{
  "date": "2026-10-07",
  "title": "贸易规则与证据边界",
  "url": "https://daily.yisiliu.io/20261007/",
  "summary": "贸易防御主张尚不是生效规则，基金发行计划也不是资金流入；王皓场外风波与缅北取证披露，分别追问表达和证据的边界。论文栏中，MemPilot尝试按问题需要整理记忆；CLIFT研究网页代理如何自检，另一篇研究回答前缀对基础模型推理表现的影响。",
  "generated_at": "2026-10-07T07:47:19+08:00",
  "sections": [
    {
      "id": "judgment",
      "title": "今日判断",
      "items": [
        {
          "title": "贸易成本要看正式规则",
          "text": "法德主张与中方回应说明谈判分歧；只有具体规则及生效安排，才能进一步判断企业承担什么成本。"
        },
        {
          "title": "发行日程不是新增资金",
          "text": "基金计划开售增加了选择，最终募集份额才回答投资者是否买单。"
        },
        {
          "title": "表达与证据，各有边界",
          "text": "战术批评不能替代对具体行为的判断；旧案新披露也不能被写成今日发生的新案件。"
        }
      ]
    },
    {
      "id": "macro",
      "title": "宏观／金融／政策",
      "items": [
        {
          "id": "mofcom-eu-trade-defense-20261006",
          "category": "macro",
          "title": "商务部回应法德贸易防御主张，要求遵守世贸规则",
          "summary": "商务部10月6日晚回应有关法德要求欧盟强化贸易防御措施的报道，表示希望两国坚持开放合作和自由贸易，遵守世贸规则。这是一份针对媒体报道的官方立场说明，不能据此认定欧盟已经通过新措施。 判断中欧贸易成本是否改变，仍须看欧盟正式立法或具体贸易救济决定；非正式主张与已生效规则应分开。",
          "sources": [
            {
              "name": "商务部新闻办公室",
              "url": "https://www.mofcom.gov.cn/xwfb/xwfyrth/art/2026/art_6997d22d59cc4196a5bb3954828861ec.html"
            }
          ],
          "published_at": "2026-10-06T20:05:00+08:00",
          "source_name": "商务部新闻办公室",
          "source_url": "https://www.mofcom.gov.cn/xwfb/xwfyrth/art/2026/art_6997d22d59cc4196a5bb3954828861ec.html"
        },
        {
          "id": "fund-subscriptions-20261006",
          "category": "macro",
          "title": "20只基金计划节后首日开启认购，发行数量不等于资金流入",
          "summary": "中国证券报10月6日报道，20只基金计划在10月8日开启认购。文章同时指出，三季度新成立基金数量上升，合计募集份额却较二季度下降25.56%。节后发行安排说明产品供给，尚不能当作已经流入股市的资金。",
          "sources": [
            {
              "name": "新浪财经转载中国证券报",
              "url": "https://finance.sina.com.cn/stock/marketresearch/2026-10-06/doc-iniuhpzf5637841.shtml"
            }
          ],
          "published_at": "2026-10-06T15:29:00+08:00",
          "source_name": "新浪财经转载中国证券报",
          "source_url": "https://finance.sina.com.cn/stock/marketresearch/2026-10-06/doc-iniuhpzf5637841.shtml"
        },
        {
          "id": "us-trade-august-20261006",
          "category": "macro",
          "title": "美国8月贸易逆差扩大，进口增速高于出口",
          "summary": "美国经济分析局与人口普查局10月6日公布，8月货物和服务贸易逆差为1056亿美元，环比扩大13.7%；进口环比增长4.3%，出口增长1.4%。数据经过季节调整，未剔除价格变化。年初至8月累计逆差仍同比缩小19.9%，单月恶化不应替代累计口径。 进口增长快于出口解释了当月逆差扩大，但名义金额不能直接证明实际需求增长同样快。",
          "sources": [
            {
              "name": "美国经济分析局（BEA）及人口普查局",
              "url": "https://www.bea.gov/news/2026/us-international-trade-goods-and-services-august-2026"
            }
          ],
          "published_at": "2026-10-06T08:30:00-04:00",
          "source_name": "美国经济分析局（BEA）及人口普查局",
          "source_url": "https://www.bea.gov/news/2026/us-international-trade-goods-and-services-august-2026"
        }
      ]
    },
    {
      "id": "hotspots",
      "title": "中文互联网热点／讨论场",
      "items": [
        {
          "id": "wang-hao-spectator-boundary-oct6",
          "title": "王皓场外风波，战术争论不能替辱骂免责",
          "fact_description": "10月6日，WTT中国大满贯期间，王皓在北京首钢园赛场外遭部分观众持续喊话。都市快报橙柿互动10月7日凌晨转载大河报报道，记载他呼叫安保与警察，并在标题中提到拍照取证；妻子闫小雅随后发布现场视频，质疑观赛风气。争议从排兵布阵扩展到表达边界。报道引述律师讨论可能适用的处罚，但没有提供公安机关的处理决定，不能把“严重可拘留”写成已经拘留。喊话内容与是否扰乱秩序，也须分别判断。",
          "discussion": "快报确认的是现场冲突及家属回应。微博律师“娱乐法李振武”强调实际干扰程度应由警方结合证据认定；知乎“测不准的猫”则讽刺对粉丝影响的双重标准。后者是态度批评，不能证明教练曾纵容辱骂；两条发言不代表平台共识。",
          "near_model": {
            "name": "外部性与行为约束",
            "field": "制度经济学",
            "text": "球迷从表达立场获得满足，堵塞通行和打断工作却由他人承担。若违规识别概率提高，预期代价上升，过激表达的收益便会下降；现场取证对应识别环节。这能解释为何需约束具体行为，不能据此认定某位观众已经违法。"
          },
          "far_model": {
            "name": "信号检测与误报漏报",
            "field": "统计决策",
            "text": "安保要在正常批评与实际骚扰之间分类。只按音量或支持谁判断，会把批评误报为骚扰；只等肢体冲突，又可能漏掉持续围堵。连续录像与通行受阻记录比立场标签更有区分力，提醒近模型不要把所有表达都当作待惩罚成本。"
          },
          "boundary": "行为约束解释干预理由，信号检测要求降低错罚；两者都不能由片段视频判定责任，更不能推出战术安排正确。",
          "next_variables": "查看警方处理与完整录像。如果通行和工作未受影响，应收窄秩序判断；若同类辱骂因阵营不同而处理不同，则须检查执法一致性。",
          "category": "hotspot",
          "sources": [
            {
              "name": "都市快报橙柿互动官方网易号／来源大河报",
              "url": "https://c.m.163.com/news/a/L8JLL4AG051492LM.html"
            },
            {
              "name": "微博／娱乐法李振武",
              "url": "https://weibo.com/1676875747/RlrN53CqA?refer_flag=1001030103_"
            },
            {
              "name": "知乎／测不准的猫",
              "url": "https://www.zhihu.com/question/2090900901653209274/answer/2090940620026265766"
            }
          ]
        },
        {
          "id": "myanmar-evidence-documentary-oct5",
          "title": "缅北取证细节重现，物证比口头通报更重要",
          "fact_description": "10月5日晚，《缅北电诈覆灭纪实》首集播出。界面新闻当晚报道，中方调查2023年“10·20”枪击案时，在果敢找到三具遗体；缅方未当场同意移交，警方先提取生物检材，经交涉于次日将遗体带回，鉴定确认枪击致死。纳新回忆，此前对方一直通报没有中国人死亡。这里新增的是纪录片披露与随后讨论，案件和取证都发生在过去。三具遗体是此次取证所得，不能替代整起案件的伤亡总数；通报失实也不自动证明所有相关人员有共同动机。",
          "discussion": "界面报道说明了现场勘查如何纠正先前通报。微博“今日推荐官”把重点放在迎回同胞与追责；知乎“王一橙wyc”将困难归因于地方武装和金主勾连。前者表达愤怒，后者提出权力关系解释，其兵力数字未获本文核实，均非平台整体意见。",
          "near_model": {
            "name": "证据链与可追溯性",
            "field": "刑事证据方法",
            "text": "死亡通报、现场发现与法医鉴定承担不同证明任务。检材要能对应具体遗体，移交过程也须可追溯，后续鉴定才不会失去对象。这解释为何带回检材具有独立价值；报道没有展示全部封存和交接记录，不能直接宣称法庭证据链完整。"
          },
          "far_model": {
            "name": "故障隔离与异地冗余",
            "field": "可靠性工程",
            "text": "遗体留在战区，检材先行送出，相当于让部分信息脱离共同毁损环境。只有保存地点及运输风险足够分离，冗余才减少同时丢失的机会。这补充证据方法较少计算的存续风险；检材只能保留部分信息，不能视作遗体的完整备份。"
          },
          "boundary": "可追溯性关注证据可信，异地冗余关注证据能否存续；二者均不能仅凭纪录片判断各方动机或当前全部园区状况。",
          "next_variables": "后续若公开交接与检验记录，可检查样本对应关系；若检材与遗体始终承受同一风险，冗余解释便减弱。判断现实打击成效仍须另看新的执法资料。",
          "category": "hotspot",
          "sources": [
            {
              "name": "界面新闻／翟瑞民，依据公安部与总台纪录片",
              "url": "https://www.jiemian.com/article/15162411.html"
            },
            {
              "name": "微博／今日推荐官",
              "url": "https://weibo.com/1849742040/RlowVamJA?refer_flag=1001030103_"
            },
            {
              "name": "知乎／王一橙wyc",
              "url": "https://www.zhihu.com/question/2090761132268942635/answer/2090795862851166519"
            }
          ]
        }
      ]
    },
    {
      "id": "local-life",
      "title": "沪杭今天（10月7日）",
      "summary": "今日精选上海4场、杭州3项，不是完整活动清单。按开始时间排序；同刻按单人普通票价排列。销售时段不保证库存，售票截止不等于最晚入场；请开演前到场。",
      "city_refund_note": "退换票条件请逐项查看活动详情。",
      "items": [
        {
          "id": "showstart-311318",
          "title": "【JZ Club】Oleg Roschin Originals",
          "venue": "上海 JZ CLUB",
          "address": "上海市徐汇区衡山路八号水塔广场",
          "start_at": "2026-10-07T19:00:00+08:00",
          "city": "上海",
          "category": "event",
          "date": "2026-10-07",
          "end_at": "2026-10-07T21:00:00+08:00",
          "doors_at": null,
          "time": "19:00–21:00",
          "price": "168元（S区单人票）",
          "why": "钢琴原创爵士现场；18:30入场，S区单人票不保证座位，先到先得。",
          "restrictions": "S区单人票不保证座位；19:00停止线上售票；不得自带酒水饮料；秀动活动详情页购票；实时余票与出票以售票页为准；票品售出概不退换，因不可抗力导致取消或延期除外。",
          "refund": "票品售出概不退换，因不可抗力导致取消或延期除外。",
          "booking": "秀动活动详情页购票；实时余票与出票以售票页为准",
          "sources": [
            {
              "name": "秀动",
              "url": "https://www.showstart.com/event/311318"
            }
          ],
          "source_name": "秀动",
          "source_url": "https://www.showstart.com/event/311318",
          "sort_price": 168.0
        },
        {
          "id": "showstart-311958",
          "title": "安沐凡个人演唱会",
          "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",
          "start_at": "2026-10-07T19:30:00+08:00",
          "city": "上海",
          "category": "event",
          "date": "2026-10-07",
          "end_at": "2026-10-07T21:00:00+08:00",
          "doors_at": null,
          "time": "19:30–21:00",
          "price": "120元（普通票）",
          "why": "流行个人专场；普通票120元，98元学生票不是无条件起价。",
          "restrictions": "秀动活动详情页购票；实时余票与出票以售票页为准；票品售出概不退换，因不可抗力导致取消或延期除外。",
          "refund": "票品售出概不退换，因不可抗力导致取消或延期除外。",
          "booking": "秀动活动详情页购票；实时余票与出票以售票页为准",
          "sources": [
            {
              "name": "秀动",
              "url": "https://www.showstart.com/event/311958"
            }
          ],
          "source_name": "秀动",
          "source_url": "https://www.showstart.com/event/311958",
          "sort_price": 120.0
        },
        {
          "id": "showstart-310292",
          "title": "绯色地平线《赛末点》十周年巡演上海站",
          "venue": "ENCORE意空间见",
          "address": "上海市徐汇区虹梅路街道漕宝路193-1号鑫耀光环Live二期三层S5-L3-G01a",
          "start_at": "2026-10-07T20:00:00+08:00",
          "city": "上海",
          "category": "event",
          "date": "2026-10-07",
          "end_at": "2026-10-07T22:00:00+08:00",
          "doors_at": null,
          "time": "20:00–22:00",
          "price": "128元（普通票）",
          "why": "十周年巡演上海站；19:00开始入场，VIP优先。",
          "restrictions": "秀动活动详情页购票；实时余票与出票以售票页为准；票品售出概不退换，因不可抗力导致取消或延期除外。",
          "refund": "票品售出概不退换，因不可抗力导致取消或延期除外。",
          "booking": "秀动活动详情页购票；实时余票与出票以售票页为准",
          "sources": [
            {
              "name": "秀动",
              "url": "https://www.showstart.com/event/310292"
            }
          ],
          "source_name": "秀动",
          "source_url": "https://www.showstart.com/event/310292",
          "sort_price": 128.0
        },
        {
          "id": "showstart-309379",
          "title": "【声厂呈现】德国电子乐队Brandt Brauer Frick巡演·上海站",
          "venue": "REACTOR 反应堆",
          "address": "上海市长宁区种德桥路海粟文化广场D栋",
          "start_at": "2026-10-07T20:00:00+08:00",
          "city": "上海",
          "category": "event",
          "date": "2026-10-07",
          "end_at": "2026-10-07T21:30:00+08:00",
          "doors_at": null,
          "time": "20:00–21:30",
          "price": "228元（现场票）",
          "why": "用真实器乐演奏电子节拍的一晚；188元预售及360元双人票已过销售期。",
          "restrictions": "秀动活动详情页购票；实时余票与出票以售票页为准；票品售出概不退换，因不可抗力导致取消或延期除外。",
          "refund": "票品售出概不退换，因不可抗力导致取消或延期除外。",
          "booking": "秀动活动详情页购票；实时余票与出票以售票页为准",
          "sources": [
            {
              "name": "秀动",
              "url": "https://www.showstart.com/event/309379"
            }
          ],
          "source_name": "秀动",
          "source_url": "https://www.showstart.com/event/309379",
          "sort_price": 228.0
        },
        {
          "id": "yuanmingyuan",
          "title": "再现圆明园——国宝百年归藏特展",
          "venue": "浙江省博物馆之江馆区 一楼临展厅A",
          "address": "杭州之江文化中心；地铁6号线之江文化中心站／枫桦西路站",
          "start_at": "2026-10-07T09:00:00+08:00",
          "city": "杭州",
          "category": "event",
          "date": "2026-10-07",
          "end_at": "2026-10-07T20:00:00+08:00",
          "doors_at": null,
          "time": "09:00–20:00（馆区19:30停止入馆）",
          "price": "免费",
          "why": "看圆明园回流文物；展期至10月18日。 优待免预约范围：6周岁以下儿童、70周岁以上老人、30年以上教龄教师、离休老干部、军人（含退役军人）、残障人士、烈士家属、国家无偿献血奖获得者（凭本人无偿献血荣誉证书）、浙江省人才码持有者及国家规定的其他需免票人员。须持本人身份证原件及相关有效证件原件，经现场核验后排队参观。幼童、高龄老人、行动不便者须由成年人全程陪同看护。",
          "restrictions": "10月8日闭馆；幼童、高龄老人、行动不便者须由成年人全程陪同看护。预约观众凭本人身份证原件或预约二维码核销，一次有效，出场后不可重复进入；普通观众须提前在“云上浙博”小程序分时预约，展厅不开放现场预约；符合优待政策者凭本人身份证及相关有效证件原件现场核验后，可免预约、排队参观；免费展览，无购票退改事项。",
          "refund": "免费展览，无购票退改事项。",
          "booking": "普通观众须提前在“云上浙博”小程序分时预约，展厅不开放现场预约；符合优待政策者凭本人身份证及相关有效证件原件现场核验后，可免预约、排队参观",
          "sources": [
            {
              "name": "浙江省博物馆",
              "url": "https://www.zjmuseum.com.cn/cn/#/Exhibition/TemporaryExhibition/46502"
            },
            {
              "name": "浙江省博物馆·中秋国庆开馆公告",
              "url": "https://www.zjmuseum.com.cn/cn/#/Survey/Rules/Notice/46554"
            },
            {
              "name": "浙江省博物馆·参观指南",
              "url": "https://www.zjmuseum.com.cn/cn/#/Service/TourGuide"
            },
            {
              "name": "杭州网",
              "url": "https://ori.hangzhou.com.cn/ornews/content/2026-07/31/content_9269005.htm"
            },
            {
              "name": "杭州网·杭州发布预约通知",
              "url": "https://hznews.hangzhou.com.cn/wenti/content/2026-08/05/content_9272763.htm"
            }
          ],
          "source_name": "浙江省博物馆",
          "source_url": "https://www.zjmuseum.com.cn/cn/#/Exhibition/TemporaryExhibition/46502",
          "sort_price": 0.0
        },
        {
          "id": "taipingnian",
          "title": "太平年·天下同宁——吴越国与中华文明的传承",
          "venue": "浙江省博物馆之江馆区 二层临展C、B厅",
          "address": "杭州之江文化中心；地铁6号线之江文化中心站／枫桦西路站",
          "start_at": "2026-10-07T09:00:00+08:00",
          "city": "杭州",
          "category": "event",
          "date": "2026-10-07",
          "end_at": "2026-10-07T20:00:00+08:00",
          "doors_at": null,
          "time": "09:00–20:00（馆区19:30停止入馆）",
          "price": "首期全价票88元（官方展讯标价，未验证当前优惠）；49元早鸟已于7月27日结束",
          "why": "历史文物与影视叙事双线展览；首期文物展至11月1日。",
          "restrictions": "10月8日闭馆；今日时间按9月21日国庆公告，不沿用8月暑期公告；需购票，无需预约。通过馆方列出的携程、猫眼、大麦、抖音或浙里票务搜索展名；余票以售票页为准；收费展退改条款请在购票前确认。",
          "refund": "收费展退改条款请在购票前确认",
          "booking": "需购票，无需预约。通过馆方列出的携程、猫眼、大麦、抖音或浙里票务搜索展名；余票以售票页为准。",
          "sources": [
            {
              "name": "浙江省博物馆",
              "url": "https://www.zjmuseum.com.cn/cn/#/Exhibition/TemporaryExhibition/46495"
            },
            {
              "name": "浙江省博物馆·中秋国庆开馆公告",
              "url": "https://www.zjmuseum.com.cn/cn/#/Survey/Rules/Notice/46554"
            },
            {
              "name": "浙江省博物馆·参观指南",
              "url": "https://www.zjmuseum.com.cn/cn/#/Service/TourGuide"
            }
          ],
          "source_name": "浙江省博物馆",
          "source_url": "https://www.zjmuseum.com.cn/cn/#/Exhibition/TemporaryExhibition/46495",
          "sort_price": 0.0
        },
        {
          "id": "showstart-311681",
          "title": "《贝多芬G大调奏鸣曲》古典流行钢琴音乐会",
          "venue": "浙江省文化馆小剧场",
          "address": "杭州市拱墅区武林路77号小剧场",
          "start_at": "2026-10-07T19:30:00+08:00",
          "city": "杭州",
          "category": "event",
          "date": "2026-10-07",
          "end_at": "2026-10-07T21:00:00+08:00",
          "doors_at": null,
          "time": "19:30–21:00",
          "price": "38元",
          "why": "武林路小剧场钢琴独奏，曲目跨古典与流行；具体曲目及顺序以现场为准。",
          "restrictions": "秀动活动详情页购票；实时余票与出票以售票页为准；票品售出概不退换，因不可抗力导致取消或延期除外。",
          "refund": "票品售出概不退换，因不可抗力导致取消或延期除外。",
          "booking": "秀动活动详情页购票；实时余票与出票以售票页为准",
          "sources": [
            {
              "name": "秀动",
              "url": "https://www.showstart.com/event/311681"
            }
          ],
          "source_name": "秀动",
          "source_url": "https://www.showstart.com/event/311681",
          "sort_price": 38.0
        }
      ]
    },
    {
      "id": "papers",
      "title": "今日新论文",
      "summary": "本期收录arXiv于10月6日公告的三篇新论文，提交时间均为北京时间10月6日凌晨。以下解读基于摘要，研究结果未经独立复现。",
      "items": [
        {
          "id": "2610.06830",
          "category": "paper",
          "title": "MemPilot: Orchestrating On-Demand Multimodal Memory Curation for LLM Agents",
          "summary": "MemPilot把记忆整理推迟到问题到来后：代理可以沿用已有记忆，也可以按当前问题重新整理原始多模态历史。作者报告，这种按需选择在五组记忆评测中改善了性能与成本、延迟的权衡。这种做法可减少提前整理时丢失关键细节的风险，整个系统能否降本仍取决于具体任务。",
          "sources": [
            {
              "name": "arXiv作者预印本",
              "url": "https://arxiv.org/abs/2610.06830v1"
            }
          ],
          "published_at": "2026-10-06",
          "source_name": "arXiv作者预印本",
          "source_url": "https://arxiv.org/abs/2610.06830v1",
          "listing_date": "2026-10-06",
          "submission_time": "2026-10-05T17:58:06Z",
          "version": "v1",
          "freshness_basis": "submission_time_and_listing_date"
        },
        {
          "id": "2610.06829",
          "category": "paper",
          "title": "CLIFT: Conformal Self-Verification for Web Agent Training and Test-Time Scaling",
          "summary": "CLIFT在训练时借助外部裁判筛选自检问题，运行时复用这组问题判断网页操作轨迹，在重试结果之间选择，无需继续调用外部裁判。作者在网页代理评测中报告了收益。外部裁判的调用集中在训练阶段，运行时则复用已有的自检问题。",
          "sources": [
            {
              "name": "arXiv作者预印本",
              "url": "https://arxiv.org/abs/2610.06829v1"
            }
          ],
          "published_at": "2026-10-06",
          "source_name": "arXiv作者预印本",
          "source_url": "https://arxiv.org/abs/2610.06829v1",
          "listing_date": "2026-10-06",
          "submission_time": "2026-10-05T17:57:51Z",
          "version": "v1",
          "freshness_basis": "submission_time_and_listing_date"
        },
        {
          "id": "2610.06851",
          "category": "paper",
          "title": "Base Models Can Reason By Taking a Cue From Training Data",
          "summary": "这篇研究发现，固定基础模型回答开头的少量词元，可以在所测数学和编程任务中恢复部分强化学习带来的收益。作者通过干预训练数据，改变特定提示词与推理行为的关联。评测基础模型时，回答前缀也会影响结果；这种方法能否跨模型稳定复现，仍待检验。",
          "sources": [
            {
              "name": "arXiv作者预印本",
              "url": "https://arxiv.org/abs/2610.06851v1"
            }
          ],
          "published_at": "2026-10-06",
          "source_name": "arXiv作者预印本",
          "source_url": "https://arxiv.org/abs/2610.06851v1",
          "listing_date": "2026-10-06",
          "submission_time": "2026-10-05T17:59:52Z",
          "version": "v1",
          "freshness_basis": "submission_time_and_listing_date"
        }
      ]
    }
  ],
  "items": [
    {
      "id": "mofcom-eu-trade-defense-20261006",
      "category": "macro",
      "title": "商务部回应法德贸易防御主张，要求遵守世贸规则",
      "summary": "商务部10月6日晚回应有关法德要求欧盟强化贸易防御措施的报道，表示希望两国坚持开放合作和自由贸易，遵守世贸规则。这是一份针对媒体报道的官方立场说明，不能据此认定欧盟已经通过新措施。 判断中欧贸易成本是否改变，仍须看欧盟正式立法或具体贸易救济决定；非正式主张与已生效规则应分开。",
      "sources": [
        {
          "name": "商务部新闻办公室",
          "url": "https://www.mofcom.gov.cn/xwfb/xwfyrth/art/2026/art_6997d22d59cc4196a5bb3954828861ec.html"
        }
      ],
      "published_at": "2026-10-06T20:05:00+08:00",
      "source_name": "商务部新闻办公室",
      "source_url": "https://www.mofcom.gov.cn/xwfb/xwfyrth/art/2026/art_6997d22d59cc4196a5bb3954828861ec.html"
    },
    {
      "id": "fund-subscriptions-20261006",
      "category": "macro",
      "title": "20只基金计划节后首日开启认购，发行数量不等于资金流入",
      "summary": "中国证券报10月6日报道，20只基金计划在10月8日开启认购。文章同时指出，三季度新成立基金数量上升，合计募集份额却较二季度下降25.56%。节后发行安排说明产品供给，尚不能当作已经流入股市的资金。",
      "sources": [
        {
          "name": "新浪财经转载中国证券报",
          "url": "https://finance.sina.com.cn/stock/marketresearch/2026-10-06/doc-iniuhpzf5637841.shtml"
        }
      ],
      "published_at": "2026-10-06T15:29:00+08:00",
      "source_name": "新浪财经转载中国证券报",
      "source_url": "https://finance.sina.com.cn/stock/marketresearch/2026-10-06/doc-iniuhpzf5637841.shtml"
    },
    {
      "id": "us-trade-august-20261006",
      "category": "macro",
      "title": "美国8月贸易逆差扩大，进口增速高于出口",
      "summary": "美国经济分析局与人口普查局10月6日公布，8月货物和服务贸易逆差为1056亿美元，环比扩大13.7%；进口环比增长4.3%，出口增长1.4%。数据经过季节调整，未剔除价格变化。年初至8月累计逆差仍同比缩小19.9%，单月恶化不应替代累计口径。 进口增长快于出口解释了当月逆差扩大，但名义金额不能直接证明实际需求增长同样快。",
      "sources": [
        {
          "name": "美国经济分析局（BEA）及人口普查局",
          "url": "https://www.bea.gov/news/2026/us-international-trade-goods-and-services-august-2026"
        }
      ],
      "published_at": "2026-10-06T08:30:00-04:00",
      "source_name": "美国经济分析局（BEA）及人口普查局",
      "source_url": "https://www.bea.gov/news/2026/us-international-trade-goods-and-services-august-2026"
    },
    {
      "id": "wang-hao-spectator-boundary-oct6",
      "title": "王皓场外风波，战术争论不能替辱骂免责",
      "fact_description": "10月6日，WTT中国大满贯期间，王皓在北京首钢园赛场外遭部分观众持续喊话。都市快报橙柿互动10月7日凌晨转载大河报报道，记载他呼叫安保与警察，并在标题中提到拍照取证；妻子闫小雅随后发布现场视频，质疑观赛风气。争议从排兵布阵扩展到表达边界。报道引述律师讨论可能适用的处罚，但没有提供公安机关的处理决定，不能把“严重可拘留”写成已经拘留。喊话内容与是否扰乱秩序，也须分别判断。",
      "discussion": "快报确认的是现场冲突及家属回应。微博律师“娱乐法李振武”强调实际干扰程度应由警方结合证据认定；知乎“测不准的猫”则讽刺对粉丝影响的双重标准。后者是态度批评，不能证明教练曾纵容辱骂；两条发言不代表平台共识。",
      "near_model": {
        "name": "外部性与行为约束",
        "field": "制度经济学",
        "text": "球迷从表达立场获得满足，堵塞通行和打断工作却由他人承担。若违规识别概率提高，预期代价上升，过激表达的收益便会下降；现场取证对应识别环节。这能解释为何需约束具体行为，不能据此认定某位观众已经违法。"
      },
      "far_model": {
        "name": "信号检测与误报漏报",
        "field": "统计决策",
        "text": "安保要在正常批评与实际骚扰之间分类。只按音量或支持谁判断，会把批评误报为骚扰；只等肢体冲突，又可能漏掉持续围堵。连续录像与通行受阻记录比立场标签更有区分力，提醒近模型不要把所有表达都当作待惩罚成本。"
      },
      "boundary": "行为约束解释干预理由，信号检测要求降低错罚；两者都不能由片段视频判定责任，更不能推出战术安排正确。",
      "next_variables": "查看警方处理与完整录像。如果通行和工作未受影响，应收窄秩序判断；若同类辱骂因阵营不同而处理不同，则须检查执法一致性。",
      "category": "hotspot",
      "sources": [
        {
          "name": "都市快报橙柿互动官方网易号／来源大河报",
          "url": "https://c.m.163.com/news/a/L8JLL4AG051492LM.html"
        },
        {
          "name": "微博／娱乐法李振武",
          "url": "https://weibo.com/1676875747/RlrN53CqA?refer_flag=1001030103_"
        },
        {
          "name": "知乎／测不准的猫",
          "url": "https://www.zhihu.com/question/2090900901653209274/answer/2090940620026265766"
        }
      ]
    },
    {
      "id": "myanmar-evidence-documentary-oct5",
      "title": "缅北取证细节重现，物证比口头通报更重要",
      "fact_description": "10月5日晚，《缅北电诈覆灭纪实》首集播出。界面新闻当晚报道，中方调查2023年“10·20”枪击案时，在果敢找到三具遗体；缅方未当场同意移交，警方先提取生物检材，经交涉于次日将遗体带回，鉴定确认枪击致死。纳新回忆，此前对方一直通报没有中国人死亡。这里新增的是纪录片披露与随后讨论，案件和取证都发生在过去。三具遗体是此次取证所得，不能替代整起案件的伤亡总数；通报失实也不自动证明所有相关人员有共同动机。",
      "discussion": "界面报道说明了现场勘查如何纠正先前通报。微博“今日推荐官”把重点放在迎回同胞与追责；知乎“王一橙wyc”将困难归因于地方武装和金主勾连。前者表达愤怒，后者提出权力关系解释，其兵力数字未获本文核实，均非平台整体意见。",
      "near_model": {
        "name": "证据链与可追溯性",
        "field": "刑事证据方法",
        "text": "死亡通报、现场发现与法医鉴定承担不同证明任务。检材要能对应具体遗体，移交过程也须可追溯，后续鉴定才不会失去对象。这解释为何带回检材具有独立价值；报道没有展示全部封存和交接记录，不能直接宣称法庭证据链完整。"
      },
      "far_model": {
        "name": "故障隔离与异地冗余",
        "field": "可靠性工程",
        "text": "遗体留在战区，检材先行送出，相当于让部分信息脱离共同毁损环境。只有保存地点及运输风险足够分离，冗余才减少同时丢失的机会。这补充证据方法较少计算的存续风险；检材只能保留部分信息，不能视作遗体的完整备份。"
      },
      "boundary": "可追溯性关注证据可信，异地冗余关注证据能否存续；二者均不能仅凭纪录片判断各方动机或当前全部园区状况。",
      "next_variables": "后续若公开交接与检验记录，可检查样本对应关系；若检材与遗体始终承受同一风险，冗余解释便减弱。判断现实打击成效仍须另看新的执法资料。",
      "category": "hotspot",
      "sources": [
        {
          "name": "界面新闻／翟瑞民，依据公安部与总台纪录片",
          "url": "https://www.jiemian.com/article/15162411.html"
        },
        {
          "name": "微博／今日推荐官",
          "url": "https://weibo.com/1849742040/RlowVamJA?refer_flag=1001030103_"
        },
        {
          "name": "知乎／王一橙wyc",
          "url": "https://www.zhihu.com/question/2090761132268942635/answer/2090795862851166519"
        }
      ]
    },
    {
      "id": "showstart-311318",
      "title": "【JZ Club】Oleg Roschin Originals",
      "venue": "上海 JZ CLUB",
      "address": "上海市徐汇区衡山路八号水塔广场",
      "start_at": "2026-10-07T19:00:00+08:00",
      "city": "上海",
      "category": "event",
      "date": "2026-10-07",
      "end_at": "2026-10-07T21:00:00+08:00",
      "doors_at": null,
      "time": "19:00–21:00",
      "price": "168元（S区单人票）",
      "why": "钢琴原创爵士现场；18:30入场，S区单人票不保证座位，先到先得。",
      "restrictions": "S区单人票不保证座位；19:00停止线上售票；不得自带酒水饮料；秀动活动详情页购票；实时余票与出票以售票页为准；票品售出概不退换，因不可抗力导致取消或延期除外。",
      "refund": "票品售出概不退换，因不可抗力导致取消或延期除外。",
      "booking": "秀动活动详情页购票；实时余票与出票以售票页为准",
      "sources": [
        {
          "name": "秀动",
          "url": "https://www.showstart.com/event/311318"
        }
      ],
      "source_name": "秀动",
      "source_url": "https://www.showstart.com/event/311318",
      "sort_price": 168.0
    },
    {
      "id": "showstart-311958",
      "title": "安沐凡个人演唱会",
      "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",
      "start_at": "2026-10-07T19:30:00+08:00",
      "city": "上海",
      "category": "event",
      "date": "2026-10-07",
      "end_at": "2026-10-07T21:00:00+08:00",
      "doors_at": null,
      "time": "19:30–21:00",
      "price": "120元（普通票）",
      "why": "流行个人专场；普通票120元，98元学生票不是无条件起价。",
      "restrictions": "秀动活动详情页购票；实时余票与出票以售票页为准；票品售出概不退换，因不可抗力导致取消或延期除外。",
      "refund": "票品售出概不退换，因不可抗力导致取消或延期除外。",
      "booking": "秀动活动详情页购票；实时余票与出票以售票页为准",
      "sources": [
        {
          "name": "秀动",
          "url": "https://www.showstart.com/event/311958"
        }
      ],
      "source_name": "秀动",
      "source_url": "https://www.showstart.com/event/311958",
      "sort_price": 120.0
    },
    {
      "id": "showstart-310292",
      "title": "绯色地平线《赛末点》十周年巡演上海站",
      "venue": "ENCORE意空间见",
      "address": "上海市徐汇区虹梅路街道漕宝路193-1号鑫耀光环Live二期三层S5-L3-G01a",
      "start_at": "2026-10-07T20:00:00+08:00",
      "city": "上海",
      "category": "event",
      "date": "2026-10-07",
      "end_at": "2026-10-07T22:00:00+08:00",
      "doors_at": null,
      "time": "20:00–22:00",
      "price": "128元（普通票）",
      "why": "十周年巡演上海站；19:00开始入场，VIP优先。",
      "restrictions": "秀动活动详情页购票；实时余票与出票以售票页为准；票品售出概不退换，因不可抗力导致取消或延期除外。",
      "refund": "票品售出概不退换，因不可抗力导致取消或延期除外。",
      "booking": "秀动活动详情页购票；实时余票与出票以售票页为准",
      "sources": [
        {
          "name": "秀动",
          "url": "https://www.showstart.com/event/310292"
        }
      ],
      "source_name": "秀动",
      "source_url": "https://www.showstart.com/event/310292",
      "sort_price": 128.0
    },
    {
      "id": "showstart-309379",
      "title": "【声厂呈现】德国电子乐队Brandt Brauer Frick巡演·上海站",
      "venue": "REACTOR 反应堆",
      "address": "上海市长宁区种德桥路海粟文化广场D栋",
      "start_at": "2026-10-07T20:00:00+08:00",
      "city": "上海",
      "category": "event",
      "date": "2026-10-07",
      "end_at": "2026-10-07T21:30:00+08:00",
      "doors_at": null,
      "time": "20:00–21:30",
      "price": "228元（现场票）",
      "why": "用真实器乐演奏电子节拍的一晚；188元预售及360元双人票已过销售期。",
      "restrictions": "秀动活动详情页购票；实时余票与出票以售票页为准；票品售出概不退换，因不可抗力导致取消或延期除外。",
      "refund": "票品售出概不退换，因不可抗力导致取消或延期除外。",
      "booking": "秀动活动详情页购票；实时余票与出票以售票页为准",
      "sources": [
        {
          "name": "秀动",
          "url": "https://www.showstart.com/event/309379"
        }
      ],
      "source_name": "秀动",
      "source_url": "https://www.showstart.com/event/309379",
      "sort_price": 228.0
    },
    {
      "id": "yuanmingyuan",
      "title": "再现圆明园——国宝百年归藏特展",
      "venue": "浙江省博物馆之江馆区 一楼临展厅A",
      "address": "杭州之江文化中心；地铁6号线之江文化中心站／枫桦西路站",
      "start_at": "2026-10-07T09:00:00+08:00",
      "city": "杭州",
      "category": "event",
      "date": "2026-10-07",
      "end_at": "2026-10-07T20:00:00+08:00",
      "doors_at": null,
      "time": "09:00–20:00（馆区19:30停止入馆）",
      "price": "免费",
      "why": "看圆明园回流文物；展期至10月18日。 优待免预约范围：6周岁以下儿童、70周岁以上老人、30年以上教龄教师、离休老干部、军人（含退役军人）、残障人士、烈士家属、国家无偿献血奖获得者（凭本人无偿献血荣誉证书）、浙江省人才码持有者及国家规定的其他需免票人员。须持本人身份证原件及相关有效证件原件，经现场核验后排队参观。幼童、高龄老人、行动不便者须由成年人全程陪同看护。",
      "restrictions": "10月8日闭馆；幼童、高龄老人、行动不便者须由成年人全程陪同看护。预约观众凭本人身份证原件或预约二维码核销，一次有效，出场后不可重复进入；普通观众须提前在“云上浙博”小程序分时预约，展厅不开放现场预约；符合优待政策者凭本人身份证及相关有效证件原件现场核验后，可免预约、排队参观；免费展览，无购票退改事项。",
      "refund": "免费展览，无购票退改事项。",
      "booking": "普通观众须提前在“云上浙博”小程序分时预约，展厅不开放现场预约；符合优待政策者凭本人身份证及相关有效证件原件现场核验后，可免预约、排队参观",
      "sources": [
        {
          "name": "浙江省博物馆",
          "url": "https://www.zjmuseum.com.cn/cn/#/Exhibition/TemporaryExhibition/46502"
        },
        {
          "name": "浙江省博物馆·中秋国庆开馆公告",
          "url": "https://www.zjmuseum.com.cn/cn/#/Survey/Rules/Notice/46554"
        },
        {
          "name": "浙江省博物馆·参观指南",
          "url": "https://www.zjmuseum.com.cn/cn/#/Service/TourGuide"
        },
        {
          "name": "杭州网",
          "url": "https://ori.hangzhou.com.cn/ornews/content/2026-07/31/content_9269005.htm"
        },
        {
          "name": "杭州网·杭州发布预约通知",
          "url": "https://hznews.hangzhou.com.cn/wenti/content/2026-08/05/content_9272763.htm"
        }
      ],
      "source_name": "浙江省博物馆",
      "source_url": "https://www.zjmuseum.com.cn/cn/#/Exhibition/TemporaryExhibition/46502",
      "sort_price": 0.0
    },
    {
      "id": "taipingnian",
      "title": "太平年·天下同宁——吴越国与中华文明的传承",
      "venue": "浙江省博物馆之江馆区 二层临展C、B厅",
      "address": "杭州之江文化中心；地铁6号线之江文化中心站／枫桦西路站",
      "start_at": "2026-10-07T09:00:00+08:00",
      "city": "杭州",
      "category": "event",
      "date": "2026-10-07",
      "end_at": "2026-10-07T20:00:00+08:00",
      "doors_at": null,
      "time": "09:00–20:00（馆区19:30停止入馆）",
      "price": "首期全价票88元（官方展讯标价，未验证当前优惠）；49元早鸟已于7月27日结束",
      "why": "历史文物与影视叙事双线展览；首期文物展至11月1日。",
      "restrictions": "10月8日闭馆；今日时间按9月21日国庆公告，不沿用8月暑期公告；需购票，无需预约。通过馆方列出的携程、猫眼、大麦、抖音或浙里票务搜索展名；余票以售票页为准；收费展退改条款请在购票前确认。",
      "refund": "收费展退改条款请在购票前确认",
      "booking": "需购票，无需预约。通过馆方列出的携程、猫眼、大麦、抖音或浙里票务搜索展名；余票以售票页为准。",
      "sources": [
        {
          "name": "浙江省博物馆",
          "url": "https://www.zjmuseum.com.cn/cn/#/Exhibition/TemporaryExhibition/46495"
        },
        {
          "name": "浙江省博物馆·中秋国庆开馆公告",
          "url": "https://www.zjmuseum.com.cn/cn/#/Survey/Rules/Notice/46554"
        },
        {
          "name": "浙江省博物馆·参观指南",
          "url": "https://www.zjmuseum.com.cn/cn/#/Service/TourGuide"
        }
      ],
      "source_name": "浙江省博物馆",
      "source_url": "https://www.zjmuseum.com.cn/cn/#/Exhibition/TemporaryExhibition/46495",
      "sort_price": 0.0
    },
    {
      "id": "showstart-311681",
      "title": "《贝多芬G大调奏鸣曲》古典流行钢琴音乐会",
      "venue": "浙江省文化馆小剧场",
      "address": "杭州市拱墅区武林路77号小剧场",
      "start_at": "2026-10-07T19:30:00+08:00",
      "city": "杭州",
      "category": "event",
      "date": "2026-10-07",
      "end_at": "2026-10-07T21:00:00+08:00",
      "doors_at": null,
      "time": "19:30–21:00",
      "price": "38元",
      "why": "武林路小剧场钢琴独奏，曲目跨古典与流行；具体曲目及顺序以现场为准。",
      "restrictions": "秀动活动详情页购票；实时余票与出票以售票页为准；票品售出概不退换，因不可抗力导致取消或延期除外。",
      "refund": "票品售出概不退换，因不可抗力导致取消或延期除外。",
      "booking": "秀动活动详情页购票；实时余票与出票以售票页为准",
      "sources": [
        {
          "name": "秀动",
          "url": "https://www.showstart.com/event/311681"
        }
      ],
      "source_name": "秀动",
      "source_url": "https://www.showstart.com/event/311681",
      "sort_price": 38.0
    },
    {
      "id": "2610.06830",
      "category": "paper",
      "title": "MemPilot: Orchestrating On-Demand Multimodal Memory Curation for LLM Agents",
      "summary": "MemPilot把记忆整理推迟到问题到来后：代理可以沿用已有记忆，也可以按当前问题重新整理原始多模态历史。作者报告，这种按需选择在五组记忆评测中改善了性能与成本、延迟的权衡。这种做法可减少提前整理时丢失关键细节的风险，整个系统能否降本仍取决于具体任务。",
      "sources": [
        {
          "name": "arXiv作者预印本",
          "url": "https://arxiv.org/abs/2610.06830v1"
        }
      ],
      "published_at": "2026-10-06",
      "source_name": "arXiv作者预印本",
      "source_url": "https://arxiv.org/abs/2610.06830v1",
      "listing_date": "2026-10-06",
      "submission_time": "2026-10-05T17:58:06Z",
      "version": "v1",
      "freshness_basis": "submission_time_and_listing_date"
    },
    {
      "id": "2610.06829",
      "category": "paper",
      "title": "CLIFT: Conformal Self-Verification for Web Agent Training and Test-Time Scaling",
      "summary": "CLIFT在训练时借助外部裁判筛选自检问题，运行时复用这组问题判断网页操作轨迹，在重试结果之间选择，无需继续调用外部裁判。作者在网页代理评测中报告了收益。外部裁判的调用集中在训练阶段，运行时则复用已有的自检问题。",
      "sources": [
        {
          "name": "arXiv作者预印本",
          "url": "https://arxiv.org/abs/2610.06829v1"
        }
      ],
      "published_at": "2026-10-06",
      "source_name": "arXiv作者预印本",
      "source_url": "https://arxiv.org/abs/2610.06829v1",
      "listing_date": "2026-10-06",
      "submission_time": "2026-10-05T17:57:51Z",
      "version": "v1",
      "freshness_basis": "submission_time_and_listing_date"
    },
    {
      "id": "2610.06851",
      "category": "paper",
      "title": "Base Models Can Reason By Taking a Cue From Training Data",
      "summary": "这篇研究发现，固定基础模型回答开头的少量词元，可以在所测数学和编程任务中恢复部分强化学习带来的收益。作者通过干预训练数据，改变特定提示词与推理行为的关联。评测基础模型时，回答前缀也会影响结果；这种方法能否跨模型稳定复现，仍待检验。",
      "sources": [
        {
          "name": "arXiv作者预印本",
          "url": "https://arxiv.org/abs/2610.06851v1"
        }
      ],
      "published_at": "2026-10-06",
      "source_name": "arXiv作者预印本",
      "source_url": "https://arxiv.org/abs/2610.06851v1",
      "listing_date": "2026-10-06",
      "submission_time": "2026-10-05T17:59:52Z",
      "version": "v1",
      "freshness_basis": "submission_time_and_listing_date"
    }
  ],
  "local_life": {
    "shanghai": [
      {
        "id": "showstart-311318",
        "title": "【JZ Club】Oleg Roschin Originals",
        "venue": "上海 JZ CLUB",
        "address": "上海市徐汇区衡山路八号水塔广场",
        "start_at": "2026-10-07T19:00:00+08:00",
        "city": "上海",
        "category": "event",
        "date": "2026-10-07",
        "end_at": "2026-10-07T21:00:00+08:00",
        "doors_at": null,
        "time": "19:00–21:00",
        "price": "168元（S区单人票）",
        "why": "钢琴原创爵士现场；18:30入场，S区单人票不保证座位，先到先得。",
        "restrictions": "S区单人票不保证座位；19:00停止线上售票；不得自带酒水饮料；秀动活动详情页购票；实时余票与出票以售票页为准；票品售出概不退换，因不可抗力导致取消或延期除外。",
        "refund": "票品售出概不退换，因不可抗力导致取消或延期除外。",
        "booking": "秀动活动详情页购票；实时余票与出票以售票页为准",
        "sources": [
          {
            "name": "秀动",
            "url": "https://www.showstart.com/event/311318"
          }
        ],
        "source_name": "秀动",
        "source_url": "https://www.showstart.com/event/311318",
        "sort_price": 168.0
      },
      {
        "id": "showstart-311958",
        "title": "安沐凡个人演唱会",
        "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",
        "start_at": "2026-10-07T19:30:00+08:00",
        "city": "上海",
        "category": "event",
        "date": "2026-10-07",
        "end_at": "2026-10-07T21:00:00+08:00",
        "doors_at": null,
        "time": "19:30–21:00",
        "price": "120元（普通票）",
        "why": "流行个人专场；普通票120元，98元学生票不是无条件起价。",
        "restrictions": "秀动活动详情页购票；实时余票与出票以售票页为准；票品售出概不退换，因不可抗力导致取消或延期除外。",
        "refund": "票品售出概不退换，因不可抗力导致取消或延期除外。",
        "booking": "秀动活动详情页购票；实时余票与出票以售票页为准",
        "sources": [
          {
            "name": "秀动",
            "url": "https://www.showstart.com/event/311958"
          }
        ],
        "source_name": "秀动",
        "source_url": "https://www.showstart.com/event/311958",
        "sort_price": 120.0
      },
      {
        "id": "showstart-310292",
        "title": "绯色地平线《赛末点》十周年巡演上海站",
        "venue": "ENCORE意空间见",
        "address": "上海市徐汇区虹梅路街道漕宝路193-1号鑫耀光环Live二期三层S5-L3-G01a",
        "start_at": "2026-10-07T20:00:00+08:00",
        "city": "上海",
        "category": "event",
        "date": "2026-10-07",
        "end_at": "2026-10-07T22:00:00+08:00",
        "doors_at": null,
        "time": "20:00–22:00",
        "price": "128元（普通票）",
        "why": "十周年巡演上海站；19:00开始入场，VIP优先。",
        "restrictions": "秀动活动详情页购票；实时余票与出票以售票页为准；票品售出概不退换，因不可抗力导致取消或延期除外。",
        "refund": "票品售出概不退换，因不可抗力导致取消或延期除外。",
        "booking": "秀动活动详情页购票；实时余票与出票以售票页为准",
        "sources": [
          {
            "name": "秀动",
            "url": "https://www.showstart.com/event/310292"
          }
        ],
        "source_name": "秀动",
        "source_url": "https://www.showstart.com/event/310292",
        "sort_price": 128.0
      },
      {
        "id": "showstart-309379",
        "title": "【声厂呈现】德国电子乐队Brandt Brauer Frick巡演·上海站",
        "venue": "REACTOR 反应堆",
        "address": "上海市长宁区种德桥路海粟文化广场D栋",
        "start_at": "2026-10-07T20:00:00+08:00",
        "city": "上海",
        "category": "event",
        "date": "2026-10-07",
        "end_at": "2026-10-07T21:30:00+08:00",
        "doors_at": null,
        "time": "20:00–21:30",
        "price": "228元（现场票）",
        "why": "用真实器乐演奏电子节拍的一晚；188元预售及360元双人票已过销售期。",
        "restrictions": "秀动活动详情页购票；实时余票与出票以售票页为准；票品售出概不退换，因不可抗力导致取消或延期除外。",
        "refund": "票品售出概不退换，因不可抗力导致取消或延期除外。",
        "booking": "秀动活动详情页购票；实时余票与出票以售票页为准",
        "sources": [
          {
            "name": "秀动",
            "url": "https://www.showstart.com/event/309379"
          }
        ],
        "source_name": "秀动",
        "source_url": "https://www.showstart.com/event/309379",
        "sort_price": 228.0
      }
    ],
    "hangzhou": [
      {
        "id": "yuanmingyuan",
        "title": "再现圆明园——国宝百年归藏特展",
        "venue": "浙江省博物馆之江馆区 一楼临展厅A",
        "address": "杭州之江文化中心；地铁6号线之江文化中心站／枫桦西路站",
        "start_at": "2026-10-07T09:00:00+08:00",
        "city": "杭州",
        "category": "event",
        "date": "2026-10-07",
        "end_at": "2026-10-07T20:00:00+08:00",
        "doors_at": null,
        "time": "09:00–20:00（馆区19:30停止入馆）",
        "price": "免费",
        "why": "看圆明园回流文物；展期至10月18日。 优待免预约范围：6周岁以下儿童、70周岁以上老人、30年以上教龄教师、离休老干部、军人（含退役军人）、残障人士、烈士家属、国家无偿献血奖获得者（凭本人无偿献血荣誉证书）、浙江省人才码持有者及国家规定的其他需免票人员。须持本人身份证原件及相关有效证件原件，经现场核验后排队参观。幼童、高龄老人、行动不便者须由成年人全程陪同看护。",
        "restrictions": "10月8日闭馆；幼童、高龄老人、行动不便者须由成年人全程陪同看护。预约观众凭本人身份证原件或预约二维码核销，一次有效，出场后不可重复进入；普通观众须提前在“云上浙博”小程序分时预约，展厅不开放现场预约；符合优待政策者凭本人身份证及相关有效证件原件现场核验后，可免预约、排队参观；免费展览，无购票退改事项。",
        "refund": "免费展览，无购票退改事项。",
        "booking": "普通观众须提前在“云上浙博”小程序分时预约，展厅不开放现场预约；符合优待政策者凭本人身份证及相关有效证件原件现场核验后，可免预约、排队参观",
        "sources": [
          {
            "name": "浙江省博物馆",
            "url": "https://www.zjmuseum.com.cn/cn/#/Exhibition/TemporaryExhibition/46502"
          },
          {
            "name": "浙江省博物馆·中秋国庆开馆公告",
            "url": "https://www.zjmuseum.com.cn/cn/#/Survey/Rules/Notice/46554"
          },
          {
            "name": "浙江省博物馆·参观指南",
            "url": "https://www.zjmuseum.com.cn/cn/#/Service/TourGuide"
          },
          {
            "name": "杭州网",
            "url": "https://ori.hangzhou.com.cn/ornews/content/2026-07/31/content_9269005.htm"
          },
          {
            "name": "杭州网·杭州发布预约通知",
            "url": "https://hznews.hangzhou.com.cn/wenti/content/2026-08/05/content_9272763.htm"
          }
        ],
        "source_name": "浙江省博物馆",
        "source_url": "https://www.zjmuseum.com.cn/cn/#/Exhibition/TemporaryExhibition/46502",
        "sort_price": 0.0
      },
      {
        "id": "taipingnian",
        "title": "太平年·天下同宁——吴越国与中华文明的传承",
        "venue": "浙江省博物馆之江馆区 二层临展C、B厅",
        "address": "杭州之江文化中心；地铁6号线之江文化中心站／枫桦西路站",
        "start_at": "2026-10-07T09:00:00+08:00",
        "city": "杭州",
        "category": "event",
        "date": "2026-10-07",
        "end_at": "2026-10-07T20:00:00+08:00",
        "doors_at": null,
        "time": "09:00–20:00（馆区19:30停止入馆）",
        "price": "首期全价票88元（官方展讯标价，未验证当前优惠）；49元早鸟已于7月27日结束",
        "why": "历史文物与影视叙事双线展览；首期文物展至11月1日。",
        "restrictions": "10月8日闭馆；今日时间按9月21日国庆公告，不沿用8月暑期公告；需购票，无需预约。通过馆方列出的携程、猫眼、大麦、抖音或浙里票务搜索展名；余票以售票页为准；收费展退改条款请在购票前确认。",
        "refund": "收费展退改条款请在购票前确认",
        "booking": "需购票，无需预约。通过馆方列出的携程、猫眼、大麦、抖音或浙里票务搜索展名；余票以售票页为准。",
        "sources": [
          {
            "name": "浙江省博物馆",
            "url": "https://www.zjmuseum.com.cn/cn/#/Exhibition/TemporaryExhibition/46495"
          },
          {
            "name": "浙江省博物馆·中秋国庆开馆公告",
            "url": "https://www.zjmuseum.com.cn/cn/#/Survey/Rules/Notice/46554"
          },
          {
            "name": "浙江省博物馆·参观指南",
            "url": "https://www.zjmuseum.com.cn/cn/#/Service/TourGuide"
          }
        ],
        "source_name": "浙江省博物馆",
        "source_url": "https://www.zjmuseum.com.cn/cn/#/Exhibition/TemporaryExhibition/46495",
        "sort_price": 0.0
      },
      {
        "id": "showstart-311681",
        "title": "《贝多芬G大调奏鸣曲》古典流行钢琴音乐会",
        "venue": "浙江省文化馆小剧场",
        "address": "杭州市拱墅区武林路77号小剧场",
        "start_at": "2026-10-07T19:30:00+08:00",
        "city": "杭州",
        "category": "event",
        "date": "2026-10-07",
        "end_at": "2026-10-07T21:00:00+08:00",
        "doors_at": null,
        "time": "19:30–21:00",
        "price": "38元",
        "why": "武林路小剧场钢琴独奏，曲目跨古典与流行；具体曲目及顺序以现场为准。",
        "restrictions": "秀动活动详情页购票；实时余票与出票以售票页为准；票品售出概不退换，因不可抗力导致取消或延期除外。",
        "refund": "票品售出概不退换，因不可抗力导致取消或延期除外。",
        "booking": "秀动活动详情页购票；实时余票与出票以售票页为准",
        "sources": [
          {
            "name": "秀动",
            "url": "https://www.showstart.com/event/311681"
          }
        ],
        "source_name": "秀动",
        "source_url": "https://www.showstart.com/event/311681",
        "sort_price": 38.0
      }
    ]
  },
  "papers": [
    {
      "id": "2610.06830",
      "category": "paper",
      "title": "MemPilot: Orchestrating On-Demand Multimodal Memory Curation for LLM Agents",
      "summary": "MemPilot把记忆整理推迟到问题到来后：代理可以沿用已有记忆，也可以按当前问题重新整理原始多模态历史。作者报告，这种按需选择在五组记忆评测中改善了性能与成本、延迟的权衡。这种做法可减少提前整理时丢失关键细节的风险，整个系统能否降本仍取决于具体任务。",
      "sources": [
        {
          "name": "arXiv作者预印本",
          "url": "https://arxiv.org/abs/2610.06830v1"
        }
      ],
      "published_at": "2026-10-06",
      "source_name": "arXiv作者预印本",
      "source_url": "https://arxiv.org/abs/2610.06830v1",
      "listing_date": "2026-10-06",
      "submission_time": "2026-10-05T17:58:06Z",
      "version": "v1",
      "freshness_basis": "submission_time_and_listing_date"
    },
    {
      "id": "2610.06829",
      "category": "paper",
      "title": "CLIFT: Conformal Self-Verification for Web Agent Training and Test-Time Scaling",
      "summary": "CLIFT在训练时借助外部裁判筛选自检问题，运行时复用这组问题判断网页操作轨迹，在重试结果之间选择，无需继续调用外部裁判。作者在网页代理评测中报告了收益。外部裁判的调用集中在训练阶段，运行时则复用已有的自检问题。",
      "sources": [
        {
          "name": "arXiv作者预印本",
          "url": "https://arxiv.org/abs/2610.06829v1"
        }
      ],
      "published_at": "2026-10-06",
      "source_name": "arXiv作者预印本",
      "source_url": "https://arxiv.org/abs/2610.06829v1",
      "listing_date": "2026-10-06",
      "submission_time": "2026-10-05T17:57:51Z",
      "version": "v1",
      "freshness_basis": "submission_time_and_listing_date"
    },
    {
      "id": "2610.06851",
      "category": "paper",
      "title": "Base Models Can Reason By Taking a Cue From Training Data",
      "summary": "这篇研究发现，固定基础模型回答开头的少量词元，可以在所测数学和编程任务中恢复部分强化学习带来的收益。作者通过干预训练数据，改变特定提示词与推理行为的关联。评测基础模型时，回答前缀也会影响结果；这种方法能否跨模型稳定复现，仍待检验。",
      "sources": [
        {
          "name": "arXiv作者预印本",
          "url": "https://arxiv.org/abs/2610.06851v1"
        }
      ],
      "published_at": "2026-10-06",
      "source_name": "arXiv作者预印本",
      "source_url": "https://arxiv.org/abs/2610.06851v1",
      "listing_date": "2026-10-06",
      "submission_time": "2026-10-05T17:59:52Z",
      "version": "v1",
      "freshness_basis": "submission_time_and_listing_date"
    }
  ],
  "local_life_preview": "上海4场、杭州3项。圆明园特展免费，普通观众须预约，优待人群可凭证免预约；太平年特展需购票。演出票档与退换限制见表。",
  "sources": [
    {
      "name": "商务部新闻办公室",
      "url": "https://www.mofcom.gov.cn/xwfb/xwfyrth/art/2026/art_6997d22d59cc4196a5bb3954828861ec.html"
    },
    {
      "name": "新浪财经转载中国证券报",
      "url": "https://finance.sina.com.cn/stock/marketresearch/2026-10-06/doc-iniuhpzf5637841.shtml"
    },
    {
      "name": "美国经济分析局（BEA）及人口普查局",
      "url": "https://www.bea.gov/news/2026/us-international-trade-goods-and-services-august-2026"
    },
    {
      "name": "都市快报橙柿互动官方网易号／来源大河报",
      "url": "https://c.m.163.com/news/a/L8JLL4AG051492LM.html"
    },
    {
      "name": "微博／娱乐法李振武",
      "url": "https://weibo.com/1676875747/RlrN53CqA?refer_flag=1001030103_"
    },
    {
      "name": "知乎／测不准的猫",
      "url": "https://www.zhihu.com/question/2090900901653209274/answer/2090940620026265766"
    },
    {
      "name": "界面新闻／翟瑞民，依据公安部与总台纪录片",
      "url": "https://www.jiemian.com/article/15162411.html"
    },
    {
      "name": "微博／今日推荐官",
      "url": "https://weibo.com/1849742040/RlowVamJA?refer_flag=1001030103_"
    },
    {
      "name": "知乎／王一橙wyc",
      "url": "https://www.zhihu.com/question/2090761132268942635/answer/2090795862851166519"
    },
    {
      "name": "秀动",
      "url": "https://www.showstart.com/event/311318"
    },
    {
      "name": "秀动",
      "url": "https://www.showstart.com/event/311958"
    },
    {
      "name": "秀动",
      "url": "https://www.showstart.com/event/310292"
    },
    {
      "name": "秀动",
      "url": "https://www.showstart.com/event/309379"
    },
    {
      "name": "浙江省博物馆",
      "url": "https://www.zjmuseum.com.cn/cn/#/Exhibition/TemporaryExhibition/46502"
    },
    {
      "name": "浙江省博物馆·中秋国庆开馆公告",
      "url": "https://www.zjmuseum.com.cn/cn/#/Survey/Rules/Notice/46554"
    },
    {
      "name": "浙江省博物馆·参观指南",
      "url": "https://www.zjmuseum.com.cn/cn/#/Service/TourGuide"
    },
    {
      "name": "杭州网",
      "url": "https://ori.hangzhou.com.cn/ornews/content/2026-07/31/content_9269005.htm"
    },
    {
      "name": "杭州网·杭州发布预约通知",
      "url": "https://hznews.hangzhou.com.cn/wenti/content/2026-08/05/content_9272763.htm"
    },
    {
      "name": "浙江省博物馆",
      "url": "https://www.zjmuseum.com.cn/cn/#/Exhibition/TemporaryExhibition/46495"
    },
    {
      "name": "秀动",
      "url": "https://www.showstart.com/event/311681"
    },
    {
      "name": "arXiv作者预印本",
      "url": "https://arxiv.org/abs/2610.06830v1"
    },
    {
      "name": "arXiv作者预印本",
      "url": "https://arxiv.org/abs/2610.06829v1"
    },
    {
      "name": "arXiv作者预印本",
      "url": "https://arxiv.org/abs/2610.06851v1"
    }
  ]
}