
        "city": "杭州",
        "official_title": "【杭州站】LÜCY 2026 TOUR",
        "start_at": "2026-09-17T20:00:00+08:00",
        "end_at": "2026-09-17T21:30:00+08:00",
        "display_time": "09月17日 20:00-09月17日 21:30",
        "weekday": "周四",
        "venue": "LiveShop Uni由你现场",
        "address": "浙江省杭州市拱墅区武林之星博览中心2号厂房02商铺",
        "price_text": "228元／人，音乐绿洲・全价票",
        "purchase_restrictions": "一个身份证限购一张，跨平台勿重复购票；携带绑定观演人身份证原件，一证一票；儿童一律凭票。禁止夜排、物排、代排及专业摄影摄像设备；可能按安全要求抽号或提前进场。",
        "checked_at": "2026-09-14T07:17:31.467307+08:00",
        "title": "【杭州站】LÜCY 2026 TOUR",
        "sales_deadline": "2026-09-17 21:00:00",
        "sources": [
          {
            "name": "秀动演出详情",
            "url": "https://www.showstart.com/event/301765"
          }
        ],
        "other_tiers": [],
        "note": "杭州周四场，普通全价票不含VIP专属权益。",
        "source_name": "秀动演出详情",
        "source_url": "https://www.showstart.com/event/301765"
      },
      {
        "id": "301685",
        "city": "杭州",
        "official_title": "NewNoise呈现｜WE LOST THE SEA 2026 杭州专场",
        "start_at": "2026-09-18T20:30:00+08:00",
        "end_at": "2026-09-18T22:00:00+08:00",
        "display_time": "09月18日 20:30-09月18日 22:00",
        "weekday": "周五",
        "venue": "杭州 MAO Livehouse",
        "address": "浙江省杭州市上城区中山南路77号尚城1157二楼",
        "price_text": "180元／人，预售票",
        "purchase_restrictions": "如果预售票提前售罄，演出当天将不开设现场票环节",
        "checked_at": "2026-09-14T07:17:31.850960+08:00",
        "title": "NewNoise呈现｜WE LOST THE SEA 2026 杭州专场",
        "sales_deadline": "2026-09-18 19:00:00",
        "sources": [
          {
            "name": "秀动演出详情",
            "url": "https://www.showstart.com/event/301685"
          }
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        "note": "计划现场购票前，先确认预售是否已售罄。",
        "source_name": "秀动演出详情",
        "source_url": "https://www.showstart.com/event/301685"
      },
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        "id": "307251",
        "city": "杭州",
        "official_title": "Toninho Horta 2026巡演杭州站",
        "start_at": "2026-09-20T20:00:00+08:00",
        "end_at": "2026-09-20T21:30:00+08:00",
        "display_time": "09月20日 20:00-09月20日 21:30",
        "weekday": "周日",
        "venue": "爵士黄楼",
        "address": "杭州市上城区柳营路6号",
        "price_text": "220元／人，预售票",
        "purchase_restrictions": "19:30 入场；座位先到先得；260元全价票20:00入场，不保证座位（9月20日19:30起售）。",
        "checked_at": "2026-09-14T07:17:31.942880+08:00",
        "title": "Toninho Horta 2026巡演杭州站",
        "sales_deadline": "2026-09-20 19:30:00",
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            "name": "秀动演出详情",
            "url": "https://www.showstart.com/event/307251"
          }
        ],
        "other_tiers": [],
        "note": "预售票与全价票的入场及座位规则不同。",
        "title_note": "演出名按艺人及场次简写；票务平台宣传原题不作为年龄或获奖事实依据。",
        "source_name": "秀动演出详情",
        "source_url": "https://www.showstart.com/event/307251"
      }
    ]
  },
  "papers": [
    {
      "id": "paper_2609_11060",
      "title": "Grounding Agent Memory: Environment-Probing Curation for Enterprise Agents",
      "summary": "旧文补读。作者让负责整理长期记忆的智能体先用只读工具核对环境，再保存经验。在含数据库结构变化的CLBench实验中，无记忆方案通过率为39%，普通记忆为70%，增加环境核对后为73%；不能把39%到73%的全部改善都归给新增核对步骤。论文另列的任务阶段费用不含记忆整理费用，因此不足以据此断言系统总成本减半。",
      "authors": [
        "Susheel Suresh",
        "Hazel Mak",
        "Sahil Bhatnagar",
        "Chhaya Methani",
        "Alejandro Gutierrez Munoz"
      ],
      "version": "v1",
      "listing_date": "2026-09-11",
      "submitted_at": "2026-09-10T04:06:16Z",
      "reading_type": "旧文方法补读",
      "sources": [
        {
          "name": "arXiv",
          "url": "https://arxiv.org/abs/2609.11060v1"
        },
        {
          "name": "arXiv论文全文",
          "url": "https://arxiv.org/html/2609.11060v1"
        }
      ],
      "source_name": "arXiv",
      "source_url": "https://arxiv.org/abs/2609.11060v1"
    },
    {
      "id": "paper_2609_10629",
      "title": "Automating Quadratic Unconstrained Binary Optimization (QUBO) Formulation Generation from Natural Language",
      "summary": "旧文补读。研究把自然语言优化问题转换成可执行的二次无约束二进制优化形式，并用小规模已知答案检查公式和代码。QUBOBench包含100道问题；完整流程正确率68%，单次调用基线46%，去掉迭代反馈后降至35%。更复杂的角色分工本身没有保证收益，实验中起作用的是获得反馈后反复修正。结果仍受小规模测试覆盖限制，不能证明任意规模的数学建模都正确。",
      "authors": [
        "Niloy Kumar Mondal",
        "Md Rizwan Parvez"
      ],
      "version": "v1",
      "listing_date": "2026-09-11",
      "submitted_at": "2026-09-09T05:44:59Z",
      "reading_type": "旧文方法补读",
      "sources": [
        {
          "name": "arXiv",
          "url": "https://arxiv.org/abs/2609.10629v1"
        },
        {
          "name": "arXiv论文全文",
          "url": "https://arxiv.org/html/2609.10629v1"
        }
      ],
      "source_name": "arXiv",
      "source_url": "https://arxiv.org/abs/2609.10629v1"
    }
  ],
  "sources": [
    {
      "name": "外交部",
      "url": "https://www.mfa.gov.cn/zyxw/202609/t20260913_12021298.shtml"
    },
    {
      "name": "中国政府网转载新华社",
      "url": "https://www.gov.cn/yaowen/liebiao/202609/content_7080976.htm"
    },
    {
      "name": "中国政府网转载新华社",
      "url": "https://www.gov.cn/yaowen/liebiao/202609/content_7080912.htm"
    },
    {
      "name": "新浪新闻转载大河报豫视频",
      "url": "https://news.sina.com.cn/s/2026-09-13/doc-inirscya7894455.shtml"
    },
    {
      "name": "吕俭SVM",
      "url": "https://weibo.com/5908317533/RhVrb5g7J?refer_flag=1001030103_"
    },
    {
      "name": "壹哥",
      "url": "https://www.zhihu.com/question/2082478357984421508/answer/2082570452426348371"
    },
    {
      "name": "秀动演出详情",
      "url": "https://www.showstart.com/event/301764"
    },
    {
      "name": "秀动演出详情",
      "url": "https://www.showstart.com/event/309361"
    },
    {
      "name": "秀动演出详情",
      "url": "https://www.showstart.com/event/307469"
    },
    {
      "name": "秀动演出详情",
      "url": "https://www.showstart.com/event/305271"
    },
    {
      "name": "秀动演出详情",
      "url": "https://www.showstart.com/event/307468"
    },
    {
      "name": "秀动演出详情",
      "url": "https://www.showstart.com/event/301765"
    },
    {
      "name": "秀动演出详情",
      "url": "https://www.showstart.com/event/301685"
    },
    {
      "name": "秀动演出详情",
      "url": "https://www.showstart.com/event/307251"
    },
    {
      "name": "arXiv",
      "url": "https://arxiv.org/abs/2609.11060v1"
    },
    {
      "name": "arXiv论文全文",
      "url": "https://arxiv.org/html/2609.11060v1"
    },
    {
      "name": "arXiv",
      "url": "https://arxiv.org/abs/2609.10629v1"
    },
    {
      "name": "arXiv论文全文",
      "url": "https://arxiv.org/html/2609.10629v1"
    }
  ]
}