{
  "date": "2026-10-02",
  "title": "财政增量仍待落地，假期出行看局部瓶颈",
  "url": "https://daily.yisiliu.io/20261002/",
  "summary": "地方债务结存限额的使用仍在研究中。假期充电采访呈现地点和时段差异，问界签约也不等于主导权变更；沪杭活动表覆盖10月3日至4日，论文关注智能体失败诊断。",
  "generated_at": "2026-10-02T07:45:58.686888+08:00",
  "sections": [
    {
      "id": "judgment",
      "title": "今日判断",
      "content": "财政文章提出了增量政策方向，实际额度下达与发债仍是两道不同环节。充电站的局部等待不能由全国桩数解释，假期经验需要保留地点与时段。沪杭周末演出中，珍珠剧场的成年限制和不保证座位，比致敬曲目更先影响购票决定。"
    },
    {
      "id": "macro",
      "title": "宏观／金融／政策",
      "items": [
        {
          "id": "fiscal",
          "category": "macro",
          "title": "财政部谈增量政策：研究使用地方债务结存限额",
          "summary": "财政部10月1日刊发蓝佛安署名文章，提出研究出台安排使用地方政府债务结存限额等增量政策，并要求加快财政支出进度。文章同时提出发行3000亿元特别国债，支持有关中央金融企业补充核心一级资本。前者仍是研究中的政策安排，文章不能证明地方已经获得新增额度或完成发债。",
          "published_at": "2026-10-01",
          "sources": [
            {
              "name": "财政部",
              "url": "https://www.mof.gov.cn/zhengwuxinxi/caizhengxinwen/202610/t20261001_3998520.htm"
            }
          ],
          "source_name": "财政部",
          "source_url": "https://www.mof.gov.cn/zhengwuxinxi/caizhengxinwen/202610/t20261001_3998520.htm"
        },
        {
          "id": "rail",
          "category": "macro",
          "title": "国庆首日铁路预计发送2480万人次，尚非最终客流统计",
          "summary": "新华社10月1日引述国铁集团消息称，当天全国铁路预计发送旅客2480万人次，计划加开旅客列车2324列；9月30日已发送1954.2万人次。铁路部门在热门区间增开运力，并安排部分长距离线路开行高铁动卧。首日数字仍为预计值，不能直接用来计算最终假日消费增幅。",
          "published_at": "2026-10-01T16:35:00+08:00",
          "sources": [
            {
              "name": "新华社／中国政府网",
              "url": "https://www.gov.cn/yaowen/liebiao/202610/content_7082576.htm"
            }
          ],
          "source_name": "新华社／中国政府网",
          "source_url": "https://www.gov.cn/yaowen/liebiao/202610/content_7082576.htm"
        },
        {
          "id": "freight_sina",
          "category": "macro",
          "title": "铁路货运新规实施，托运人索赔有效期延长",
          "summary": "10月1日起实施的国铁集团铁路货物运输规程，调整了物流客户与承运人的责任边界。央视网报道显示，托运人提出赔偿或退补费用的有效期由180天改为三年，部分承运人免责条款取消；货物重量改由装车方确定，承运人保留复核权。新规也明确支持多式联运，但尚无实施后的物流成本降幅数据。",
          "published_at": "2026-10-01T10:27:00+08:00",
          "sources": [
            {
              "name": "新浪转载央视网",
              "url": "https://news.sina.com.cn/c/2026-10-01/doc-initstui5326790.shtml"
            }
          ],
          "source_name": "新浪转载央视网",
          "source_url": "https://news.sina.com.cn/c/2026-10-01/doc-initstui5326790.shtml"
        }
      ]
    },
    {
      "id": "hotspots",
      "title": "中文互联网热点／讨论场",
      "items": [
        {
          "id": "aito-five-year-agreement",
          "title": "问界新五年合作落定，谁主导仍须看具体安排",
          "fact_description": "10月1日，问界汽车公布华为与赛力斯的新五年合作安排，签约仪式于9月30日在深圳举行。澎湃新闻当晚报道，双方将联合组建问界业务专属团队，继续采用专属专营方式。此次新增的是签约结果与团队安排，不能把它直接读成合作模式已经反转。9月15日的说明曾明确，产品定义与渠道零售等业务由赛力斯主导，华为终端参与相关业务；10月1日公告未明确宣布撤回这一分工。买车者关心的门店服务是否变化，仍要看后续执行。",
          "discussion": "微博“大米评测”用“和好了.JPG”概括新消息；知乎“谢顿”的回答则认为，应看问界能否回到华为商场店铺。一个使用关系修复的比喻，一个提出渠道检验。两条只是具体作者的表达，“复合”不能充当主导权变更的证据。",
          "near_model": {
            "name": "不完全契约与剩余控制权",
            "field": "组织经济学",
            "text": "不完全契约关注合同没写尽的事项由谁决定。五年期限让合作有了时间承诺，却不自动说明产品或渠道出现分歧时谁有最终决定权。联合团队可以降低协商成本，也可能增加决策接口。要判定权力是否回移，业务决策权比签约合影更有解释力。"
          },
          "far_model": {
            "name": "软件接口的兼容性契约",
            "field": "软件工程",
            "text": "软件升级会保留接口名称，却改变请求被怎样处理。对应到汽车服务，同一品牌标识下，门店接单后的责任流转可以变化。检验旧服务承诺能否由新团队继续兑现，能把抽象的合作升级转为用户可观察的问题；但企业并非确定性程序，不能由一次服务顺畅证明组织安排稳定。"
          },
          "boundary": "公开材料没有合同全文，两个模型都无法识别最终控制权，也不能推算问界销量。软件类比只检查承诺的连续性，不证明任何一方已经违约。",
          "next_variables": "后续核对门店实际销售资格与售后责任归属；若双方公开最终决策权安排，就能检验“复合”说法是否站得住。",
          "category": "hotspot",
          "sources": [
            {
              "name": "澎湃新闻／吴遇利",
              "url": "https://www.thepaper.cn/newsDetail_forward_34187045?commTag=true"
            },
            {
              "name": "微博／大米评测",
              "url": "https://weibo.com/1871821935/RkGrYpd7k?refer_flag=1001030103_"
            },
            {
              "name": "知乎／谢顿",
              "url": "https://www.zhihu.com/question/2089062587409421035/answer/2089071004840740701"
            }
          ],
          "source_name": "澎湃新闻／吴遇利",
          "source_url": "https://www.thepaper.cn/newsDetail_forward_34187045?commTag=true"
        },
        {
          "id": "holiday-charging-local-bottleneck",
          "title": "充电等待为何不同：车主采访呈现局部瓶颈",
          "fact_description": "10月1日，新浪财经刊载三湘都市报汇编报道，新增多名车主对假期充电经历的讲述。刘先生称，9月30日18时许进入陵江服务区，取到99号，直至23时30分才充上电；另一名南京车主则说，前往山东蓬莱途中排队没有超过半小时，有时不用等。报道还引述刘先生称，凌晨两点后沿途不再排队。五个多小时属于受访者的具体经历，不能外推为全国平均。同一次假期出行中，补能经历随地点和时段变化，全国桩数也无法直接回答某个服务区要等多久。",
          "discussion": "微博“科技新一”追问，充电桩建了多年，为何假期仍不够用；汽车之家车家号“汽车世界说老张”把重点放在提前规划和下高速补能。前者要求改善供给，后者强调个人选择。后文声称特定时段基本不用等，缺少普遍适用的证据，不能照单全收。",
          "near_model": {
            "name": "峰值负荷与闲置成本",
            "field": "基础设施经济学",
            "text": "按节假日峰值配置固定设施，平日可能长期闲置；按平日需求配置，高峰又会让车主付出等待成本。因此，桩数增加后仍排队，并不足以证明投资无效。关键是增设一套设备能减少多少等待，与低谷期维护成本如何比较；移动补能是否更合算也要逐站核算。"
          },
          "far_model": {
            "name": "反馈控制的时延与过度响应",
            "field": "控制工程",
            "text": "导航显示空桩到车辆抵达之间存在时延。若许多车主同时响应同一个空闲提示，旧信息会把人引向同一处，原本的空闲站也会变拥挤。这个机制提醒运营者，实时展示数量还不够，信息更新速度与在途车辆同样重要；当前采访并未证明发生了这种集体改道。"
          },
          "boundary": "报道没有逐站利用率，也未给出故障率；投资不足与信息滞后都仍是待检验解释。把排队全归责于车主不会规划，证据不够。",
          "next_variables": "需要匹配同一服务区的到达记录与有效充电能力，再核对导航提示的更新时间。出行时预留可达的备选站，不能为追逐“空桩”耗尽电量。",
          "category": "hotspot",
          "sources": [
            {
              "name": "新浪财经刊载三湘都市报，正文注明极目新闻、央视新闻",
              "url": "https://finance.sina.com.cn/stock/t/2026-10-01/doc-inittksf6622187.shtml"
            },
            {
              "name": "微博／科技新一",
              "url": "https://weibo.com/2827386331/RkGClCXYw?refer_flag=1001030103_"
            },
            {
              "name": "汽车之家车家号／汽车世界说老张",
              "url": "https://chejiahao.autohome.com.cn/info/26586486"
            }
          ],
          "source_name": "新浪财经刊载三湘都市报，正文注明极目新闻、央视新闻",
          "source_url": "https://finance.sina.com.cn/stock/t/2026-10-01/doc-inittksf6622187.shtml"
        }
      ]
    },
    {
      "id": "local-life",
      "title": "沪杭周末活动",
      "summary": "活动覆盖10月3日至4日，以下为精选演出，非全部活动。票价为10月2日07:20页面列示的单人票档，不保证余票或即时出票；售票截止不等于最晚入场。票品售出原则上不退换，不可抗力取消或延期除外。页面未承诺的出票到账与入场资格，须在付款前向票方确认。表内只列开演时间，不以页面预估结束时间安排返程。",
      "items": [
        {
          "time": "10-03 20:00 开演",
          "title": "NEEVE 2026 秋季巡演「Am I on your mind?」上海站",
          "official_title": "NEEVE 2026 秋季巡演「Am I on your mind?」上海站",
          "venue": "CAVE ART VENUE",
          "address": "上海市长宁区IM Shanghai长宁国际LG-37",
          "price": "单人预售218元",
          "why": "NEEVE 秋季巡演上海场，周六晚两小时。",
          "restrictions": "预售至10月3日20:00；全价258元。",
          "source_name": "秀动",
          "source_url": "https://www.showstart.com/event/309954",
          "status_checked_at": "2026-10-02T07:20:12.141309+08:00",
          "id": "event-309954",
          "category": "event",
          "date": "2026-10-03",
          "city": "上海",
          "sources": [
            {
              "name": "秀动",
              "url": "https://www.showstart.com/event/309954"
            }
          ]
        },
        {
          "time": "10-03 20:30 开演",
          "title": "[宇宙浪漫超强音] COLDPLAY 酷玩乐队致敬音乐会",
          "official_title": "[宇宙浪漫超强音] COLDPLAY 酷玩乐队致敬音乐会",
          "venue": "珍珠剧场 THE PEARL",
          "address": "上海市虹口区乍浦路471号靠近武进路",
          "price": "单人预售150元",
          "why": "酷玩作品致敬场，参演音乐人为 Red Star，并非 Coldplay 本人演出；18:00 开门及用餐，20:30 开演。",
          "restrictions": "仅限18岁及以上；驻场乐队致敬，非酷玩本人出演。电子票一人一码；不保证座位，散台先到先得、可能拼桌，卡座包厢有低消。预售至10月3日19:00；全价180元。",
          "source_name": "秀动",
          "source_url": "https://www.showstart.com/event/310017",
          "status_checked_at": "2026-10-02T07:20:12.415658+08:00",
          "id": "event-310017",
          "category": "event",
          "date": "2026-10-03",
          "city": "上海",
          "sources": [
            {
              "name": "秀动",
              "url": "https://www.showstart.com/event/310017"
            },
            {
              "name": "秀动活动配图",
              "url": "https://s2.showstart.com/img/2026/0911/19/30/ae6ac77eb3dd4d1cb625c273e279141a_961_1360_1908221.0x0.png"
            },
            {
              "name": "秀动活动配图",
              "url": "https://s2.showstart.com/img/2026/0616/16/00/15e212375614459f9241192d96f76a4f_2500_2729_484920.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
            },
            {
              "name": "秀动活动配图",
              "url": "https://s2.showstart.com/img/2026/0502/21/30/710a4f1afbdd4775977f42734213d50a_1500_7526_1810778.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
            },
            {
              "name": "秀动活动配图",
              "url": "https://s2.showstart.com/img/2026/0502/21/30/9fca4b33f5f04fb9ad68d78394d2d8a7_1500_7526_1849872.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
            },
            {
              "name": "秀动活动配图",
              "url": "https://s2.showstart.com/img/2026/0502/21/30/5bdec69698904d70a1b4491728ad33c4_1500_7526_2008758.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
            },
            {
              "name": "秀动活动配图",
              "url": "https://s2.showstart.com/img/2026/0502/21/30/d4d76099c85041b399ff59cf99835e4b_1500_7526_2012448.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
            },
            {
              "name": "秀动活动配图",
              "url": "https://s2.showstart.com/img/2026/0325/17/00/2d4111b2af494d59ab4bc35edb03bce2_1025_4288_872411.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
            }
          ]
        },
        {
          "time": "10-04 20:00 开演",
          "title": "怪兽计划乐队『隔在你我之间的那片海』2026巡演 上海站",
          "official_title": "怪兽计划乐队『隔在你我之间的那片海』2026巡演 上海站",
          "venue": "上海 MAO Livehouse",
          "address": "上海市黄浦区重庆南路308号3楼",
          "price": "单人预售70元",
          "why": "以 Pop rock 为主，融合 Disco、Punk、Garage；周日晚场，预售单人票70元。",
          "restrictions": "预售至10月4日19:00；全价100元。",
          "source_name": "秀动",
          "source_url": "https://www.showstart.com/event/307836",
          "status_checked_at": "2026-10-02T07:20:12.141055+08:00",
          "id": "event-307836",
          "category": "event",
          "date": "2026-10-04",
          "city": "上海",
          "sources": [
            {
              "name": "秀动",
              "url": "https://www.showstart.com/event/307836"
            }
          ]
        },
        {
          "time": "10-04 20:00 开演",
          "title": "澳大利亚INFP系梦幻治愈组合DREAM TUNES巡演 上海站",
          "official_title": "澳大利亚INFP系梦幻治愈组合DREAM TUNES巡演 上海站",
          "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": "单人早鸟180元",
          "why": "独立流行组合DREAM TUNES上海场；页面正文部分配图的国别标签不一致，本期不据此判断艺人国籍。官方活动名照录。",
          "restrictions": "早鸟至10月4日10:00；另列预售198元、全价238元。",
          "source_name": "秀动",
          "source_url": "https://www.showstart.com/event/309692",
          "status_checked_at": "2026-10-02T07:20:12.141358+08:00",
          "id": "event-309692",
          "category": "event",
          "date": "2026-10-04",
          "city": "上海",
          "sources": [
            {
              "name": "秀动",
              "url": "https://www.showstart.com/event/309692"
            },
            {
              "name": "秀动活动配图",
              "url": "https://s2.showstart.com/img/2026/0908/15/00/0d775bc2dccf4307956488d3796ad11b_4961_7016_5718232.0x0.jpg"
            },
            {
              "name": "秀动活动配图",
              "url": "https://s2.showstart.com/img/2026/0908/15/00/8aa507597dfa4f4eae311ffa4582008d_1600_18436_3110072.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
            }
          ]
        },
        {
          "time": "10-03 20:00 开演",
          "title": "江皓南「褪黑素2.0」2026巡演-杭州站",
          "official_title": "江皓南「褪黑素2.0」2026巡演-杭州站",
          "venue": "蛙厂RMMF·杭州·新天地店",
          "address": "浙江省杭州市拱墅区新北街85号G2-203-1号",
          "price": "单人早鸟168元",
          "why": "「褪黑素2.0」杭州场采用秀动线上派号，不必夜排；早鸟与普通票19:00入场。",
          "restrictions": "早鸟与普通票18:30排队、19:00入场；禁止夜排和代排。按支付渠道返回的成功时间派号，最迟前一天发至票夹；入场开始后缺席原队列须到队尾。销售至10月3日21:30。普通及早鸟票的签售另需购买实体专辑，每人限签一张、无TO签。",
          "source_name": "秀动",
          "source_url": "https://www.showstart.com/event/309423",
          "status_checked_at": "2026-10-02T07:20:12.778942+08:00",
          "id": "event-309423",
          "category": "event",
          "date": "2026-10-03",
          "city": "杭州",
          "sources": [
            {
              "name": "秀动",
              "url": "https://www.showstart.com/event/309423"
            },
            {
              "name": "秀动活动配图",
              "url": "https://s2.showstart.com/img/2026/0904/20/30/ec088cd8fd0a46b9ac47a767debe3e50_4244_6001_9342681.0x0.jpg"
            },
            {
              "name": "秀动活动配图",
              "url": "https://s2.showstart.com/img/2026/0904/20/30/ec088cd8fd0a46b9ac47a767debe3e50_4244_6001_9342681.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
            },
            {
              "name": "秀动活动配图",
              "url": "https://s2.showstart.com/img/2026/0904/23/00/ff2835e9b1d242d5a1d4757474d08108_850_3323_1116380.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
            }
          ]
        },
        {
          "time": "10-04 19:30 开演",
          "title": "「Back to the Other Side」巴西当代爵士HII TRIO 杭州站",
          "official_title": "「Back to the Other Side」巴西当代爵士HII TRIO 杭州站",
          "venue": "爵士黄楼",
          "address": "杭州市上城区柳营路6号",
          "price": "单人预售120元",
          "why": "巴西当代爵士 HII TRIO 周日场，19:00入场，19:30开演。",
          "restrictions": "儿童与成人同价，按到场顺序入座；禁止自带饮食。19:00入场，预售至10月4日19:30。",
          "source_name": "秀动",
          "source_url": "https://www.showstart.com/event/310376",
          "status_checked_at": "2026-10-02T07:20:13.373284+08:00",
          "id": "event-310376",
          "category": "event",
          "date": "2026-10-04",
          "city": "杭州",
          "sources": [
            {
              "name": "秀动",
              "url": "https://www.showstart.com/event/310376"
            }
          ]
        },
        {
          "time": "10-04 20:00 开演",
          "title": "帆布小镇今夜无法入眠Ⅱ特别专场-杭州站",
          "official_title": "帆布小镇今夜无法入眠Ⅱ特别专场-杭州站",
          "venue": " CH8-LIVEHOUSE（杭州小河店）",
          "address": "浙江省杭州市拱墅区拱宸桥街道小河路118号",
          "price": "单人早鸟99元",
          "why": "帆布小镇摇滚专场，周日晚20:00开演；早鸟与预售销售时间在当天零点结束。",
          "restrictions": "早鸟99元、预售120元均于10月4日00:00截止；全价150元销售至22:00。主办建议提前约30分钟进场。",
          "source_name": "秀动",
          "source_url": "https://www.showstart.com/event/306730",
          "status_checked_at": "2026-10-02T07:20:13.653719+08:00",
          "id": "event-306730",
          "category": "event",
          "date": "2026-10-04",
          "city": "杭州",
          "sources": [
            {
              "name": "秀动",
              "url": "https://www.showstart.com/event/306730"
            },
            {
              "name": "秀动活动配图",
              "url": "https://s2.showstart.com/img/2026/0806/05/00/6f0d3a974cd44da6909fec1169d4a068_2000_2667_5388473.0x0.jpg"
            },
            {
              "name": "秀动活动配图",
              "url": "https://s2.showstart.com/img/2026/0806/05/00/e3509f0f0d1a49959b60f145bb66326e_1200_5875_7596945.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
            },
            {
              "name": "秀动活动配图",
              "url": "https://s2.showstart.com/img/2026/0806/02/30/abf8351031fc4a679c01d3915b765925_1200_2567_3218534.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
            }
          ]
        }
      ]
    },
    {
      "id": "ai",
      "title": "AI／开发者工具",
      "items": [
        {
          "id": "claude_exact",
          "category": "ai_product",
          "title": "Claude Code加入Mods，内置旁观代理提示遗漏",
          "summary": "Claude Code v2.1.287加入Claude Mods，允许插件修改更深层行为。内置的You should know模块让旁观代理提示主会话可能遗漏的问题，但官方注明仅适用于开启遥测的第一方会话。这是厂商公布的新能力，尚不能由版本说明判断它能减少多少实际错误。",
          "published_at": "2026-10-01T18:00:22Z",
          "sources": [
            {
              "name": "Anthropic官方GitHub release",
              "url": "https://github.com/anthropics/claude-code/releases/tag/v2.1.287"
            }
          ],
          "source_name": "Anthropic官方GitHub release",
          "source_url": "https://github.com/anthropics/claude-code/releases/tag/v2.1.287"
        }
      ]
    },
    {
      "id": "papers",
      "title": "今日新论文",
      "summary": "选自arXiv 10月1日新刊列表，三篇v1均于北京时间10月1日提交。以下为作者报告的研究结果，尚非独立复现。",
      "items": [
        {
          "id": "abs_2609.40111",
          "category": "paper",
          "title": "Agent Error Dataset: Scaling 50,000 Error--Diagnosis Pairs for Failure Analysis and Error-Aware Post-Training",
          "summary": "失败轨迹能否用于训练，关键在于修改动作后能否重新验证。Agent Error Dataset保留原始执行轨迹与错误诊断，并在支持重放的环境中，从相同检查点比较纠正动作与原动作重试。作者报告纠正方案提高了验证器通过率；诊断任务中的一致率则以内部教师标签为参照，不能当作外部审计准确率。",
          "published_at": "2026-09-30T16:40:22+00:00",
          "sources": [
            {
              "name": "arXiv",
              "url": "https://arxiv.org/abs/2609.40111v1"
            }
          ],
          "source_name": "arXiv",
          "source_url": "https://arxiv.org/abs/2609.40111v1",
          "listing_date": "2026-10-01",
          "version": "v1"
        },
        {
          "id": "abs_2609.40303",
          "category": "paper",
          "title": "How Much of a Harness Does a Strong Agent Need for Autonomous ML Engineering?",
          "summary": "作者在相同模型与时间预算下比较自动机器学习工程系统，发现复杂开源运行框架未胜过单会话、精简框架的编程代理。消融结果支持先检验模型本身的能力，再判断额外调度是否带来收益；结论限于论文考察的机器学习工程基准，不足以否定其他任务中的多代理协作。",
          "published_at": "2026-09-30T17:51:30+00:00",
          "sources": [
            {
              "name": "arXiv",
              "url": "https://arxiv.org/abs/2609.40303v1"
            }
          ],
          "source_name": "arXiv",
          "source_url": "https://arxiv.org/abs/2609.40303v1",
          "listing_date": "2026-10-01",
          "version": "v1"
        },
        {
          "id": "abs_2609.40325",
          "category": "paper",
          "title": "WorldAuditBench: Interactive 3D World Auditing with Multimodal Agents",
          "summary": "WorldAuditBench把三维场景中的异常检查做成可交互评测：代理需要主动探索，再依据观察判断异常。作者在固定探索预算下比较分阶段与端到端代理，报告所测系统仍落后于人类。研究检验的是搜集证据与视觉判断的配合，不能把静态图像识别成绩直接当作交互场景的检查能力。",
          "published_at": "2026-09-30T17:55:29+00:00",
          "sources": [
            {
              "name": "arXiv",
              "url": "https://arxiv.org/abs/2609.40325v1"
            }
          ],
          "source_name": "arXiv",
          "source_url": "https://arxiv.org/abs/2609.40325v1",
          "listing_date": "2026-10-01",
          "version": "v1"
        }
      ]
    }
  ],
  "items": [
    {
      "id": "fiscal",
      "category": "macro",
      "title": "财政部谈增量政策：研究使用地方债务结存限额",
      "summary": "财政部10月1日刊发蓝佛安署名文章，提出研究出台安排使用地方政府债务结存限额等增量政策，并要求加快财政支出进度。文章同时提出发行3000亿元特别国债，支持有关中央金融企业补充核心一级资本。前者仍是研究中的政策安排，文章不能证明地方已经获得新增额度或完成发债。",
      "published_at": "2026-10-01",
      "sources": [
        {
          "name": "财政部",
          "url": "https://www.mof.gov.cn/zhengwuxinxi/caizhengxinwen/202610/t20261001_3998520.htm"
        }
      ],
      "source_name": "财政部",
      "source_url": "https://www.mof.gov.cn/zhengwuxinxi/caizhengxinwen/202610/t20261001_3998520.htm"
    },
    {
      "id": "rail",
      "category": "macro",
      "title": "国庆首日铁路预计发送2480万人次，尚非最终客流统计",
      "summary": "新华社10月1日引述国铁集团消息称，当天全国铁路预计发送旅客2480万人次，计划加开旅客列车2324列；9月30日已发送1954.2万人次。铁路部门在热门区间增开运力，并安排部分长距离线路开行高铁动卧。首日数字仍为预计值，不能直接用来计算最终假日消费增幅。",
      "published_at": "2026-10-01T16:35:00+08:00",
      "sources": [
        {
          "name": "新华社／中国政府网",
          "url": "https://www.gov.cn/yaowen/liebiao/202610/content_7082576.htm"
        }
      ],
      "source_name": "新华社／中国政府网",
      "source_url": "https://www.gov.cn/yaowen/liebiao/202610/content_7082576.htm"
    },
    {
      "id": "freight_sina",
      "category": "macro",
      "title": "铁路货运新规实施，托运人索赔有效期延长",
      "summary": "10月1日起实施的国铁集团铁路货物运输规程，调整了物流客户与承运人的责任边界。央视网报道显示，托运人提出赔偿或退补费用的有效期由180天改为三年，部分承运人免责条款取消；货物重量改由装车方确定，承运人保留复核权。新规也明确支持多式联运，但尚无实施后的物流成本降幅数据。",
      "published_at": "2026-10-01T10:27:00+08:00",
      "sources": [
        {
          "name": "新浪转载央视网",
          "url": "https://news.sina.com.cn/c/2026-10-01/doc-initstui5326790.shtml"
        }
      ],
      "source_name": "新浪转载央视网",
      "source_url": "https://news.sina.com.cn/c/2026-10-01/doc-initstui5326790.shtml"
    },
    {
      "id": "claude_exact",
      "category": "ai_product",
      "title": "Claude Code加入Mods，内置旁观代理提示遗漏",
      "summary": "Claude Code v2.1.287加入Claude Mods，允许插件修改更深层行为。内置的You should know模块让旁观代理提示主会话可能遗漏的问题，但官方注明仅适用于开启遥测的第一方会话。这是厂商公布的新能力，尚不能由版本说明判断它能减少多少实际错误。",
      "published_at": "2026-10-01T18:00:22Z",
      "sources": [
        {
          "name": "Anthropic官方GitHub release",
          "url": "https://github.com/anthropics/claude-code/releases/tag/v2.1.287"
        }
      ],
      "source_name": "Anthropic官方GitHub release",
      "source_url": "https://github.com/anthropics/claude-code/releases/tag/v2.1.287"
    },
    {
      "id": "aito-five-year-agreement",
      "title": "问界新五年合作落定，谁主导仍须看具体安排",
      "fact_description": "10月1日，问界汽车公布华为与赛力斯的新五年合作安排，签约仪式于9月30日在深圳举行。澎湃新闻当晚报道，双方将联合组建问界业务专属团队，继续采用专属专营方式。此次新增的是签约结果与团队安排，不能把它直接读成合作模式已经反转。9月15日的说明曾明确，产品定义与渠道零售等业务由赛力斯主导，华为终端参与相关业务；10月1日公告未明确宣布撤回这一分工。买车者关心的门店服务是否变化，仍要看后续执行。",
      "discussion": "微博“大米评测”用“和好了.JPG”概括新消息；知乎“谢顿”的回答则认为，应看问界能否回到华为商场店铺。一个使用关系修复的比喻，一个提出渠道检验。两条只是具体作者的表达，“复合”不能充当主导权变更的证据。",
      "near_model": {
        "name": "不完全契约与剩余控制权",
        "field": "组织经济学",
        "text": "不完全契约关注合同没写尽的事项由谁决定。五年期限让合作有了时间承诺，却不自动说明产品或渠道出现分歧时谁有最终决定权。联合团队可以降低协商成本，也可能增加决策接口。要判定权力是否回移，业务决策权比签约合影更有解释力。"
      },
      "far_model": {
        "name": "软件接口的兼容性契约",
        "field": "软件工程",
        "text": "软件升级会保留接口名称，却改变请求被怎样处理。对应到汽车服务，同一品牌标识下，门店接单后的责任流转可以变化。检验旧服务承诺能否由新团队继续兑现，能把抽象的合作升级转为用户可观察的问题；但企业并非确定性程序，不能由一次服务顺畅证明组织安排稳定。"
      },
      "boundary": "公开材料没有合同全文，两个模型都无法识别最终控制权，也不能推算问界销量。软件类比只检查承诺的连续性，不证明任何一方已经违约。",
      "next_variables": "后续核对门店实际销售资格与售后责任归属；若双方公开最终决策权安排，就能检验“复合”说法是否站得住。",
      "category": "hotspot",
      "sources": [
        {
          "name": "澎湃新闻／吴遇利",
          "url": "https://www.thepaper.cn/newsDetail_forward_34187045?commTag=true"
        },
        {
          "name": "微博／大米评测",
          "url": "https://weibo.com/1871821935/RkGrYpd7k?refer_flag=1001030103_"
        },
        {
          "name": "知乎／谢顿",
          "url": "https://www.zhihu.com/question/2089062587409421035/answer/2089071004840740701"
        }
      ],
      "source_name": "澎湃新闻／吴遇利",
      "source_url": "https://www.thepaper.cn/newsDetail_forward_34187045?commTag=true"
    },
    {
      "id": "holiday-charging-local-bottleneck",
      "title": "充电等待为何不同：车主采访呈现局部瓶颈",
      "fact_description": "10月1日，新浪财经刊载三湘都市报汇编报道，新增多名车主对假期充电经历的讲述。刘先生称，9月30日18时许进入陵江服务区，取到99号，直至23时30分才充上电；另一名南京车主则说，前往山东蓬莱途中排队没有超过半小时，有时不用等。报道还引述刘先生称，凌晨两点后沿途不再排队。五个多小时属于受访者的具体经历，不能外推为全国平均。同一次假期出行中，补能经历随地点和时段变化，全国桩数也无法直接回答某个服务区要等多久。",
      "discussion": "微博“科技新一”追问，充电桩建了多年，为何假期仍不够用；汽车之家车家号“汽车世界说老张”把重点放在提前规划和下高速补能。前者要求改善供给，后者强调个人选择。后文声称特定时段基本不用等，缺少普遍适用的证据，不能照单全收。",
      "near_model": {
        "name": "峰值负荷与闲置成本",
        "field": "基础设施经济学",
        "text": "按节假日峰值配置固定设施，平日可能长期闲置；按平日需求配置，高峰又会让车主付出等待成本。因此，桩数增加后仍排队，并不足以证明投资无效。关键是增设一套设备能减少多少等待，与低谷期维护成本如何比较；移动补能是否更合算也要逐站核算。"
      },
      "far_model": {
        "name": "反馈控制的时延与过度响应",
        "field": "控制工程",
        "text": "导航显示空桩到车辆抵达之间存在时延。若许多车主同时响应同一个空闲提示，旧信息会把人引向同一处，原本的空闲站也会变拥挤。这个机制提醒运营者，实时展示数量还不够，信息更新速度与在途车辆同样重要；当前采访并未证明发生了这种集体改道。"
      },
      "boundary": "报道没有逐站利用率，也未给出故障率；投资不足与信息滞后都仍是待检验解释。把排队全归责于车主不会规划，证据不够。",
      "next_variables": "需要匹配同一服务区的到达记录与有效充电能力，再核对导航提示的更新时间。出行时预留可达的备选站，不能为追逐“空桩”耗尽电量。",
      "category": "hotspot",
      "sources": [
        {
          "name": "新浪财经刊载三湘都市报，正文注明极目新闻、央视新闻",
          "url": "https://finance.sina.com.cn/stock/t/2026-10-01/doc-inittksf6622187.shtml"
        },
        {
          "name": "微博／科技新一",
          "url": "https://weibo.com/2827386331/RkGClCXYw?refer_flag=1001030103_"
        },
        {
          "name": "汽车之家车家号／汽车世界说老张",
          "url": "https://chejiahao.autohome.com.cn/info/26586486"
        }
      ],
      "source_name": "新浪财经刊载三湘都市报，正文注明极目新闻、央视新闻",
      "source_url": "https://finance.sina.com.cn/stock/t/2026-10-01/doc-inittksf6622187.shtml"
    },
    {
      "time": "10-03 20:00 开演",
      "title": "NEEVE 2026 秋季巡演「Am I on your mind?」上海站",
      "official_title": "NEEVE 2026 秋季巡演「Am I on your mind?」上海站",
      "venue": "CAVE ART VENUE",
      "address": "上海市长宁区IM Shanghai长宁国际LG-37",
      "price": "单人预售218元",
      "why": "NEEVE 秋季巡演上海场，周六晚两小时。",
      "restrictions": "预售至10月3日20:00；全价258元。",
      "source_name": "秀动",
      "source_url": "https://www.showstart.com/event/309954",
      "status_checked_at": "2026-10-02T07:20:12.141309+08:00",
      "id": "event-309954",
      "category": "event",
      "date": "2026-10-03",
      "city": "上海",
      "sources": [
        {
          "name": "秀动",
          "url": "https://www.showstart.com/event/309954"
        }
      ]
    },
    {
      "time": "10-03 20:30 开演",
      "title": "[宇宙浪漫超强音] COLDPLAY 酷玩乐队致敬音乐会",
      "official_title": "[宇宙浪漫超强音] COLDPLAY 酷玩乐队致敬音乐会",
      "venue": "珍珠剧场 THE PEARL",
      "address": "上海市虹口区乍浦路471号靠近武进路",
      "price": "单人预售150元",
      "why": "酷玩作品致敬场，参演音乐人为 Red Star，并非 Coldplay 本人演出；18:00 开门及用餐，20:30 开演。",
      "restrictions": "仅限18岁及以上；驻场乐队致敬，非酷玩本人出演。电子票一人一码；不保证座位，散台先到先得、可能拼桌，卡座包厢有低消。预售至10月3日19:00；全价180元。",
      "source_name": "秀动",
      "source_url": "https://www.showstart.com/event/310017",
      "status_checked_at": "2026-10-02T07:20:12.415658+08:00",
      "id": "event-310017",
      "category": "event",
      "date": "2026-10-03",
      "city": "上海",
      "sources": [
        {
          "name": "秀动",
          "url": "https://www.showstart.com/event/310017"
        },
        {
          "name": "秀动活动配图",
          "url": "https://s2.showstart.com/img/2026/0911/19/30/ae6ac77eb3dd4d1cb625c273e279141a_961_1360_1908221.0x0.png"
        },
        {
          "name": "秀动活动配图",
          "url": "https://s2.showstart.com/img/2026/0616/16/00/15e212375614459f9241192d96f76a4f_2500_2729_484920.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
        },
        {
          "name": "秀动活动配图",
          "url": "https://s2.showstart.com/img/2026/0502/21/30/710a4f1afbdd4775977f42734213d50a_1500_7526_1810778.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
        },
        {
          "name": "秀动活动配图",
          "url": "https://s2.showstart.com/img/2026/0502/21/30/9fca4b33f5f04fb9ad68d78394d2d8a7_1500_7526_1849872.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
        },
        {
          "name": "秀动活动配图",
          "url": "https://s2.showstart.com/img/2026/0502/21/30/5bdec69698904d70a1b4491728ad33c4_1500_7526_2008758.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
        },
        {
          "name": "秀动活动配图",
          "url": "https://s2.showstart.com/img/2026/0502/21/30/d4d76099c85041b399ff59cf99835e4b_1500_7526_2012448.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
        },
        {
          "name": "秀动活动配图",
          "url": "https://s2.showstart.com/img/2026/0325/17/00/2d4111b2af494d59ab4bc35edb03bce2_1025_4288_872411.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
        }
      ]
    },
    {
      "time": "10-04 20:00 开演",
      "title": "怪兽计划乐队『隔在你我之间的那片海』2026巡演 上海站",
      "official_title": "怪兽计划乐队『隔在你我之间的那片海』2026巡演 上海站",
      "venue": "上海 MAO Livehouse",
      "address": "上海市黄浦区重庆南路308号3楼",
      "price": "单人预售70元",
      "why": "以 Pop rock 为主，融合 Disco、Punk、Garage；周日晚场，预售单人票70元。",
      "restrictions": "预售至10月4日19:00；全价100元。",
      "source_name": "秀动",
      "source_url": "https://www.showstart.com/event/307836",
      "status_checked_at": "2026-10-02T07:20:12.141055+08:00",
      "id": "event-307836",
      "category": "event",
      "date": "2026-10-04",
      "city": "上海",
      "sources": [
        {
          "name": "秀动",
          "url": "https://www.showstart.com/event/307836"
        }
      ]
    },
    {
      "time": "10-04 20:00 开演",
      "title": "澳大利亚INFP系梦幻治愈组合DREAM TUNES巡演 上海站",
      "official_title": "澳大利亚INFP系梦幻治愈组合DREAM TUNES巡演 上海站",
      "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": "单人早鸟180元",
      "why": "独立流行组合DREAM TUNES上海场；页面正文部分配图的国别标签不一致，本期不据此判断艺人国籍。官方活动名照录。",
      "restrictions": "早鸟至10月4日10:00；另列预售198元、全价238元。",
      "source_name": "秀动",
      "source_url": "https://www.showstart.com/event/309692",
      "status_checked_at": "2026-10-02T07:20:12.141358+08:00",
      "id": "event-309692",
      "category": "event",
      "date": "2026-10-04",
      "city": "上海",
      "sources": [
        {
          "name": "秀动",
          "url": "https://www.showstart.com/event/309692"
        },
        {
          "name": "秀动活动配图",
          "url": "https://s2.showstart.com/img/2026/0908/15/00/0d775bc2dccf4307956488d3796ad11b_4961_7016_5718232.0x0.jpg"
        },
        {
          "name": "秀动活动配图",
          "url": "https://s2.showstart.com/img/2026/0908/15/00/8aa507597dfa4f4eae311ffa4582008d_1600_18436_3110072.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
        }
      ]
    },
    {
      "time": "10-03 20:00 开演",
      "title": "江皓南「褪黑素2.0」2026巡演-杭州站",
      "official_title": "江皓南「褪黑素2.0」2026巡演-杭州站",
      "venue": "蛙厂RMMF·杭州·新天地店",
      "address": "浙江省杭州市拱墅区新北街85号G2-203-1号",
      "price": "单人早鸟168元",
      "why": "「褪黑素2.0」杭州场采用秀动线上派号，不必夜排；早鸟与普通票19:00入场。",
      "restrictions": "早鸟与普通票18:30排队、19:00入场；禁止夜排和代排。按支付渠道返回的成功时间派号，最迟前一天发至票夹；入场开始后缺席原队列须到队尾。销售至10月3日21:30。普通及早鸟票的签售另需购买实体专辑，每人限签一张、无TO签。",
      "source_name": "秀动",
      "source_url": "https://www.showstart.com/event/309423",
      "status_checked_at": "2026-10-02T07:20:12.778942+08:00",
      "id": "event-309423",
      "category": "event",
      "date": "2026-10-03",
      "city": "杭州",
      "sources": [
        {
          "name": "秀动",
          "url": "https://www.showstart.com/event/309423"
        },
        {
          "name": "秀动活动配图",
          "url": "https://s2.showstart.com/img/2026/0904/20/30/ec088cd8fd0a46b9ac47a767debe3e50_4244_6001_9342681.0x0.jpg"
        },
        {
          "name": "秀动活动配图",
          "url": "https://s2.showstart.com/img/2026/0904/20/30/ec088cd8fd0a46b9ac47a767debe3e50_4244_6001_9342681.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
        },
        {
          "name": "秀动活动配图",
          "url": "https://s2.showstart.com/img/2026/0904/23/00/ff2835e9b1d242d5a1d4757474d08108_850_3323_1116380.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
        }
      ]
    },
    {
      "time": "10-04 19:30 开演",
      "title": "「Back to the Other Side」巴西当代爵士HII TRIO 杭州站",
      "official_title": "「Back to the Other Side」巴西当代爵士HII TRIO 杭州站",
      "venue": "爵士黄楼",
      "address": "杭州市上城区柳营路6号",
      "price": "单人预售120元",
      "why": "巴西当代爵士 HII TRIO 周日场，19:00入场，19:30开演。",
      "restrictions": "儿童与成人同价，按到场顺序入座；禁止自带饮食。19:00入场，预售至10月4日19:30。",
      "source_name": "秀动",
      "source_url": "https://www.showstart.com/event/310376",
      "status_checked_at": "2026-10-02T07:20:13.373284+08:00",
      "id": "event-310376",
      "category": "event",
      "date": "2026-10-04",
      "city": "杭州",
      "sources": [
        {
          "name": "秀动",
          "url": "https://www.showstart.com/event/310376"
        }
      ]
    },
    {
      "time": "10-04 20:00 开演",
      "title": "帆布小镇今夜无法入眠Ⅱ特别专场-杭州站",
      "official_title": "帆布小镇今夜无法入眠Ⅱ特别专场-杭州站",
      "venue": " CH8-LIVEHOUSE（杭州小河店）",
      "address": "浙江省杭州市拱墅区拱宸桥街道小河路118号",
      "price": "单人早鸟99元",
      "why": "帆布小镇摇滚专场，周日晚20:00开演；早鸟与预售销售时间在当天零点结束。",
      "restrictions": "早鸟99元、预售120元均于10月4日00:00截止；全价150元销售至22:00。主办建议提前约30分钟进场。",
      "source_name": "秀动",
      "source_url": "https://www.showstart.com/event/306730",
      "status_checked_at": "2026-10-02T07:20:13.653719+08:00",
      "id": "event-306730",
      "category": "event",
      "date": "2026-10-04",
      "city": "杭州",
      "sources": [
        {
          "name": "秀动",
          "url": "https://www.showstart.com/event/306730"
        },
        {
          "name": "秀动活动配图",
          "url": "https://s2.showstart.com/img/2026/0806/05/00/6f0d3a974cd44da6909fec1169d4a068_2000_2667_5388473.0x0.jpg"
        },
        {
          "name": "秀动活动配图",
          "url": "https://s2.showstart.com/img/2026/0806/05/00/e3509f0f0d1a49959b60f145bb66326e_1200_5875_7596945.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
        },
        {
          "name": "秀动活动配图",
          "url": "https://s2.showstart.com/img/2026/0806/02/30/abf8351031fc4a679c01d3915b765925_1200_2567_3218534.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
        }
      ]
    },
    {
      "id": "abs_2609.40111",
      "category": "paper",
      "title": "Agent Error Dataset: Scaling 50,000 Error--Diagnosis Pairs for Failure Analysis and Error-Aware Post-Training",
      "summary": "失败轨迹能否用于训练，关键在于修改动作后能否重新验证。Agent Error Dataset保留原始执行轨迹与错误诊断，并在支持重放的环境中，从相同检查点比较纠正动作与原动作重试。作者报告纠正方案提高了验证器通过率；诊断任务中的一致率则以内部教师标签为参照，不能当作外部审计准确率。",
      "published_at": "2026-09-30T16:40:22+00:00",
      "sources": [
        {
          "name": "arXiv",
          "url": "https://arxiv.org/abs/2609.40111v1"
        }
      ],
      "source_name": "arXiv",
      "source_url": "https://arxiv.org/abs/2609.40111v1",
      "listing_date": "2026-10-01",
      "version": "v1"
    },
    {
      "id": "abs_2609.40303",
      "category": "paper",
      "title": "How Much of a Harness Does a Strong Agent Need for Autonomous ML Engineering?",
      "summary": "作者在相同模型与时间预算下比较自动机器学习工程系统，发现复杂开源运行框架未胜过单会话、精简框架的编程代理。消融结果支持先检验模型本身的能力，再判断额外调度是否带来收益；结论限于论文考察的机器学习工程基准，不足以否定其他任务中的多代理协作。",
      "published_at": "2026-09-30T17:51:30+00:00",
      "sources": [
        {
          "name": "arXiv",
          "url": "https://arxiv.org/abs/2609.40303v1"
        }
      ],
      "source_name": "arXiv",
      "source_url": "https://arxiv.org/abs/2609.40303v1",
      "listing_date": "2026-10-01",
      "version": "v1"
    },
    {
      "id": "abs_2609.40325",
      "category": "paper",
      "title": "WorldAuditBench: Interactive 3D World Auditing with Multimodal Agents",
      "summary": "WorldAuditBench把三维场景中的异常检查做成可交互评测：代理需要主动探索，再依据观察判断异常。作者在固定探索预算下比较分阶段与端到端代理，报告所测系统仍落后于人类。研究检验的是搜集证据与视觉判断的配合，不能把静态图像识别成绩直接当作交互场景的检查能力。",
      "published_at": "2026-09-30T17:55:29+00:00",
      "sources": [
        {
          "name": "arXiv",
          "url": "https://arxiv.org/abs/2609.40325v1"
        }
      ],
      "source_name": "arXiv",
      "source_url": "https://arxiv.org/abs/2609.40325v1",
      "listing_date": "2026-10-01",
      "version": "v1"
    }
  ],
  "sources": [
    {
      "name": "财政部",
      "url": "https://www.mof.gov.cn/zhengwuxinxi/caizhengxinwen/202610/t20261001_3998520.htm"
    },
    {
      "name": "新华社／中国政府网",
      "url": "https://www.gov.cn/yaowen/liebiao/202610/content_7082576.htm"
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    {
      "name": "新浪转载央视网",
      "url": "https://news.sina.com.cn/c/2026-10-01/doc-initstui5326790.shtml"
    },
    {
      "name": "Anthropic官方GitHub release",
      "url": "https://github.com/anthropics/claude-code/releases/tag/v2.1.287"
    },
    {
      "name": "arXiv",
      "url": "https://arxiv.org/abs/2609.40111v1"
    },
    {
      "name": "arXiv",
      "url": "https://arxiv.org/abs/2609.40303v1"
    },
    {
      "name": "arXiv",
      "url": "https://arxiv.org/abs/2609.40325v1"
    },
    {
      "name": "澎湃新闻／吴遇利",
      "url": "https://www.thepaper.cn/newsDetail_forward_34187045?commTag=true"
    },
    {
      "name": "微博／大米评测",
      "url": "https://weibo.com/1871821935/RkGrYpd7k?refer_flag=1001030103_"
    },
    {
      "name": "知乎／谢顿",
      "url": "https://www.zhihu.com/question/2089062587409421035/answer/2089071004840740701"
    },
    {
      "name": "新浪财经刊载三湘都市报，正文注明极目新闻、央视新闻",
      "url": "https://finance.sina.com.cn/stock/t/2026-10-01/doc-inittksf6622187.shtml"
    },
    {
      "name": "微博／科技新一",
      "url": "https://weibo.com/2827386331/RkGClCXYw?refer_flag=1001030103_"
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    {
      "name": "汽车之家车家号／汽车世界说老张",
      "url": "https://chejiahao.autohome.com.cn/info/26586486"
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    {
      "name": "秀动",
      "url": "https://www.showstart.com/event/309954"
    },
    {
      "name": "秀动",
      "url": "https://www.showstart.com/event/310017"
    },
    {
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      "url": "https://s2.showstart.com/img/2026/0911/19/30/ae6ac77eb3dd4d1cb625c273e279141a_961_1360_1908221.0x0.png"
    },
    {
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      "url": "https://s2.showstart.com/img/2026/0616/16/00/15e212375614459f9241192d96f76a4f_2500_2729_484920.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
    },
    {
      "name": "秀动活动配图",
      "url": "https://s2.showstart.com/img/2026/0502/21/30/710a4f1afbdd4775977f42734213d50a_1500_7526_1810778.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
    },
    {
      "name": "秀动活动配图",
      "url": "https://s2.showstart.com/img/2026/0502/21/30/9fca4b33f5f04fb9ad68d78394d2d8a7_1500_7526_1849872.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
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    },
    {
      "name": "秀动活动配图",
      "url": "https://s2.showstart.com/img/2026/0325/17/00/2d4111b2af494d59ab4bc35edb03bce2_1025_4288_872411.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
    },
    {
      "name": "秀动",
      "url": "https://www.showstart.com/event/307836"
    },
    {
      "name": "秀动",
      "url": "https://www.showstart.com/event/309692"
    },
    {
      "name": "秀动活动配图",
      "url": "https://s2.showstart.com/img/2026/0908/15/00/0d775bc2dccf4307956488d3796ad11b_4961_7016_5718232.0x0.jpg"
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    {
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      "url": "https://s2.showstart.com/img/2026/0908/15/00/8aa507597dfa4f4eae311ffa4582008d_1600_18436_3110072.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
    },
    {
      "name": "秀动",
      "url": "https://www.showstart.com/event/309423"
    },
    {
      "name": "秀动活动配图",
      "url": "https://s2.showstart.com/img/2026/0904/20/30/ec088cd8fd0a46b9ac47a767debe3e50_4244_6001_9342681.0x0.jpg"
    },
    {
      "name": "秀动活动配图",
      "url": "https://s2.showstart.com/img/2026/0904/20/30/ec088cd8fd0a46b9ac47a767debe3e50_4244_6001_9342681.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
    },
    {
      "name": "秀动活动配图",
      "url": "https://s2.showstart.com/img/2026/0904/23/00/ff2835e9b1d242d5a1d4757474d08108_850_3323_1116380.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
    },
    {
      "name": "秀动",
      "url": "https://www.showstart.com/event/310376"
    },
    {
      "name": "秀动",
      "url": "https://www.showstart.com/event/306730"
    },
    {
      "name": "秀动活动配图",
      "url": "https://s2.showstart.com/img/2026/0806/05/00/6f0d3a974cd44da6909fec1169d4a068_2000_2667_5388473.0x0.jpg"
    },
    {
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      "url": "https://s2.showstart.com/img/2026/0806/05/00/e3509f0f0d1a49959b60f145bb66326e_1200_5875_7596945.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
    },
    {
      "name": "秀动活动配图",
      "url": "https://s2.showstart.com/img/2026/0806/02/30/abf8351031fc4a679c01d3915b765925_1200_2567_3218534.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
    }
  ],
  "local_life": {
    "shanghai": [
      {
        "time": "10-03 20:00 开演",
        "title": "NEEVE 2026 秋季巡演「Am I on your mind?」上海站",
        "official_title": "NEEVE 2026 秋季巡演「Am I on your mind?」上海站",
        "venue": "CAVE ART VENUE",
        "address": "上海市长宁区IM Shanghai长宁国际LG-37",
        "price": "单人预售218元",
        "why": "NEEVE 秋季巡演上海场，周六晚两小时。",
        "restrictions": "预售至10月3日20:00；全价258元。",
        "source_name": "秀动",
        "source_url": "https://www.showstart.com/event/309954",
        "status_checked_at": "2026-10-02T07:20:12.141309+08:00",
        "id": "event-309954",
        "category": "event",
        "date": "2026-10-03",
        "city": "上海",
        "sources": [
          {
            "name": "秀动",
            "url": "https://www.showstart.com/event/309954"
          }
        ]
      },
      {
        "time": "10-03 20:30 开演",
        "title": "[宇宙浪漫超强音] COLDPLAY 酷玩乐队致敬音乐会",
        "official_title": "[宇宙浪漫超强音] COLDPLAY 酷玩乐队致敬音乐会",
        "venue": "珍珠剧场 THE PEARL",
        "address": "上海市虹口区乍浦路471号靠近武进路",
        "price": "单人预售150元",
        "why": "酷玩作品致敬场，参演音乐人为 Red Star，并非 Coldplay 本人演出；18:00 开门及用餐，20:30 开演。",
        "restrictions": "仅限18岁及以上；驻场乐队致敬，非酷玩本人出演。电子票一人一码；不保证座位，散台先到先得、可能拼桌，卡座包厢有低消。预售至10月3日19:00；全价180元。",
        "source_name": "秀动",
        "source_url": "https://www.showstart.com/event/310017",
        "status_checked_at": "2026-10-02T07:20:12.415658+08:00",
        "id": "event-310017",
        "category": "event",
        "date": "2026-10-03",
        "city": "上海",
        "sources": [
          {
            "name": "秀动",
            "url": "https://www.showstart.com/event/310017"
          },
          {
            "name": "秀动活动配图",
            "url": "https://s2.showstart.com/img/2026/0911/19/30/ae6ac77eb3dd4d1cb625c273e279141a_961_1360_1908221.0x0.png"
          },
          {
            "name": "秀动活动配图",
            "url": "https://s2.showstart.com/img/2026/0616/16/00/15e212375614459f9241192d96f76a4f_2500_2729_484920.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
          },
          {
            "name": "秀动活动配图",
            "url": "https://s2.showstart.com/img/2026/0502/21/30/710a4f1afbdd4775977f42734213d50a_1500_7526_1810778.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
          },
          {
            "name": "秀动活动配图",
            "url": "https://s2.showstart.com/img/2026/0502/21/30/9fca4b33f5f04fb9ad68d78394d2d8a7_1500_7526_1849872.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
          },
          {
            "name": "秀动活动配图",
            "url": "https://s2.showstart.com/img/2026/0502/21/30/5bdec69698904d70a1b4491728ad33c4_1500_7526_2008758.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
          },
          {
            "name": "秀动活动配图",
            "url": "https://s2.showstart.com/img/2026/0502/21/30/d4d76099c85041b399ff59cf99835e4b_1500_7526_2012448.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
          },
          {
            "name": "秀动活动配图",
            "url": "https://s2.showstart.com/img/2026/0325/17/00/2d4111b2af494d59ab4bc35edb03bce2_1025_4288_872411.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
          }
        ]
      },
      {
        "time": "10-04 20:00 开演",
        "title": "怪兽计划乐队『隔在你我之间的那片海』2026巡演 上海站",
        "official_title": "怪兽计划乐队『隔在你我之间的那片海』2026巡演 上海站",
        "venue": "上海 MAO Livehouse",
        "address": "上海市黄浦区重庆南路308号3楼",
        "price": "单人预售70元",
        "why": "以 Pop rock 为主，融合 Disco、Punk、Garage；周日晚场，预售单人票70元。",
        "restrictions": "预售至10月4日19:00；全价100元。",
        "source_name": "秀动",
        "source_url": "https://www.showstart.com/event/307836",
        "status_checked_at": "2026-10-02T07:20:12.141055+08:00",
        "id": "event-307836",
        "category": "event",
        "date": "2026-10-04",
        "city": "上海",
        "sources": [
          {
            "name": "秀动",
            "url": "https://www.showstart.com/event/307836"
          }
        ]
      },
      {
        "time": "10-04 20:00 开演",
        "title": "澳大利亚INFP系梦幻治愈组合DREAM TUNES巡演 上海站",
        "official_title": "澳大利亚INFP系梦幻治愈组合DREAM TUNES巡演 上海站",
        "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": "单人早鸟180元",
        "why": "独立流行组合DREAM TUNES上海场；页面正文部分配图的国别标签不一致，本期不据此判断艺人国籍。官方活动名照录。",
        "restrictions": "早鸟至10月4日10:00；另列预售198元、全价238元。",
        "source_name": "秀动",
        "source_url": "https://www.showstart.com/event/309692",
        "status_checked_at": "2026-10-02T07:20:12.141358+08:00",
        "id": "event-309692",
        "category": "event",
        "date": "2026-10-04",
        "city": "上海",
        "sources": [
          {
            "name": "秀动",
            "url": "https://www.showstart.com/event/309692"
          },
          {
            "name": "秀动活动配图",
            "url": "https://s2.showstart.com/img/2026/0908/15/00/0d775bc2dccf4307956488d3796ad11b_4961_7016_5718232.0x0.jpg"
          },
          {
            "name": "秀动活动配图",
            "url": "https://s2.showstart.com/img/2026/0908/15/00/8aa507597dfa4f4eae311ffa4582008d_1600_18436_3110072.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
          }
        ]
      }
    ],
    "hangzhou": [
      {
        "time": "10-03 20:00 开演",
        "title": "江皓南「褪黑素2.0」2026巡演-杭州站",
        "official_title": "江皓南「褪黑素2.0」2026巡演-杭州站",
        "venue": "蛙厂RMMF·杭州·新天地店",
        "address": "浙江省杭州市拱墅区新北街85号G2-203-1号",
        "price": "单人早鸟168元",
        "why": "「褪黑素2.0」杭州场采用秀动线上派号，不必夜排；早鸟与普通票19:00入场。",
        "restrictions": "早鸟与普通票18:30排队、19:00入场；禁止夜排和代排。按支付渠道返回的成功时间派号，最迟前一天发至票夹；入场开始后缺席原队列须到队尾。销售至10月3日21:30。普通及早鸟票的签售另需购买实体专辑，每人限签一张、无TO签。",
        "source_name": "秀动",
        "source_url": "https://www.showstart.com/event/309423",
        "status_checked_at": "2026-10-02T07:20:12.778942+08:00",
        "id": "event-309423",
        "category": "event",
        "date": "2026-10-03",
        "city": "杭州",
        "sources": [
          {
            "name": "秀动",
            "url": "https://www.showstart.com/event/309423"
          },
          {
            "name": "秀动活动配图",
            "url": "https://s2.showstart.com/img/2026/0904/20/30/ec088cd8fd0a46b9ac47a767debe3e50_4244_6001_9342681.0x0.jpg"
          },
          {
            "name": "秀动活动配图",
            "url": "https://s2.showstart.com/img/2026/0904/20/30/ec088cd8fd0a46b9ac47a767debe3e50_4244_6001_9342681.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
          },
          {
            "name": "秀动活动配图",
            "url": "https://s2.showstart.com/img/2026/0904/23/00/ff2835e9b1d242d5a1d4757474d08108_850_3323_1116380.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
          }
        ]
      },
      {
        "time": "10-04 19:30 开演",
        "title": "「Back to the Other Side」巴西当代爵士HII TRIO 杭州站",
        "official_title": "「Back to the Other Side」巴西当代爵士HII TRIO 杭州站",
        "venue": "爵士黄楼",
        "address": "杭州市上城区柳营路6号",
        "price": "单人预售120元",
        "why": "巴西当代爵士 HII TRIO 周日场，19:00入场，19:30开演。",
        "restrictions": "儿童与成人同价，按到场顺序入座；禁止自带饮食。19:00入场，预售至10月4日19:30。",
        "source_name": "秀动",
        "source_url": "https://www.showstart.com/event/310376",
        "status_checked_at": "2026-10-02T07:20:13.373284+08:00",
        "id": "event-310376",
        "category": "event",
        "date": "2026-10-04",
        "city": "杭州",
        "sources": [
          {
            "name": "秀动",
            "url": "https://www.showstart.com/event/310376"
          }
        ]
      },
      {
        "time": "10-04 20:00 开演",
        "title": "帆布小镇今夜无法入眠Ⅱ特别专场-杭州站",
        "official_title": "帆布小镇今夜无法入眠Ⅱ特别专场-杭州站",
        "venue": " CH8-LIVEHOUSE（杭州小河店）",
        "address": "浙江省杭州市拱墅区拱宸桥街道小河路118号",
        "price": "单人早鸟99元",
        "why": "帆布小镇摇滚专场，周日晚20:00开演；早鸟与预售销售时间在当天零点结束。",
        "restrictions": "早鸟99元、预售120元均于10月4日00:00截止；全价150元销售至22:00。主办建议提前约30分钟进场。",
        "source_name": "秀动",
        "source_url": "https://www.showstart.com/event/306730",
        "status_checked_at": "2026-10-02T07:20:13.653719+08:00",
        "id": "event-306730",
        "category": "event",
        "date": "2026-10-04",
        "city": "杭州",
        "sources": [
          {
            "name": "秀动",
            "url": "https://www.showstart.com/event/306730"
          },
          {
            "name": "秀动活动配图",
            "url": "https://s2.showstart.com/img/2026/0806/05/00/6f0d3a974cd44da6909fec1169d4a068_2000_2667_5388473.0x0.jpg"
          },
          {
            "name": "秀动活动配图",
            "url": "https://s2.showstart.com/img/2026/0806/05/00/e3509f0f0d1a49959b60f145bb66326e_1200_5875_7596945.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
          },
          {
            "name": "秀动活动配图",
            "url": "https://s2.showstart.com/img/2026/0806/02/30/abf8351031fc4a679c01d3915b765925_1200_2567_3218534.0x0.jpg?imageMogr2/thumbnail/640x/gravity/Center/crop/640x"
          }
        ]
      }
    ]
  },
  "papers": [
    {
      "id": "abs_2609.40111",
      "category": "paper",
      "title": "Agent Error Dataset: Scaling 50,000 Error--Diagnosis Pairs for Failure Analysis and Error-Aware Post-Training",
      "summary": "失败轨迹能否用于训练，关键在于修改动作后能否重新验证。Agent Error Dataset保留原始执行轨迹与错误诊断，并在支持重放的环境中，从相同检查点比较纠正动作与原动作重试。作者报告纠正方案提高了验证器通过率；诊断任务中的一致率则以内部教师标签为参照，不能当作外部审计准确率。",
      "published_at": "2026-09-30T16:40:22+00:00",
      "sources": [
        {
          "name": "arXiv",
          "url": "https://arxiv.org/abs/2609.40111v1"
        }
      ],
      "source_name": "arXiv",
      "source_url": "https://arxiv.org/abs/2609.40111v1",
      "listing_date": "2026-10-01",
      "version": "v1"
    },
    {
      "id": "abs_2609.40303",
      "category": "paper",
      "title": "How Much of a Harness Does a Strong Agent Need for Autonomous ML Engineering?",
      "summary": "作者在相同模型与时间预算下比较自动机器学习工程系统，发现复杂开源运行框架未胜过单会话、精简框架的编程代理。消融结果支持先检验模型本身的能力，再判断额外调度是否带来收益；结论限于论文考察的机器学习工程基准，不足以否定其他任务中的多代理协作。",
      "published_at": "2026-09-30T17:51:30+00:00",
      "sources": [
        {
          "name": "arXiv",
          "url": "https://arxiv.org/abs/2609.40303v1"
        }
      ],
      "source_name": "arXiv",
      "source_url": "https://arxiv.org/abs/2609.40303v1",
      "listing_date": "2026-10-01",
      "version": "v1"
    },
    {
      "id": "abs_2609.40325",
      "category": "paper",
      "title": "WorldAuditBench: Interactive 3D World Auditing with Multimodal Agents",
      "summary": "WorldAuditBench把三维场景中的异常检查做成可交互评测：代理需要主动探索，再依据观察判断异常。作者在固定探索预算下比较分阶段与端到端代理，报告所测系统仍落后于人类。研究检验的是搜集证据与视觉判断的配合，不能把静态图像识别成绩直接当作交互场景的检查能力。",
      "published_at": "2026-09-30T17:55:29+00:00",
      "sources": [
        {
          "name": "arXiv",
          "url": "https://arxiv.org/abs/2609.40325v1"
        }
      ],
      "source_name": "arXiv",
      "source_url": "https://arxiv.org/abs/2609.40325v1",
      "listing_date": "2026-10-01",
      "version": "v1"
    }
  ]
}