{
  "date": "2026-06-13",
  "title": "早报｜责任边界、校园安全与周六城市活动",
  "url": "https://daily.yisiliu.io/20260613/",
  "summary": "今天的主线是边界：宏观上资金从存款、产业政策和机器人服务业重新定价；中文讨论集中在道路责任与校园偷拍治理；本地生活只覆盖 6 月 13 日当天，沪杭都有明确可去的演出、电影节、市集和展览；AI 新论文聚焦动态环境中的 Agent 记忆、类比推理和机器人操作。",
  "generated_at": "2026-06-13T08:00:35+08:00",
  "sections": [
    {"id":"judgment","title":"今日判断","summary":"边界问题是今天的共同主题：交通责任、校园治理、居民资金流向与 Agent 在变化环境里的记忆更新。"},
    {"id":"macro","title":"宏观 / 金融 / 政策","summary":"居民存款连续两月减少，战略科技力量协同攻关与机器人服务业是今天的国内政策和产业信号。"},
    {"id":"hotspots","title":"中文互联网热点 / 讨论场","summary":"独库公路撞羊责任与高校偷拍处分，都是公共系统如何分配责任与信任的案例。"},
    {"id":"local-life","title":"上海 & 杭州今天可以做什么","summary":"6 月 13 日当天活动表；上海更密集，杭州适合晚间演出与国美毕业展。"},
    {"id":"ai","title":"AI / 科研 / 开发者工具","summary":"今日新论文偏 Agent 动态评测、类比推理强化微调、机器人通用策略。"}
  ],
  "items": [
    {"title":"居民存款两个月合计减少超 2 万亿元","summary":"央行 5 月金融数据引发对居民存款迁移、理财和消费修复的讨论。","why_it_matters":"如果低风险资金开始重新配置，银行负债端、理财收益率和权益风险偏好都会被重新定价。","source_name":"东方财富快讯","source_url":"https://finance.eastmoney.com/a/czqyw.html","tags":["宏观","金融"]},
    {"title":"独库公路隧道撞羊责任争议","summary":"司机在隧道撞到羊后被判全责，引发道路管理、牧民责任、司机注意义务的边界讨论。","why_it_matters":"它把旅游公路、畜牧活动和交通法的责任分配推到同一张桌上。","source_name":"知乎热榜","source_url":"https://www.zhihu.com/question/2047784073440006","tags":["中文互联网","公共议题"]},
    {"title":"西北工业大学图书馆女厕偷拍处分争议","summary":"校方对涉事男学生留校察看，引发对校园安全、处分尺度和受害者保护的讨论。","why_it_matters":"它检验高校内部治理是否能让学生相信公共空间的安全承诺。","source_name":"知乎热榜","source_url":"https://www.zhihu.com/search?q=%E8%A5%BF%E5%8C%97%E5%B7%A5%E4%B8%9A%E5%A4%A7%E5%AD%A6%20%E5%9B%BE%E4%B9%A6%E9%A6%86%20%E5%81%B7%E6%8B%8D","tags":["中文互联网","校园治理"]}
  ],
  "sources": [
    {"name":"东方财富快讯","url":"https://finance.eastmoney.com/a/czqyw.html"},
    {"name":"知乎：独库公路隧道撞羊责任讨论","url":"https://www.zhihu.com/question/2047784073440006"},
    {"name":"微博搜索：独库公路 撞羊","url":"https://s.weibo.com/weibo?q=%E7%8B%AC%E5%BA%93%E5%85%AC%E8%B7%AF%20%E6%92%9E%E7%BE%8A"},
    {"name":"知乎：西北工业大学偷拍处分讨论","url":"https://www.zhihu.com/search?q=%E8%A5%BF%E5%8C%97%E5%B7%A5%E4%B8%9A%E5%A4%A7%E5%AD%A6%20%E5%9B%BE%E4%B9%A6%E9%A6%86%20%E5%81%B7%E6%8B%8D"},
    {"name":"arXiv recent AI/ML","url":"https://arxiv.org/list/cs.AI/recent"},
    {"name":"大麦 上海/杭州活动","url":"https://search.damai.cn/"},
    {"name":"秀动 上海/杭州活动","url":"https://www.showstart.com/event/list"}
  ],
  "local_life": {
    "shanghai": [
      {"time":"10:00","title":"第三空间高清放映 音乐剧《近乎正常》","venue":"TRI第三空间","category":"剧场放映","price":"120 元","why":"适合想用上午看一部成熟音乐剧影像的人。","source_name":"大麦","source_url":"https://detail.damai.cn/item.htm?id=1055952160933"},
      {"time":"14:00","title":"多瑙河之约·钢琴与小提琴二重奏音乐会","venue":"凯迪拉克·上海音乐厅-音乐立方","category":"音乐会","price":"80 元起","why":"下午轻量古典选择，价格友好。","source_name":"大麦","source_url":"https://detail.damai.cn/item.htm?id=1047525701251"},
      {"time":"19:00","title":"韩庚 2026「世界的角落」巡回演唱会","venue":"浦发银行东方体育中心","category":"演唱会","price":"380 元起","why":"大场馆流行演唱会，适合想要强现场感。","source_name":"大麦","source_url":"https://detail.damai.cn/item.htm?id=1030936461094"},
      {"time":"19:30","title":"Jason Leong 英文单口喜剧专场","venue":"SpicyComedy 滨港商业中心店","category":"喜剧","price":"238 元起","why":"英文脱口秀，适合想换一种周六夜场的人。","source_name":"秀动","source_url":"https://www.showstart.com/event/297168"},
      {"time":"20:00","title":"OuttaWave 2026「南下 南下」上海站","venue":"瓦肆 VAS ear 普陀沪西店","category":"livehouse","price":"158 元起","why":"夜间乐队现场，适合下班后直奔现场。","source_name":"秀动","source_url":"https://www.showstart.com/event/298463"},
      {"time":"6.12-6.21","title":"第 28 届上海国际电影节展映","venue":"全市展映影院","category":"电影节","price":"按场次购票","why":"影迷今天最值得优先看的城市事件。","source_name":"小红书口碑线索 / 电影节活动页","source_url":"https://www.siff.com/"}
    ],
    "hangzhou": [
      {"time":"19:00","title":"陈洁仪 ATRIUM(心房) 巡回演唱会杭州站","venue":"乐动力钱塘体育中心篮球赛馆","category":"演唱会","price":"380 元起","why":"今天杭州最大体量流行演出之一。","source_name":"大麦","source_url":"https://detail.damai.cn/item.htm?id=1039789568590"},
      {"time":"19:30","title":"杭州爱乐乐团 2025-2026 音乐季：龙腾虎跃","venue":"杭州大剧院音乐厅","category":"音乐会","price":"80 元起","why":"适合想要正式音乐厅体验的人。","source_name":"大麦","source_url":"https://detail.damai.cn/item.htm?id=1053279354176"},
      {"time":"19:30","title":"荒诞戏剧《莫比乌斯环》","venue":"杭州金沙湖大剧院 半场·演艺新空间","category":"戏剧","price":"80 元起","why":"小剧场戏剧，适合想看实验感文本的人。","source_name":"秀动","source_url":"https://www.showstart.com/event/297632"},
      {"time":"20:00","title":"桃德李 Todd Li「Somewhere maybe」杭州站","venue":"蛙厂RMMF·杭州·新天地","category":"livehouse","price":"158 元起","why":"晚间 livehouse，适合轻量音乐现场。","source_name":"秀动","source_url":"https://www.showstart.com/event/295980"},
      {"time":"20:00","title":"大粉乐队十五周年「粉末登场」杭州站","venue":"酒球会","category":"livehouse","price":"100 元起","why":"预算更友好的乐队现场。","source_name":"秀动","source_url":"https://www.showstart.com/event/295896"},
      {"time":"6.1-6.21","title":"2026 国美毕业展｜一壮游","venue":"中国美术学院相关展区","category":"展览","price":"以展区规则为准","why":"今天白天的城市展览主线，适合看学生创作和毕业季。","source_name":"小红书口碑线索 / 中国美院","source_url":"https://www.caa.edu.cn/"}
    ]
  },
  "papers": [
    {"title":"EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments","summary":"把 Agent 放到会变化的环境里，评测记忆如何更新。","why_it_matters":"更接近真实产品中的长期 Agent，而不是一次性 benchmark。","source_url":"https://arxiv.org/abs/2606.13681v1","tags":["LLM Agent","Evaluation"]},
    {"title":"Learning to Reason by Analogy via Retrieval-Augmented Reinforcement Fine-Tuning","summary":"用检索增强和强化微调训练模型做类比推理。","why_it_matters":"对复杂推理任务，检索不只找相似文本，还要找可迁移结构。","source_url":"https://arxiv.org/abs/2606.13680v1","tags":["Reasoning","RAG","RL"]},
    {"title":"Mana: Dexterous Manipulation of Articulated Tools","summary":"研究机器人如何操作带关节和内部自由度的工具。","why_it_matters":"从拿起物体走向真正使用工具，是通用机器人能力的关键台阶。","source_url":"https://arxiv.org/abs/2606.13677v1","tags":["Robotics","Tool Use"]}
  ]
}