{
 "about": "VC / 投资机构自己写的 AI 硬件文章：投资备忘、赛道论点、市场地图、年度预测、赛道报告，每篇打开原文核对过标题、日期、作者。gist 是核心观点的中文转述，不是原文；seg 对应 layers.json 的 code，all = 赛道总论。",
 "articles": [
  {
   "t": "Wearable Devices Market Insights（Worldwide Wearable Device Market, Q2 2026）",
   "org": "IDC",
   "au": "",
   "date": "2026-10-29",
   "url": "https://www.idc.com/promo/wearablevendor/",
   "kind": "研究报告",
   "seg": [
    "g1",
    "g2",
    "n1",
    "e1"
   ],
   "co": [
    "Meta Ray-Ban Display",
    "Oura"
   ],
   "gist": "IDC 数据：2026 年第二季度全球可穿戴出货约 1.48 亿台，同比只增 2.7%，耳机占 64.9%，手表手环下滑；眼镜增 54%、戒指增 37.6%，是主要动能，Meta 占眼镜的 78.4%、Oura 占戒指的 67.0%。IDC 预测 2026 年眼镜增 35.2%，是增长最快的品类。",
   "cav": "这是持续更新的追踪页，日期取页面“Updated”值，内容随季度变动；公开页无作者；眼镜占整体出货仅 1.7%。",
   "region": "海外",
   "vs": "一致",
   "why": "总量几乎不涨，增量几乎全来自眼镜和戒指等新形态",
   "r": 2,
   "top": 0
  },
  {
   "t": "Global AI Glasses Shipments Surge 263% YoY in H1 2026, with Display-less AI Glasses Accounting for 96% of Total",
   "org": "Counterpoint Research",
   "au": "George Lesniak, Flora Tang（引 Peter Richardson 发言）",
   "date": "2026-09-21",
   "url": "https://counterpointresearch.com/en/insights/global-ai-glasses-shipments-surge-263-percent-yoy-with-display-less-ai-glasses",
   "kind": "研究报告",
   "seg": [
    "g1",
    "g2",
    "g3"
   ],
   "co": [
    "Meta Ray-Ban Display",
    "乐奇 Rokid",
    "逸文科技 Even Realities",
    "阿里 千问 / 夸克 AI 眼镜"
   ],
   "gist": "2026 上半年全球 AI 眼镜出货同比增 263%，其中无屏眼镜占 96%、Meta 占无屏的 94%；带屏的 AR&AI 眼镜增 449%，由 Rokid、Even Realities 等中国厂商带动。他们预计会出现更多形态，比如无摄像头的音频眼镜，以回应隐私担忧。",
   "cav": "出货口径是进入零售渠道的量，不是终端销量；报告全文要订阅，只读了公开摘要页；页面日期 9 月 21 日，搜索索引标 9 月 20 日。",
   "region": "海外",
   "vs": "一致",
   "why": "眼镜出货翻几倍，且无屏、带屏、无摄像头三种形态并行，是形态分化",
   "r": 2,
   "top": 1
  },
  {
   "t": "$70m/yr Oura of India（Ultrahuman）",
   "org": "Sacra",
   "au": "Jan-Erik Asplund",
   "date": "2026-09",
   "url": "https://sacra.com/research/ultrahuman-oura-of-india/",
   "kind": "研究报告",
   "seg": [
    "n1"
   ],
   "co": [
    "Ultrahuman",
    "Oura",
    "Whoop"
   ],
   "gist": "Sacra 称 Ultrahuman 放弃了衰落的连续血糖贴片，转到智能戒指；对 Oura 的专利诉讼一度让其丢了占 61% 收入的美国市场；Oura 约 80% 收入来自硬件、20% 来自订阅，Ultrahuman 不收订阅费、靠每月约 4 美元的小订阅变现。2026 年 9 月融到 7000 万美元，估值 3.65 亿美元。",
   "cav": "分析机构、非 VC；全文要登录，只读了公开摘要；收入数字为 Sacra 估算；页面写 9 月 2 日更新，搜索索引标 9 月 14 日。",
   "region": "海外",
   "vs": "一致",
   "why": "说明戒指这一形态胜过血糖贴片，并带出一批专用设备竞争者",
   "r": 2,
   "top": 0
  },
  {
   "t": "Oura revenue, valuation & funding",
   "org": "Sacra",
   "au": "",
   "date": "2026-09",
   "url": "https://sacra.com/c/oura/",
   "kind": "研究报告",
   "seg": [
    "n1"
   ],
   "co": [
    "Oura"
   ],
   "gist": "Sacra 估算 Oura 截至 2026 年 6 月的近十二月收入约 14 亿美元，约 80% 来自硬件、20% 来自订阅，并在买下 Doublepoint 等公司后把语音和手势当作可穿戴 AI 的下一层交互；2025 年 10 月 9 亿美元 E 轮估值约 110 亿美元，2026 年 9 月已递交 IPO 文件。",
   "cav": "公司页不显示日期和作者，月份按 9 月 3 日 S-1 提交后更新取；分析机构、非 VC；数字为 Sacra 估算。",
   "region": "海外",
   "vs": "一致",
   "why": "戒指已做到十亿美元级收入，订阅占一成多，是随身专用设备的头部样本",
   "r": 2,
   "top": 0
  },
  {
   "t": "Consumer Wearables to Generate More Than $1 Trillion in Cumulative Revenue Between 2026 and 2032",
   "org": "Counterpoint Research",
   "au": "Akshay RS, Anshika Jain（引 Mohit Agrawal 发言）",
   "date": "2026-08-19",
   "url": "https://counterpointresearch.com/en/insights/consumer-wearables-to-generate-more-than-$-1-trillion",
   "kind": "研究报告",
   "seg": [
    "all",
    "g1",
    "g2",
    "n1",
    "p1"
   ],
   "co": [
    "Oura",
    "Meta Ray-Ban Display"
   ],
   "gist": "Counterpoint 预计 2026–2032 年消费可穿戴累计收入超 1 万亿美元，年复合增 12%；智能眼镜、智能戒指、AI 挂件是增长最快的三类（挂件基数小），眼镜到 2032 年约 440 亿美元、占五分之一；智能手表和 TWS 仍是最大品类。",
   "cav": "文中说明“消费可穿戴”不专指 AI 产品；数字均为 Counterpoint 预测。",
   "region": "海外",
   "vs": "一致",
   "why": "点名眼镜、戒指、挂件是增长最快的形态，同时手表和耳机仍占大头，说明形态在增多",
   "r": 2,
   "top": 1
  },
  {
   "t": "可选消费行业科技消费系列三：AI陪伴机器人从情绪硬件到家庭入口",
   "org": "华泰证券",
   "au": "樊俊豪, 王森泉, 周衍峰",
   "date": "2026-08-11",
   "url": "https://stock.finance.sina.com.cn/stock/view/paper.php?symbol=sh000001&reportid=839756875256&autocallup=no&isfromsina=no",
   "kind": "研究报告",
   "seg": [
    "c1",
    "c2",
    "c3"
   ],
   "co": [
    "GROOVE X"
   ],
   "gist": "华泰认为 AI 陪伴机器人在承接老人照护、儿童陪伴、单身青年情绪支持、宠物替代四类需求，竞争已从模型转到渠道、生态和量产；文中称 LOVOT 三年留存 90%，所以估值逻辑更接近 SaaS；他们预计中国走“平价硬件 + 轻订阅 + 家居联动”。",
   "cav": "来源是新浪财经研报页，不是华泰官网；LOVOT 留存、AI 伴侣市场规模等数字均为文中引用；日期取页面标注的 8 月 11 日。",
   "region": "中国",
   "vs": "一致",
   "why": "把陪伴机器人当成家里的新设备入口，不是手机里的应用",
   "r": 2,
   "top": 0
  },
  {
   "t": "红杉中国李彦男：下一个十年的智能硬件如何定义？",
   "org": "红杉中国",
   "au": "李彦男",
   "date": "2026-07-27",
   "url": "https://www.hongshan.com/article/%E7%BA%A2%E6%9D%89%E4%B8%AD%E5%9B%BD%E6%9D%8E%E5%BD%A6%E7%94%B7%EF%BC%9A%E4%B8%8B%E4%B8%80%E4%B8%AA%E5%8D%81%E5%B9%B4%E7%9A%84%E6%99%BA%E8%83%BD%E7%A1%AC%E4%BB%B6%E5%A6%82%E4%BD%95%E5%AE%9A%E4%B9%89/",
   "kind": "访谈",
   "seg": [
    "all",
    "g1",
    "e1",
    "c2"
   ],
   "co": [],
   "gist": "李彦男认为手机不会被替代，而是从“唯一入口”变成“核心节点”；AI 眼镜、耳机、可穿戴不替代手机，只在高频碎片场景分走使用时长；AI 原生硬件要按软件公司的留存和订阅来估值，硬件本身可能微利甚至补贴，护城河是用户第一视角的上下文数据。",
   "cav": "2026 WAIC 圆桌发言实录整理，页面未署单独作者",
   "region": "中国",
   "vs": "部分",
   "why": "认为手机从唯一入口变成核心节点，眼镜耳机只分走碎片场景：设备增多但手机仍在中心",
   "r": 1,
   "top": 1
  },
  {
   "t": "Ambient AI, Done Right — Why SPC Invested in Nirva",
   "org": "South Park Commons",
   "au": "Mark Jacobstein",
   "date": "2026-07-09",
   "url": "https://www.southparkcommons.com/news/why-spc-invested-in-nirva",
   "kind": "投资备忘",
   "seg": [
    "p1"
   ],
   "co": [
    "Nirva"
   ],
   "gist": "SPC 作为 Nirva 第一笔投资人，看中创始团队（前 Meta Reality Labs 的 Meta AI 眼镜/Quest 负责人 + 做过 BLACKPINK 首饰的设计师）和“个人洞察”而非又一个会议记录听写；他认为 AI 可穿戴要先是好看的首饰，哪怕不工作你也愿意戴。",
   "cav": "作者自述早期原型电池差、软件待改进",
   "region": "海外",
   "vs": "一致",
   "why": "SPC 称 AI 可穿戴要先是好看的首饰，做的是挂件类专用设备",
   "r": 1,
   "top": 0
  },
  {
   "t": "Why We Partnered with Nirva",
   "org": "Lightspeed",
   "au": "Pinn Lawjindakul、Kevin Aluwi、Harsha Kumar、Chris Halim",
   "date": "2026-07-09",
   "url": "https://lsvp.com/stories/why-we-partnered-with-nirva/",
   "kind": "投资备忘",
   "seg": [
    "p1",
    "w1"
   ],
   "co": [
    "Nirva",
    "Oura",
    "Whoop"
   ],
   "gist": "Lightspeed 领投 800 万美元种子轮，称此前的 AI 可穿戴是“针、夹子、吊坠的坟场”，赢家不是传感器最聪明的，而是人人愿意每天戴的；三个理由：Oura 约 110 亿、Whoop 约 100 亿美元的估值说明自我优化市场大、团队有硬件软件设计三类能力、产品越戴越懂你。",
   "cav": "估值数字为文中所说",
   "region": "海外",
   "vs": "一致",
   "why": "Lightspeed 领投首饰型 AI 可穿戴，称赢家是人人愿意每天戴的设备",
   "r": 1,
   "top": 1
  },
  {
   "t": "The Device That Remembers So You Don't Have To: Our Investment in Pocket",
   "org": "Accel",
   "au": "Cecilia Wang、Matt Robinson",
   "date": "2026-06-29",
   "url": "https://www.accel.com/news/the-device-that-remembers-so-you-don-t-have-to-our-investment-in-pocket",
   "kind": "投资备忘",
   "seg": [
    "r1"
   ],
   "co": [
    "Pocket"
   ],
   "gist": "Accel 参与 Pocket 种子轮：这个贴在手机背后的录音设备在 2026 年 3 月达到约 2700 万美元年化收入、出货超 3.5 万台，月增长多次超过 50%；Accel 看好它做合规、隐私友好的“重要对话不发生在屏幕前”场景（医生、律师、销售）。",
   "cav": "数字为文中所说（Accel 只是参与，领投方不是它）",
   "region": "海外",
   "vs": "一致",
   "why": "Accel 投贴手机背后的录音设备 Pocket，称重要对话不发生在屏幕前",
   "r": 1,
   "top": 0
  },
  {
   "t": "云启洞察｜真正的 AI Native 硬件长什么样？",
   "org": "云启资本",
   "au": "梁昊（云启执行董事，现场发言整理）",
   "date": "2026-06-29",
   "url": "http://mp.weixin.qq.com/s?__biz=MzAwMjQ5MTQzOQ==&mid=2651354958&idx=1&sn=26c5bb84ba1211e68a11a77698f62c38",
   "kind": "赛道论点",
   "seg": [
    "all",
    "g1",
    "n1",
    "c2"
   ],
   "co": [
    "NoonWake"
   ],
   "gist": "梁昊认为判断 AI 原生硬件有两条：没有 AI 产品是否还成立，能否低打扰地采到手机采不到的物理世界上下文；这一批新品类里目前只有眼镜、戒指跑出了相对明确的 PMF，多数仍在早期，真正的壁垒是产品定义能力。",
   "cav": "原页（mp.weixin.qq.com）抓取时被验证拦截，正文用搜索工具返回的页面文本和 elsewhere.news、虎嗅转载页核对；内容是 36 氪 WAVES 圆桌发言的整理。",
   "region": "中国",
   "vs": "一致",
   "why": "称新硬件的机会在手机覆盖不到的上下文，眼镜、戒指已成立，其他品类各有场景",
   "r": 2,
   "top": 1
  },
  {
   "t": "我们投了一个小红书黑客松爆款：AI Native 软硬件如何终结“吃灰魔咒” | Y Transformers",
   "org": "云启资本",
   "au": "梁昊（云启）对话 NoonWake 创始人吴尚",
   "date": "2026-06-10",
   "url": "https://mp.weixin.qq.com/s?__biz=MzAwMjQ5MTQzOQ==&chksm=809c8078e3993659052730051303435521055e9d79f4b12caaea8a7ceb1e01da143469c46ae1&idx=1&mid=2651354532&sn=5b261a60423f3d7ec7ed71b4c060d741",
   "kind": "访谈",
   "seg": [
    "c2",
    "r1"
   ],
   "co": [
    "NoonWake",
    "Plaud"
   ],
   "gist": "云启投资人称硬件的价值是能优雅、无痛地收集用户的真实上下文：Plaud 在手机上也能录音，但贴在手机背后轻敲一下就录，摩擦小得多，所以卖爆；被投项目 NoonWake 的“好运日历机”放在桌上，同样靠低摩擦采集情绪上下文。",
   "cav": "原页抓取被验证拦截，正文用搜索工具返回的页面文本核对，只读到前半；主要观点是创业者与投资人的对话；日期取自搜索索引的 6 月 10 日。",
   "region": "中国",
   "vs": "一致",
   "why": "称手机能做的事，专用设备因摩擦更小仍然赢",
   "r": 2,
   "top": 0
  },
  {
   "t": "Plaud revenue, funding & growth rate",
   "org": "Sacra",
   "au": "",
   "date": "2026-06",
   "url": "https://sacra.com/c/plaud/",
   "kind": "研究报告",
   "seg": [
    "r1",
    "p1"
   ],
   "co": [
    "Plaud"
   ],
   "gist": "Sacra 估算 Plaud 的年化收入 2025 年 9 月达 2.5 亿美元（同比增 83%），出货超 200 万台；它把设备当作订阅软件的获客渠道，用户从免费档升到 99.99 美元每年的 Pro 档；记录的融资只有 2025 年 4 月约 475 万美元的可转债。",
   "cav": "公司页不显示日期和作者，月份取自文中最新数据（2026 年 6 月）；分析机构、非 VC；全文需登录。",
   "region": "海外",
   "vs": "一致",
   "why": "专用录音设备已卖出 200 万台并靠订阅赚钱，是随身专用设备成立的证据",
   "r": 2,
   "top": 0
  },
  {
   "t": "X 长帖：LIFECORDING（10/ Apple airpods with cameras...）",
   "org": "Lux Capital",
   "au": "Josh Wolfe",
   "date": "2026-05-08",
   "url": "https://x.com/wolfejosh/status/2052756052765028440",
   "kind": "赛道论点",
   "seg": [
    "r1",
    "p1",
    "e1",
    "g2"
   ],
   "co": [
    "Limitless",
    "Bee（Amazon）",
    "Meta Ray-Ban Display",
    "OpenAI × io 首款设备",
    "Himax"
   ],
   "gist": "Wolfe 说他“近乎确定”会出现“生活全程录音/录像 + AI 总结检索”的 lifecording：先音频后图像，设备会泛滥但多数会死，赢的是 MEMS 麦克风、DSP 等元器件“军火商”；他预测最先落地的形态是带摄像头的 AirPods，之后才是眼镜，隐私信任最强的 Apple 最可能赢。",
   "cav": "X 页未直接显示日期，发文日期由推文 ID 反推（UTC 2026-05-08）；该串同时是股票持仓建议，文中提到的元器件个股此处不收录",
   "region": "海外",
   "vs": "一致",
   "why": "Wolfe 预测 AI 会装进耳机、吊坠、眼镜等随身设备，设备会泛滥、多数会死，正是形态分化的说法",
   "r": 1,
   "top": 1
  },
  {
   "t": "Frontier Systems for the Physical World",
   "org": "a16z",
   "au": "Oliver Hsu",
   "date": "2026-04-15",
   "url": "https://a16z.com/frontier-systems-for-the-physical-world/",
   "kind": "赛道论点",
   "seg": [
    "all",
    "g1",
    "g3",
    "x1"
   ],
   "co": [
    "Sesame",
    "Generalist",
    "Neuralink"
   ],
   "gist": "a16z 把机器人学习、自主科学和“新人机界面”（AR 眼镜、EMG 腕带、静默语音、脑机）并列为物理世界的前沿系统；AI 可穿戴装机量本身就是物理世界数据的分布式采集网络，消费设备公司正在驱动这个数据飞轮。",
   "cav": "文章主体是物理 AI，消费设备只占其中“New Interfaces”一节",
   "region": "海外",
   "vs": "部分",
   "why": "消费设备只是文中“新界面”一节，把 AR 眼镜、EMG 腕带并列为 AI 的新入口",
   "r": 1,
   "top": 0
  },
  {
   "t": "营收结构优化，平台化布局着眼未来成长空间（恒玄科技）",
   "org": "中银证券",
   "au": "苏凌瑶, 茅珈恺",
   "date": "2026-04-08",
   "url": "https://data.eastmoney.com/report/zw_stock.jshtml?infocode=AP202604081821055234",
   "kind": "研究报告",
   "seg": [
    "x1",
    "g1",
    "e1",
    "w1"
   ],
   "co": [
    "恒玄科技 Bestechnic"
   ],
   "gist": "中银证券引 IDC 预估：2026 年全球智能眼镜出货将超 2369 万台，其中支持端侧 AI 的占比超 30%；恒玄 2025 年营收 35.25 亿元，智能硬件及其他芯片占比从 6% 升到 12%，新一代 6nm 眼镜芯片 BES6100 同时服务低功耗常驻和端侧 AI 推理。",
   "cav": "来源是东方财富研报页（有“查看 PDF 原文”），不是机构官网；这是个股研报，评级和估值部分不收；IDC 口径与本页其他 IDC 数字不同。",
   "region": "中国",
   "vs": "一致",
   "why": "称眼镜等低功耗设备需要自己的端侧 AI 芯片，是 AI 离开手机的底层证据",
   "r": 2,
   "top": 0
  },
  {
   "t": "WHOOP（Collaborative Fund 领投 5.75 亿美元 G 轮）",
   "org": "Collaborative Fund",
   "au": "",
   "date": "2026-03-30",
   "url": "https://collabfund.com/blog/whoop/",
   "kind": "投资备忘",
   "seg": [
    "w1"
   ],
   "co": [
    "Whoop"
   ],
   "gist": "Collaborative Fund 称 WHOOP 已累积超 240 亿小时的连续生理数据、会员超 250 万，是他们“最大的一笔投资”；愿景是做“人体的软件层”，新的医疗级设备加生成式 AI 教练把消费健康接到临床。",
   "cav": "页面不显示作者，是“lightly edited”的投资意向信；PitchBook 称领投人为 Craig Shapiro，但页面未署名；日期取搜索索引 3 月 30 日。",
   "region": "海外",
   "vs": "一致",
   "why": "把一条无屏手环当作长期佩戴的专用设备，叠加 AI 教练",
   "r": 2,
   "top": 0
  },
  {
   "t": "Sandbar: Building New Interfaces for Productivity",
   "org": "Kindred Ventures",
   "au": "Steve Jang、Yash Kishore",
   "date": "2026-03-11",
   "url": "https://kindredventures.com/announcement/building-new-interfaces-for-productivity-sandbar/",
   "kind": "投资备忘",
   "seg": [
    "n1"
   ],
   "co": [
    "Sandbar"
   ],
   "gist": "Kindred 与 Adjacent 联合领投 Sandbar 2300 万美元 A 轮：个人计算既是数字的也是物理的，AI 让技术可以融入人的思考和行动而不是让人停下来打字；Sandbar 的 Stream 是一枚私密语音戒指。",
   "cav": "",
   "region": "海外",
   "vs": "一致",
   "why": "Kindred 投语音戒指 Sandbar，称个人计算要融入人的思考和行动",
   "r": 1,
   "top": 0
  },
  {
   "t": "Celebrating Q: The Next Interface",
   "org": "Kleiner Perkins",
   "au": "Mamoon Hamid",
   "date": "2026-01-29",
   "url": "https://www.kleinerperkins.com/perspectives/celebrating-q-the-next-interface/",
   "kind": "投资备忘",
   "seg": [
    "all"
   ],
   "co": [
    "Q"
   ],
   "gist": "KP 2023 年领投 Q 的 A 轮，页面摘录当年的投资备忘：计算从桌面到手机再到可穿戴，一个能直接读取意图的输入设备可能是“人机之间迄今带宽最高的界面”；团队后来加入 Apple。",
   "cav": "具体硬件形态文中未写明（页面也不用“静默语音”一词）；备忘录为 2023 年所写，页面发布于 2026-01-29",
   "region": "海外",
   "vs": "一致",
   "why": "KP 称计算从手机走向可穿戴，直接读取意图的输入设备可能是最高带宽界面",
   "r": 1,
   "top": 0
  },
  {
   "t": "硬件投资进化论：热赛道与反共识 | the prompt红杉播客",
   "org": "红杉中国",
   "au": "张涵、李立远、张凯、陈锋",
   "date": "2026-01-25",
   "url": "https://www.hongshan.com/article/%e7%a1%ac%e4%bb%b6%e6%8a%95%e8%b5%84%e8%bf%9b%e5%8c%96%e8%ae%ba%ef%bc%9a%e7%83%ad%e8%b5%9b%e9%81%93%e4%b8%8e%e5%8f%8d%e5%85%b1%e8%af%86-the-prompt%e7%ba%a2%e6%9d%89%e6%92%ad%e5%ae%a2/",
   "kind": "访谈",
   "seg": [
    "all",
    "g1",
    "c1"
   ],
   "co": [
    "逸文科技 Even Realities",
    "跃然创新 Haivivi"
   ],
   "gist": "红杉中国四位投资人认为消费硬件“二次爆红”靠的是中国供应链和工程师红利；AI 的价值是陪伴、创造、效率，但端侧算力和续航还不够，生成式 AI 驱动的硬件他们仍在观望；智能眼镜首先得是好眼镜，要靠做减法，护城河靠“刺猬”式没有短板。",
   "cav": "播客逐字稿整理，非署名长文；页面未列发表日",
   "region": "中国",
   "vs": "部分",
   "why": "承认消费硬件因中国供应链二次爆红，但对生成式 AI 驱动的硬件仍观望，眼镜要先是好眼镜",
   "r": 1,
   "top": 0
  },
  {
   "t": "AI 硬件真相：真需求、伪命题与护城河 | 九合创投 AI 硬件沙龙精彩回顾",
   "org": "九合创投",
   "au": "（嘉宾发言整理，页面未署个人）",
   "date": "2025-12-22",
   "url": "http://mp.weixin.qq.com/s?__biz=MzAwNzA5Mjg1Ng==&mid=2649491593&idx=1&sn=ef816194e40dc66627c7c3cee420fb57",
   "kind": "访谈",
   "seg": [
    "g1",
    "c2",
    "x1"
   ],
   "co": [
    "Ouropia"
   ],
   "gist": "沙龙结论是 AI 硬件的商业模式从卖货变订阅，护城河从供应链转到服务和数据飞轮；嘉宾 Tree 称 AI 硬件是给大模型套“硬壳”、旧的硬件品类边界在消失，Roger 称语音交互难敌手机，要转向“有情”的陪伴；AI 眼镜嘉宾称显示是最大分野，终局是日常外形。",
   "cav": "原页抓取被验证拦截，正文用搜索工具返回的原页文本和网易号转载核对；观点多为创业者嘉宾所说，不是九合的判断。",
   "region": "中国",
   "vs": "部分",
   "why": "既说硬件品类边界在消失、AI 要有新“身体”，又承认手机在效率和通用性上难被超越",
   "r": 2,
   "top": 0
  },
  {
   "t": "Seeding the Future with Mira",
   "org": "General Catalyst",
   "au": "Jeannette zu Fürstenberg、Neeraj Arora、Sho Sho Leigha Ho",
   "date": "2025-11-24",
   "url": "https://www.generalcatalyst.com/stories/seeding-the-future-with-mira",
   "kind": "投资备忘",
   "seg": [
    "g2"
   ],
   "co": [
    "Mira"
   ],
   "gist": "GC 领投 Mira 种子轮：创始人靠一个超 8000 万播放的智能眼镜 demo 起家，Mira 眼镜要解决人类的“记忆”局限，团队七人把响应做到 700 毫秒以内，并称原型在速度上胜过现有产品。",
   "cav": "数字为文中所说",
   "region": "海外",
   "vs": "一致",
   "why": "GC 投智能眼镜 Mira，称要解决人的记忆局限，装进眼镜",
   "r": 1,
   "top": 0
  },
  {
   "t": "“AI硬件领域，永远有新机会”",
   "org": "峰瑞资本",
   "au": "李丰（峰瑞资本创始合伙人）与三位硬件创业者对谈",
   "date": "2025-11-07",
   "url": "https://mp.weixin.qq.com/s?__biz=MzIzMDAzMTgzOA==&mid=2650861123&idx=1&sn=79ef0ce63047cc8da67b1cd7f6a525ae",
   "kind": "访谈",
   "seg": [
    "all",
    "c3"
   ],
   "co": [],
   "gist": "李丰称 AI 智能硬件领域永远有新机会、很难有人能一家独大：任何智能化产品一旦普及，就会走向垂直和细分，催生新的切入口，像手机里 vivo、小米、华为各有侧重；对谈中还提到要先数字化、再个性化、最后上 AI，太早引入 AI 会削弱用户的参与感。",
   "cav": "页面不显示日期，11 月 7 日取自 36 氪转载页；对谈的三家公司是飞行相机、智能乐器、高速相机，不是图谱的主要层，仅文中提到投资过 AI 宠物陪伴产品。",
   "region": "中国",
   "vs": "一致",
   "why": "直接说智能产品一旦普及就会垂直细分，很难一家独大，即形态分化",
   "r": 2,
   "top": 1
  },
  {
   "t": "For the last 2 years, we've been trying to give AI a body…（AI 设备为什么失败）",
   "org": "Bain Capital Ventures",
   "au": "Saanya Ojha",
   "date": "2025-11-03",
   "url": "https://www.linkedin.com/posts/saanyaojha_for-the-last-2-years-weve-been-trying-to-activity-7391536962257666048-uHic",
   "kind": "赛道论点",
   "seg": [
    "p1",
    "h1"
   ],
   "co": [
    "Humane",
    "Rabbit",
    "Friend",
    "卡西欧 Moflin"
   ],
   "gist": "反方：Ojha 认为 AI 小设备失败不是智能不够，而是 4 个原因：没有 10 倍好于手机的明确问题、硬件与端侧 AI 都难（过热、卡顿、续航）、没有生态就没黏性、发布时叙事夸大后用户失望；她举 Casio Moflin 这种承诺很小、自成一体的小宠物作为成功对照。",
   "cav": "LinkedIn 页面只显示“12 个月前”，日期 2025-11-03 取自搜索索引，非页面明示；她是 BCV 合伙人，帖子为个人长帖",
   "region": "海外",
   "vs": "相反",
   "why": "认为 AI 小设备失败是因为没有比手机好 10 倍的理由，只有承诺很小的自成一体产品能活",
   "r": 1,
   "top": 1
  },
  {
   "t": "AI at the Edge: Low Power, High Stakes",
   "org": "Woodside Capital Partners",
   "au": "Katie Elizabeth（页面另署 Alain Bismuth、George Jones）",
   "date": "2025-11-03",
   "url": "https://woodsidecap.com/ai-at-the-edge-low-power-high-stakes/",
   "kind": "研究报告",
   "seg": [
    "x1"
   ],
   "co": [
    "SiMa.ai",
    "SynSense",
    "Syntiant"
   ],
   "gist": "报告认为海量联网设备的数据发不回云端，AI 处理必然下沉到边缘，胜负看每瓦效率；文中称边缘 AI 处理器市场 2025 年约 135 亿美元，上半年 AI 芯片创业公司拿到超 51 亿美元风投。",
   "cav": "Woodside 是并购/融资顾问投行，不是 VC；所列数字均为文中所说",
   "region": "海外",
   "vs": "一致",
   "why": "称联网设备的数据发不回云，AI 处理必然下沉到边缘设备",
   "r": 1,
   "top": 0
  },
  {
   "t": "Partnering with Sesame: A New Era for Voice",
   "org": "Sequoia Capital",
   "au": "David Cahn、Roelof Botha",
   "date": "2025-10-21",
   "url": "https://sequoiacap.com/article/partnering-with-sesame-a-new-era-for-voice",
   "kind": "投资备忘",
   "seg": [
    "g2",
    "e1"
   ],
   "co": [
    "Sesame"
   ],
   "gist": "Sequoia 联合领投 Sesame B 轮，认为语音会继续键盘、鼠标、触屏成为 AI 的主要界面；Sesame 在做全天佩戴、时尚的轻量 AI 眼镜，要求眼镜“就算没有技术也值得戴”，硬件要花时间但团队有从原型到全球分发的经验。",
   "cav": "文中日期为 2025-10-21，页面元数据显示不同日期，取正文日期",
   "region": "海外",
   "vs": "一致",
   "why": "Sequoia 称语音会成为 AI 的主要界面，Sesame 在做全天佩戴的轻量眼镜",
   "r": 1,
   "top": 0
  },
  {
   "t": "From Ring to Revolution: Oura Becomes an $11 Billion Company",
   "org": "Forerunner Ventures",
   "au": "",
   "date": "2025-10-13",
   "url": "https://www.forerunnerventures.com/perspectives/from-ring-to-revolution-oura-becomes-an-11-billion-company",
   "kind": "投资备忘",
   "seg": [
    "n1"
   ],
   "co": [
    "Oura"
   ],
   "gist": "Forerunner 回顾领投 Oura B 轮：当年它只是约 2000 万美元的芬兰小公司，如今已售 550 万枚戒指、2025 年收入约 10 亿美元；他们称赌的是“睡眠是健康的入口”，硬件造数据护城河，订阅（约占收入 20%）带来复购，戒指 24 小时佩戴是习惯。",
   "cav": "页面不显示作者和日期，日期取搜索索引；是投后庆祝文，数字为文中所说；同站另有一页 Oura “Why we invested”(explore) 未收。",
   "region": "海外",
   "vs": "一致",
   "why": "把一枚戒指的专用硬件加订阅当作长期生意",
   "r": 2,
   "top": 1
  },
  {
   "t": "Health and Hardware",
   "org": "Konvoy Ventures",
   "au": "",
   "date": "2025-10-08",
   "url": "https://www.konvoy.vc/newsletters/health-and-hardware",
   "kind": "市场分析",
   "seg": [
    "n1",
    "w1",
    "g3"
   ],
   "co": [
    "Oura",
    "Whoop",
    "Garmin"
   ],
   "gist": "Konvoy 称 Oura 的 8.75 亿美元 E 轮估值 109 亿美元，已售 550 万枚戒指、B2B 占新增销量 23%；纯软件的冥想类应用留存差，长期会被有实体产品的公司挤出；值得盯的技术是本地 AI 教练和 XR 进入可穿戴。",
   "cav": "页面不显示日期和作者，日期取自搜索索引；这是投资机构的通讯，不是投资备忘；数字均为文中所说。",
   "region": "海外",
   "vs": "部分",
   "why": "主线是健康穿戴的融资和增长，端侧 AI 与 XR 只是文末“值得关注的技术”",
   "r": 2,
   "top": 0
  },
  {
   "t": "AI glasses market poised to hit 10 million units in 2026, Omdia forecasts",
   "org": "Omdia",
   "au": "Jason Low, Qiran Ju（受访分析师）",
   "date": "2025-09-16",
   "url": "https://omdia.tech.informa.com/pr/2025/sep/ai-glasses-market-poised-to-hit-10-million-units-in-2026-omdia-forecasts",
   "kind": "研究报告",
   "seg": [
    "g1",
    "g2"
   ],
   "co": [
    "Meta Ray-Ban Display",
    "Google Pixel Buds Pro 2",
    "小米 AI 眼镜"
   ],
   "gist": "Omdia 预计 2025 年 AI 眼镜出货 510 万副、同比增 158%，2026 年超 1000 万，2030 年达 3500 万；同时提醒内置摄像头的隐私担忧和全天佩戴的社会阻力，短期可能让它难以走出早期爱好者，各家把用户锁进自家生态也会限制用处。",
   "cav": "新闻稿形式的研究摘要，全文要订阅；数字为预测。",
   "region": "海外",
   "vs": "部分",
   "why": "出货预测看好，但明说隐私和社会接受度会拖慢，且生态各自封闭",
   "r": 2,
   "top": 0
  },
  {
   "t": "AI's New Interface: Smart Glasses, the Shift Beyond Screens, and Why We Backed Mentra",
   "org": "Hartmann Capital",
   "au": "Felix Hartmann、JP Minetos",
   "date": "2025-08-27",
   "url": "https://hartmanncapital.substack.com/p/ais-new-interface-smart-glasses-the",
   "kind": "投资备忘",
   "seg": [
    "g2"
   ],
   "co": [
    "Mentra"
   ],
   "gist": "该基金认为每次计算跃迁都由新界面定义，AI 的界面是能看你所看、听你所听的智能眼镜，当前显示、重量（40 克内）、续航（16 小时以上）已够用，缺的是统一软件；他们投 Mentra 是赌开源 MentraOS 成为眼镜的“安卓”。",
   "cav": "Hartmann Capital 为早期小基金；数字为文中所说",
   "region": "海外",
   "vs": "部分",
   "why": "Hartmann 称智能眼镜是 AI 的界面，主张一个统一的眼镜平台，不是多形态并存",
   "r": 1,
   "top": 0
  },
  {
   "t": "Is This AI's Hardware Moment? A Reluctant Debate.",
   "org": "a16z",
   "au": "Bryan Kim",
   "date": "2025-08-14",
   "url": "https://a16z.com/ai-hardware/",
   "kind": "赛道论点",
   "seg": [
    "all",
    "g1",
    "p1",
    "n1"
   ],
   "co": [
    "Oura"
   ],
   "gist": "Kim 过去不投硬件，但见了几十个硬件创始人后认为“AI 需要一个身体”：被动采集上下文是 AI 的关键，只有硬件能做到；最大瓶颈是社交接受度，所以会先从声音（麦克风）而不是常开摄像头起步，需要一个“值得放弃隐私”的明确用例。",
   "cav": "",
   "region": "海外",
   "vs": "一致",
   "why": "Kim 称 AI 需要一个身体，被动采集上下文只有硬件能做，且会先从声音类设备起步",
   "r": 1,
   "top": 1
  },
  {
   "t": "In Favor of Intelligence That Stays Put",
   "org": "Two Small Fish Ventures",
   "au": "Brandon Zhao",
   "date": "2025-08-13",
   "url": "https://twosmallfish.vc/in-favor-of-intelligence-that-stays-put",
   "kind": "赛道论点",
   "seg": [
    "x1",
    "w1"
   ],
   "co": [],
   "gist": "该基金认为 AI 正从云端搬到数据产生的设备上，常开、保护隐私的本地智能会成为标配，所以投低功耗芯片、可复用的端侧推理软件，以及面向可穿戴等设备的小型时序模型。",
   "cav": "",
   "region": "海外",
   "vs": "一致",
   "why": "称 AI 正搬到数据产生的设备上，常开、本地的智能会成标配",
   "r": 1,
   "top": 0
  },
  {
   "t": "Ray-Bans, Robots, and Real World AI",
   "org": "FOV Ventures",
   "au": "Dave Haynes（与 Petri Rajahalme、Sointu Karjalainen、David Ripert 合写）",
   "date": "2025-08-07",
   "url": "https://viewpoints.fov.ventures/p/ray-bans-robots-and-real-world-ai",
   "kind": "赛道论点",
   "seg": [
    "g1",
    "g2",
    "g3"
   ],
   "co": [
    "Meta Ray-Ban Display",
    "Genesis AI"
   ],
   "gist": "FOV 把 Meta 财报当空间计算的先行指标：Ray-Ban Meta 的销售速度约是 VR 头显的两倍，说明消费级 AI 需求能带动实体硬件；他们认为智能眼镜会是物理 AI 的消费者界面。",
   "cav": "FOV Ventures 是专注空间计算的小型基金，Viewpoints 为其通讯",
   "region": "海外",
   "vs": "一致",
   "why": "把 Ray-Ban Meta 的销售当先行指标，称智能眼镜会是物理 AI 的消费者界面",
   "r": 1,
   "top": 0
  },
  {
   "t": "2025: The State of Consumer AI",
   "org": "Menlo Ventures",
   "au": "Shawn Carolan、Amy Wu Martin、Sam Borja",
   "date": "2025-06-26",
   "url": "https://menlovc.com/perspective/2025-the-state-of-consumer-AI/",
   "kind": "研究报告",
   "seg": [
    "c2"
   ],
   "co": [
    "Wispr Flow",
    "Matic"
   ],
   "gist": "Menlo 预测未来 18–24 个月语音 AI 会起飞，与未来的集成硬件结合会让 AI 变得环境化、主动化；同时消费级机器人会进家庭。",
   "cav": "报告主体是软件类消费 AI，设备相关只占其中两条预测，文中不讨论可穿戴",
   "region": "海外",
   "vs": "部分",
   "why": "预测语音 AI 加集成硬件会让 AI 环境化，但报告主体是软件，设备只占两条",
   "r": 1,
   "top": 0
  },
  {
   "t": "AI眼镜系列专题报告(二)：AI眼镜新品爆发元年 国产SOC主控崭露头角",
   "org": "国信证券",
   "au": "胡剑, 胡慧, 叶子, 张大为, 詹浏洋",
   "date": "2025-05-19",
   "url": "http://stockfinance.sina.cn/stock/go.php/paper/reportid/801019745237/index.phtml?vt=4",
   "kind": "研究报告",
   "seg": [
    "g1",
    "g2",
    "x1"
   ],
   "co": [
    "Meta Ray-Ban Display",
    "高通 Qualcomm Snapdragon AR1 / AR1+",
    "恒玄科技 Bestechnic",
    "小米 AI 眼镜"
   ],
   "gist": "国信引 Wellsenn XR 数据：2025 年第一季度 AI 眼镜销量 60 万台、同比增 216%，预计全年 550 万台；在研厂商超过 60 家；主控 SoC 约占整机 BOM 三成（Ray-Ban Meta 二代 BOM 约 174 美元、高通 AR1 占 31.6%）。",
   "cav": "来源是新浪财经研报页，不是国信官网；销量预测均为引用数据；已剔除个股推荐部分。",
   "region": "中国",
   "vs": "一致",
   "why": "显示 AI 眼镜已有 60 多家厂商，芯片是差异化关键，是新设备品类在成形",
   "r": 2,
   "top": 0
  },
  {
   "t": "What Comes After Mobile? Meta's Andrew Bosworth on AI and Consumer Tech",
   "org": "a16z",
   "au": "David George（访谈 Andrew Bosworth）",
   "date": "2025-04-24",
   "url": "https://a16z.com/after-mobile-consumer-tech-andrew-bosworth/",
   "kind": "访谈",
   "seg": [
    "g1",
    "g2",
    "g3"
   ],
   "co": [
    "Meta Ray-Ban Display",
    "Meta Ray-Ban Meta / Oakley Meta",
    "Orion"
   ],
   "gist": "a16z 增长基金的 George 与 Meta CTO 对话，核心判断是眼镜是后手机时代的最大候选，但 5 年内取代手机“几乎不可想象”；障碍是发明风险（成本材料）、采用风险（社交接受度）和生态风险（需要完整软件）。",
   "cav": "这是访谈，观点主要是受访者 Bosworth 的，不是 a16z 自己的判断",
   "region": "海外",
   "vs": "部分",
   "why": "Bosworth 称眼镜是后手机时代最大候选，但 5 年内取代手机几乎不可想象",
   "r": 1,
   "top": 1
  },
  {
   "t": "Investing in Sesame AI",
   "org": "a16z",
   "au": "Anjney Midha",
   "date": "2025-02-27",
   "url": "https://a16z.com/announcement/investing-in-sesame-ai/",
   "kind": "投资备忘",
   "seg": [
    "g2",
    "e1"
   ],
   "co": [
    "Sesame"
   ],
   "gist": "a16z 领投 Sesame A 轮，核心判断是下一代界面的答案不在 AR 眼镜的屏幕里，而在音频：去掉显示、做出情感自然的音频优先 AI 系统，才可能是无缝的计算体验；团队含 Oculus 联合创始人 Brendan Iribe。",
   "cav": "",
   "region": "海外",
   "vs": "一致",
   "why": "a16z 称下一代界面的答案不在 AR 眼镜屏幕而在音频，去掉屏幕做专用设备",
   "r": 1,
   "top": 1
  },
  {
   "t": "CES Field Report: Edge AI Might be the Future of Computing",
   "org": "Nightview Capital",
   "au": "The Nightview Team（Eric Markowitz、Daniel Crowley）",
   "date": "2025-01-14",
   "url": "https://www.nightviewcapital.com/ces-field-report-edge-ai-might-be-the-future-of-computing/",
   "kind": "市场分析",
   "seg": [
    "x1"
   ],
   "co": [
    "Innatera",
    "高通 Qualcomm Snapdragon AR1 / AR1+"
   ],
   "gist": "Nightview 看完 CES 2025 认为端侧推理（本地跑 AI）受物理、经济和实用性驱动，可能重塑计算，硬件重新变重要，“在哪处理”可能比算力大小更重要。",
   "cav": "Nightview 是公开市场基金，不是 VC；文中无市场规模数字",
   "region": "海外",
   "vs": "一致",
   "why": "认为端侧推理会让硬件重新变重要，计算从云端往设备下沉",
   "r": 1,
   "top": 0
  },
  {
   "t": "上周深圳那场最火的AI硬件沙龙，是这么说的｜Booming Hub回顾",
   "org": "蓝驰创投",
   "au": "",
   "date": "2024-12-27",
   "url": "https://www.lanchivc.com/7981/",
   "kind": "访谈",
   "seg": [
    "c1",
    "c3",
    "g1"
   ],
   "co": [
    "跃然创新 Haivivi",
    "可以科技 KEYi Tech",
    "闪极科技 SHARGE（loomos）"
   ],
   "gist": "蓝驰认为玩具是 AI 硬件里最早跑通 PMF 的细分赛道（文中举 BubblePal 三个月卖数万台、Loona 在 Kickstarter 一个月筹 300 万美元），并强调非共识和持续迭代；眼镜是长期佩戴的实时数据与 AI 服务载体是嘉宾观点。",
   "cav": "活动回顾稿，页面未署个人；其中大部分观点为创业者/嘉宾发言，蓝驰自己的判断只有开头几句；活动举办于 2024-12-20",
   "region": "中国",
   "vs": "一致",
   "why": "称 AI 玩具是最早跑通 PMF 的硬件，眼镜也是长期佩戴的载体：多品类并行",
   "r": 1,
   "top": 0
  },
  {
   "t": "Big Ideas in Tech for 2025",
   "org": "a16z",
   "au": "Oliver Hsu、Jennifer Li、Andrew Chen 等",
   "date": "2024-11",
   "url": "https://a16z.com/big-ideas-in-tech-2025/",
   "kind": "年度预测",
   "seg": [
    "g3",
    "x1",
    "c2"
   ],
   "co": [],
   "gist": "a16z 2025 年预测里与设备相关的条目：XR 头显/AR 眼镜先在机器人、自动驾驶、仿真等开发场景变得可用（Hsu），小模型在手机和 IoT 上本地运行的量会占主导（Li），AI 伙伴会主动发起对话（Chen）。",
   "cav": "页面正文未显示日期，月份来自搜索索引的发布日期；条目作者以各条署名为准",
   "region": "海外",
   "vs": "部分",
   "why": "设备相关只是几条分散预测：XR 先用于开发场景，小模型在手机和 IoT 本地跑",
   "r": 1,
   "top": 0
  },
  {
   "t": "关于AI硬件生命力的8点硬思考 | 云启 X 知行 Attent!on 深圳站回顾",
   "org": "云启资本",
   "au": "",
   "date": "2024-07-04",
   "url": "http://mp.weixin.qq.com/s?__biz=MzAwMjQ5MTQzOQ==&mid=2651342836&idx=1&sn=6a3dbde591f2417cf0410946bf07d392",
   "kind": "赛道论点",
   "seg": [
    "all",
    "r1",
    "c2"
   ],
   "co": [
    "Plaud"
   ],
   "gist": "云启称成熟品类（手机、耳机）里 AI 能力泛化后差异有限，AI 原生硬件的新机会在小众利基，如外骨骼、陪伴机器人、养老硬件；成功的新硬件“形态是新的，但需求是既有的”，比如 Plaud 解决录音这个老需求；好产品是合理的硬件形态加好的软件体验。",
   "cav": "原页抓取被验证拦截，正文只核对到搜索工具返回的部分页面文本，全文未读完；日期取自搜索索引的 7 月 4 日；是活动回顾稿。",
   "region": "中国",
   "vs": "一致",
   "why": "称机会在利基形态，而且是用新形态解决老需求，不是一个超级终端",
   "r": 2,
   "top": 0
  },
  {
   "t": "Remaking the UI for AI",
   "org": "a16z",
   "au": "Anjney Midha、Derrick Harris",
   "date": "2024-04-19",
   "url": "https://a16z.com/podcast/remaking-the-ui-for-ai/",
   "kind": "访谈",
   "seg": [
    "all"
   ],
   "co": [
    "Apple AirPods"
   ],
   "gist": "Midha 认为随着推理本地化，传感器、芯片和模型进步会让可穿戴 AI 产品成立，下一个界面会是文字、语音、视觉结合的 AI 伙伴；Apple 带起新的供应链（深度传感器、LiDAR 等），给创业公司尝试新形态的空间。",
   "cav": "播客 AI + a16z 单集的要点页，不是完整稿",
   "region": "海外",
   "vs": "一致",
   "why": "Midha 认为推理本地化后可穿戴 AI 产品会成立，下一个界面是 AI 伙伴",
   "r": 1,
   "top": 0
  }
 ]
}