research: audit 2026 infrastructure and social impact roster

2026-10-31 20:11:19 +08:00
parent 8eb3b888d1
commit 643c0df7aa
5 changed files with 380 additions and 18 deletions
@@ -184,7 +184,7 @@ async function main() {
  const research = await researchResponse.json();
  assert.equal(research.companies.length, 1178);
  assert.equal(research.categories.length, 11);
-  assert.equal(research.evidence.length, 4126);
+  assert.equal(research.evidence.length, 4143);
  assert.equal(research.observations.length, 453);
  assert.equal((await request("/api/research/ai-companies", { method: "POST", headers })).status, 405);
  const researchPage = await request("/docs/other-research/ai-company-research/overview", { headers });
@@ -48,7 +48,7 @@ test("research revisions share the authentication database and preserve replay l
    assert.equal(consumeCode(config, "invalid"), "limited");
    const initial = readResearchSnapshot();
    assert.equal(initial.companies.length, 1178);
-    assert.equal(initial.evidence.length, 4126);
+    assert.equal(initial.evidence.length, 4143);
    assert.equal(initial.observations.length, 453);
    assert.deepEqual(initial.candidateBatches, seed.candidateBatches, "candidate gaps persist in the same database metadata");
    assert.deepEqual(initial.directoryRechecks, seed.directoryRechecks, "follow-up classifications persist without rewriting the discovery audit");
@@ -89,7 +89,7 @@ test("research validation rejects broken evidence and unsafe source links", () =
 test("reviews link explicit companies without turning global or excluded cases into companies", () => {
  const snapshot = structuredClone(seed) as ResearchSnapshot;
  assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 198);
-  assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 77);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 79);
  assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 44);
  const review = snapshot.reviews.find((r) => r.id === "R4")!;
  assert.deepEqual(reviewCompanyIds(snapshot, review), ["AI007", "AI013", "AI021", "AI034"]);
@@ -430,7 +430,7 @@ test("unreconciled directory financials remain source reviews instead of income
  assert.ok(review.evidenceIds.includes("PH-TANA-DR"));
  assert.equal(reviewCompanyIds(snapshot, review).length, 0);
  assert.ok(!snapshot.observations.some((o) => o.evidence === "PH-TANA-DR"));
-  assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 102);
+  assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 104);
 });

 test("product pivots and founder histories do not become new company years or current revenue", () => {
@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-31-tc26-retail-media-1",
+  "version": "2026-10-31-tc26-city-social-1",
  "asOf": "2026-10-31",
  "scope": "全球公开资料研究：保留首批个案，并扩展核查2025—2026八个YC批次候选池；成立年份以官方公司页面字段为依据。",
  "limitations": [
@@ -89346,6 +89346,193 @@
      "kind": "官方/公司自述：2026零售与媒体组原始资料复核",
      "summary": "官网所链公司页自报2024、Austin及2—10范围；当前帖子讲MCP/AgentID连接AI助手草拟活动，真实消息须批准。",
      "limitation": "自报非独立注册，2026AI入口不重置公司年；未安装MCP、连接账户或发消息，关联14账户不作精确团队。"
+    },
+    {
+      "id": "TC26CS-ARDOOK-HOME",
+      "companyId": null,
+      "title": "Ardook Data家庭多模态数据",
+      "url": "https://data.ardook.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
+      "summary": "为机器人/物理AI采集真实家庭第一视角视频、任务图及交互事件；家庭操作者获报酬，覆盖熨烫等八类任务。",
+      "limitation": "无成立/独立法律主体、价格、实际合同或收入金额；页脚2026不当成立，数据授权/人工采集标注成本与持续订阅分开。"
+    },
+    {
+      "id": "TC26CS-ARDOOK-FOUNDER",
+      "companyId": null,
+      "title": "Ardook创始人原始沿革缓存",
+      "url": "https://www.linkedin.com/in/shogher-atanesyan",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
+      "summary": "原始搜索缓存由ShogherAtanesyan同时谈Ardook洗衣社会企业与ArdookData，联系域名与数据官网对应，并谈旧业务扩展Georgia。",
+      "limitation": "直达999与可读缓存分列；旧洗衣事业/家庭参与者收入不继承为数据业务ARR，原数据业务成立及是否新主体仍待核，不按竞赛或当前职务推年。"
+    },
+    {
+      "id": "TC26CS-COMMISSARY-HOME",
+      "companyId": null,
+      "title": "Commissary Club原域访问缺项",
+      "url": "https://commissary.club/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
+      "summary": "原名单域名可获得社区标题，网页工具无可读正文；业务依据另列原始公司页与旧发行人资料。",
+      "limitation": "官网外壳不当停业/零收入，不申请福利或提交个人信息。"
+    },
+    {
+      "id": "TC26CS-COMMISSARY-PROFILE",
+      "companyId": null,
+      "title": "Commissary Club当前公司自述",
+      "url": "https://www.linkedin.com/company/commissary-club",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
+      "summary": "同域公司页自报2025、SanJose、2—10范围；RichardBronson/RomanKisin团队，AI代填求职/住房/福利等表格，500人beta481完成为自报。",
+      "limitation": "beta完成不等付费/独立有效性测试；2025与旧同名平台沿革冲突待核，关联账户数不作精确团队。"
+    },
+    {
+      "id": "TC26CS-COMMISSARY-ISSUER",
+      "companyId": null,
+      "title": "Commissary Club旧发行人众筹原始资料",
+      "url": "https://republic.com/commissary-club",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
+      "summary": "2021-08-06截止的历史众筹列70MillionResourcesInc、FoundedAug2016；RichardBronson为母公司及CommissaryClub/70MillionJobs创始人。",
+      "limitation": "历史发行人资料非当前新主体确认；旧就业/社交业务ARR宣称、融资和预测不能继承给当前AI产品，历史募资结束不等当前公司停止运营。"
+    },
+    {
+      "id": "TC26CS-CONE-HOME",
+      "companyId": null,
+      "title": "ConeLabs原始联系入口",
+      "url": "https://conelabs.ai/contact/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
+      "summary": "原名单联系页可读，提供建筑检查平台及同域产品/关于入口、加拿大地址。",
+      "limitation": "页脚2024不是成立年；联系表存在不证明付费合同，未上传基础设施影像。"
+    },
+    {
+      "id": "TC26CS-CONE-YEAR",
+      "companyId": null,
+      "title": "ConeLabs当前原始公司年与交付",
+      "url": "https://www.linkedin.com/company/conelabs/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
+      "summary": "公司自报2023、Waterloo、2—10范围；图像测量/AI辅助结构缺陷检查及工程师审核，称2026被Consor收购。",
+      "limitation": "公司自述非独立登记/收购核验；70%更快、合规与训练质量未独立实测，不由2026收购重置年，母公司工程收入不作本软件ARR。"
+    },
+    {
+      "id": "TC26CS-FLOX-HOME",
+      "companyId": null,
+      "title": "Flox野生动物与基础设施产品",
+      "url": "https://floxintelligence.com",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
+      "summary": "官网以生物声学/AI与边缘设备管理野生动物冲突，面向机场、道路、农业等。",
+      "limitation": "计数器零值不当真实成效/零收入；客户Logo/60运营者为自述不当付费合同。首页Home available与About comingsoon分列，未独立测试。"
+    },
+    {
+      "id": "TC26CS-FLOX-YEAR",
+      "companyId": null,
+      "title": "Flox原始创始沿革",
+      "url": "https://floxintelligence.com/about",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
+      "summary": "创始故事自报Sara2020从KTHAI实验室衍生，Tomas三年后加入；现美国总部、瑞典根源。",
+      "limitation": "故事不是精确法人登记；美国总部/新产品不重置成立。设备部署/监测软件/人工服务分别核价，动物数量和客户避免损失不是自身ARR。"
+    },
+    {
+      "id": "TC26CS-INTERLINKED-HOME",
+      "companyId": null,
+      "title": "Interlinked原域访问范围",
+      "url": "https://interlynked.com",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
+      "summary": "原域页面标题为实时灾害情报，网页工具无正文，普通HTTP可获得同标题外壳。",
+      "limitation": "产品内容依公司页另列，不因JS外壳认定停业或零收入；未连接应急系统。"
+    },
+    {
+      "id": "TC26CS-INTERLINKED-YEAR",
+      "companyId": null,
+      "title": "Interlinked原始公司年与业务",
+      "url": "https://www.linkedin.com/company/interlinkedcorp/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
+      "summary": "公司页同域interlynked.com，自报2024、Berkeley及11—50范围；AI环境风险识别、野火响应建议及资源配置。",
+      "limitation": "自报非独立注册/有效性核验；关联43账户非精确员工，灾害避免损失/应急预算及援助款不是公司软件ARR。"
+    },
+    {
+      "id": "TC26CS-MOSQ-HOME",
+      "companyId": null,
+      "title": "Mosqitter当前设备与耗材",
+      "url": "https://mosqitter.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
+      "summary": "原域跳美国USD商店，出售捕蚊设备及诱引剂/网等耗材，另有Febris监测入口。",
+      "limitation": "硬件/耗材与AI数据服务分别计，产品价格、健康/控制效果主张及客户标识不当实际经常收入或独立测试。"
+    },
+    {
+      "id": "TC26CS-MOSQ-STORY",
+      "companyId": null,
+      "title": "Mosqitter原始创业故事",
+      "url": "https://mosqitter.com/en-us/pages/about-us",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
+      "summary": "公司称故事始于2018、AnastasiiaRomanova为联合创始人。",
+      "limitation": "2018为叙述起点非精确法人登记，与美国自报2021主体分列；AI新监测产品不重置公司年。"
+    },
+    {
+      "id": "TC26CS-MOSQ-PROFILE",
+      "companyId": null,
+      "title": "Mosqitter商会自提交公司档案",
+      "url": "https://www.uschamber.com/co/profiles/mosqitter-inc",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
+      "summary": "同域/同领导人公司档案自报Founded2021，设备及FebrisAI监测，累计收入超过140万美元。",
+      "limitation": "页面明确公司自行提交，商会不背书/认证；累计设备/数据混合收入不是年收入或ARR，未入收入观测。2018旧事业与2021自报美国实体均范围前。"
+    },
+    {
+      "id": "TC26CS-SNOW-HOME",
+      "companyId": null,
+      "title": "Snowbotix当前机器人平台与运营者",
+      "url": "https://snowbotix.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
+      "summary": "官网列RoboWorkXInc dbaSnowbotix，模块化机器人做除雪、割草和清扫，有自主感知与人工监督。",
+      "limitation": "传感精度/部署/可靠性等为厂商描述非独立测试；品牌和运营者沿革分列，不从机器人照片推付费合同。"
+    },
+    {
+      "id": "TC26CS-SNOW-YEAR",
+      "companyId": null,
+      "title": "Snowbotix原始公司年",
+      "url": "https://www.linkedin.com/company/snowbotix/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
+      "summary": "同域公司页自报2022、Ypsilanti及2—10范围，当前为RoboWorkX平台；校园运行/xTech验证是厂商自述。",
+      "limitation": "不作精确注册或独立工程验证，关联9账户不作精确团队；现品牌/母体不重置旧业务年。"
+    },
+    {
+      "id": "TC26CS-SNOW-MODEL",
+      "companyId": null,
+      "title": "Snowbotix原始RaaS商业条款说明",
+      "url": "https://snowbotix.com/company/commercial-model/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-31",
+      "kind": "官方/公司自述：2026城市基础设施与社会影响原始资料复核",
+      "summary": "按设备/月RaaS含硬件、配件、电池、充电和连接；另列一次现场接入、软件workspace/node及人工远程监督档、可选数据附加。现场评估后书面报价。",
+      "limitation": "月度混合RaaS不全当纯SaaS；持续服务可另列指标，但无公开固定价/实际合同，季节工成本比较不是本产品价格，现场接入一次费不年化。"
    }
  ],
  "reviews": [
@@ -96722,6 +96909,44 @@
        "TC26RM-SOUNDCHECK-YEAR"
      ],
      "handling": "不由2026参赛、新AI功能、投资/发布日或隐私条款年重置成立。Veritas芯片不自动作AI、Maka机构AI描述非当前实现证明；缓存/直达外壳/失败分别记录。具名102登记/99待登记、2空锚待对应，整体来源仍未完成。"
+    },
+    {
+      "id": "TC26CS-R-REVENUE",
+      "type": "家庭数据、硬件RaaS与行政服务收入边界",
+      "company": "2026城市基础设施5及社会影响2",
+      "scope": "dataset",
+      "summary": "数据采集/标注人工和授权、机器人硬件/耗材/连接/远程人工监督与软件净费分开；一次接入费不年化。",
+      "evidenceIds": [
+        "TC26CS-ARDOOK-HOME",
+        "TC26CS-ARDOOK-FOUNDER",
+        "TC26CS-COMMISSARY-ISSUER",
+        "TC26CS-CONE-YEAR",
+        "TC26CS-FLOX-HOME",
+        "TC26CS-INTERLINKED-YEAR",
+        "TC26CS-MOSQ-PROFILE",
+        "TC26CS-SNOW-MODEL"
+      ],
+      "handling": "无新增收入观测。Mosqitter累计140万美元非ARR；Commissary旧就业平台ARR/融资/预测不继承当前AI产品；Snowbotix月费为混合RaaS，软件/人工监督另报价，客户预算/避免损失/参与者收入不是自身软件ARR。"
+    },
+    {
+      "id": "TC26CS-R-ROSTER",
+      "type": "2026城市社会影响7项主体与成立边界",
+      "company": "2026总入口具名201URL",
+      "scope": "dataset",
+      "summary": "ConeLabs2023、Flox2020、Interlinked2024、Mosqitter2018故事/2021档案、Snowbotix2022暂范围外；ArdookData与旧洗衣事业、Commissary2025自报与2021同名旧母体沿革待核。",
+      "evidenceIds": [
+        "TC26AG-INDEX",
+        "TC26CS-ARDOOK-FOUNDER",
+        "TC26CS-COMMISSARY-PROFILE",
+        "TC26CS-COMMISSARY-ISSUER",
+        "TC26CS-CONE-YEAR",
+        "TC26CS-FLOX-YEAR",
+        "TC26CS-INTERLINKED-YEAR",
+        "TC26CS-MOSQ-STORY",
+        "TC26CS-MOSQ-PROFILE",
+        "TC26CS-SNOW-YEAR"
+      ],
+      "handling": "不以参赛/新AI产品/收购/总部或品牌变化重置成立。网页外壳/搜索缓存/自报档案分列，商会自提交不当独立认证；具名109登记/92待登记、另2空锚待对应，整体来源未完成。"
    }
  ],
  "coverage": {
@@ -107229,6 +107454,124 @@
          ]
        }
      ]
+    },
+    {
+      "id": "TC-2026-battlefield-city-social-1",
+      "sourceId": "S02",
+      "url": "https://techcrunch.com/2026/08/20/the-2026-startup-battlefield-200-is-here-see-who-made-the-cut/",
+      "accessedAt": "2026-10-31",
+      "scope": "2026智慧城市基础设施5及社会影响2原网址逐项核对：5旧成立暂范围外，ArdookData/CommissaryClub2成立及主体沿革待核。无新增主公司/收入；具名109登记/92待登记，空锚分列。",
+      "complete": false,
+      "records": [
+        {
+          "id": "TC26-CS-ARDOOK",
+          "name": "Ardook Data",
+          "url": "https://data.ardook.com",
+          "categoryId": "C02",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "note": "数据采集/授权暂C02；与旧洗衣社会企业同创始人/域名，但独立数据业务成立及主体待核，旧洗衣收入/参与者收入不作新AI软件ARR。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CS-ARDOOK-HOME",
+            "TC26CS-ARDOOK-FOUNDER"
+          ]
+        },
+        {
+          "id": "TC26-CS-COMMISSARY",
+          "name": "Commissary Club",
+          "url": "https://Commissary.Club",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "unavailable",
+          "status": "pending-year",
+          "note": "当前自报2025与2021同名同创始人/2016母体发行材料并列，当前AI产品是否独立新公司待核；暂C07行政申请工作流，不继承旧招聘ARR或募资。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CS-COMMISSARY-HOME",
+            "TC26CS-COMMISSARY-PROFILE",
+            "TC26CS-COMMISSARY-ISSUER"
+          ]
+        },
+        {
+          "id": "TC26-CS-CONE",
+          "name": "ConeLabs",
+          "url": "https://conelabs.ai/contact/",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "公司自报2023暂范围外；工程师审核的AI结构检测归C07，2026收购不重置成立，现场工程与软件净费分开。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CS-CONE-HOME",
+            "TC26CS-CONE-YEAR"
+          ]
+        },
+        {
+          "id": "TC26-CS-FLOX",
+          "name": "Flox Intelligence",
+          "url": "https://floxintelligence.com",
+          "categoryId": "C10",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "原始创始故事2020衍生暂范围外，C10边缘AI与动物行为设备；当前美国总部/新产品不重置年，未核软件独立收入。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CS-FLOX-HOME",
+            "TC26CS-FLOX-YEAR"
+          ]
+        },
+        {
+          "id": "TC26-CS-INTERLINKED",
+          "name": "Interlinked",
+          "url": "https://interlynked.com",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "unavailable",
+          "status": "outside-cohort",
+          "note": "同域公司页2024暂范围外，C07灾害响应专业软件，原域无正文与公司可读资料分列；公共预算/避免损失不作收入。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CS-INTERLINKED-HOME",
+            "TC26CS-INTERLINKED-YEAR"
+          ]
+        },
+        {
+          "id": "TC26-CS-MOSQ",
+          "name": "Mosqitter Inc",
+          "url": "https://mosqitter.com/",
+          "categoryId": "C10",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "2018创业故事及2021美国自报档案均范围前，C10设备/AI监测；累计140万美元不当ARR，商会档案为自提交不冒称独立财务核验。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CS-MOSQ-HOME",
+            "TC26CS-MOSQ-STORY",
+            "TC26CS-MOSQ-PROFILE"
+          ]
+        },
+        {
+          "id": "TC26-CS-SNOW",
+          "name": "Snowbotix",
+          "url": "https://snowbotix.com/",
+          "categoryId": "C10",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "note": "公司页2022暂范围外，当前RoboWorkX运营平台归C10；RaaS硬件/软件/人工监督与一次性接入分开，无实际收入金额，不把整包月费当纯软件ARR。",
+          "evidenceIds": [
+            "TC26AG-INDEX",
+            "TC26CS-SNOW-HOME",
+            "TC26CS-SNOW-YEAR",
+            "TC26CS-SNOW-MODEL"
+          ]
+        }
+      ]
    }
  ],
  "directoryRechecks": [
@@ -1,5 +1,5 @@
 {
-  "sourceVersion": "2026-10-31-tc26-retail-media-1",
+  "sourceVersion": "2026-10-31-tc26-city-social-1",
  "asOf": "2026-10-31",
  "metric": "platform-mrr-usd",
  "sampleUnit": "product-or-business",