Audit teleoperation, product continuity and trading fee boundaries
This commit is contained in:
@@ -184,7 +184,7 @@ async function main() {
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const research = await researchResponse.json();
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assert.equal(research.companies.length, 1196);
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assert.equal(research.categories.length, 11);
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assert.equal(research.evidence.length, 4536);
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assert.equal(research.evidence.length, 4548);
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assert.equal(research.observations.length, 453);
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assert.equal((await request("/api/research/ai-companies", { method: "POST", headers })).status, 405);
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const researchPage = await request("/docs/other-research/ai-company-research/overview", { headers });
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@@ -105,7 +105,7 @@ test("research revisions share the authentication database and preserve replay l
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assert.equal(consumeCode(config, "invalid"), "limited");
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const initial = readResearchSnapshot();
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assert.equal(initial.companies.length, 1196);
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assert.equal(initial.evidence.length, 4536);
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assert.equal(initial.evidence.length, 4548);
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assert.equal(initial.observations.length, 453);
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assert.deepEqual(initial.candidateBatches, seed.candidateBatches, "candidate gaps persist in the same database metadata");
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assert.deepEqual(initial.directoryRechecks, seed.directoryRechecks, "follow-up classifications persist without rewriting the discovery audit");
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@@ -146,7 +146,7 @@ test("research validation rejects broken evidence and unsafe source links", () =
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test("reviews link explicit companies without turning global or excluded cases into companies", () => {
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const snapshot = structuredClone(seed) as ResearchSnapshot;
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assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 207);
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assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 131);
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assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 133);
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assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 44);
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const review = snapshot.reviews.find((r) => r.id === "R4")!;
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assert.deepEqual(reviewCompanyIds(snapshot, review), ["AI007", "AI013", "AI021", "AI034"]);
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@@ -1,5 +1,5 @@
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{
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"version": "2026-10-31-yc-ai-revisit-13",
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"version": "2026-10-31-yc-ai-revisit-14",
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"asOf": "2026-10-31",
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"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。",
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"limitations": [
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@@ -94622,6 +94622,138 @@
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"kind": "公司自述/YC原始资料与研究摘要、缓存边界",
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"summary": "当前官网仍无可读正文，未获得产品价表、合同或模型说明。",
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"limitation": "空正文不证明停服、无收入或永久排除；保留当前模型/交付/实销缺项，不用第三方无源规格填补。"
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},
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{
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"id": "YCAIRE14-EDEN-HOME",
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"companyId": null,
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"title": "Eden当前按小时机器人服务报价",
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"url": "https://edenrobotics.ai/",
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"publishedAt": null,
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"accessedAt": "2026-10-31",
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"kind": "公司自述/YC原始资料与目录对应核查",
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"summary": "当前公开页仍机器人服务原$10/小时起、设置费0、企业机群销售入口，页脚Eden Robotics, Inc.；未给具体学习模型/任务实现。",
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"limitation": "报价不是实际工时、付费或ARR。零设置费/无需现场工程师不等供应方无折旧、人工接管、维护和安全成本；不据自主/physical agent标签直接认AI主营，不执行页面代码。"
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},
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{
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"id": "YCAIRE14-EDEN-YC",
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"companyId": null,
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"title": "Eden原YC按用量服务与旧创始事业分开",
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"url": "https://www.ycombinator.com/companies/eden-robotics",
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"publishedAt": null,
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"accessedAt": "2026-10-31",
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"kind": "公司自述/YC原始资料与目录对应核查",
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"summary": "YC可读自报2025/Team4，制造/物流半人形机器人按使用量雇用而非卖设备；创始人七位数广告公司是先前事业。",
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"limitation": "旧广告公司收入不继承为机器人业务，论文/博士履历非当前模型实现/独立产品测试；5分钟可教任务、即时部署均厂商描述，不证明实际能力或已售规模。"
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},
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{
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"id": "YCAIRE14-EDEN-TERMS",
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"companyId": null,
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"title": "Eden网站条款不是设备部署合同",
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"url": "https://edenrobotics.ai/terms-of-service",
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"publishedAt": "2026-08-23",
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"accessedAt": "2026-10-31",
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"kind": "公司自述/YC原始资料与目录对应核查",
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"summary": "条款自述网站运营者Eden Robotics, Inc.，内容不构成约束性报价，购买/试点/部署或服务须另行条款/协议。",
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"limitation": "不能据通用网站条款确认小时报价合同、生效工时、SLA或营收；条款适用法不替代登记/模型核验，保留实际交付与安全责任缺项。"
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},
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{
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"id": "YCAIRE14-EDEN-JOB",
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"companyId": null,
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"title": "Eden远程人工操作与数据采集成本",
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"url": "https://www.ycombinator.com/companies/eden-robotics/jobs/o06KKgL-founding-communications-engineer",
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"publishedAt": null,
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"accessedAt": "2026-10-31",
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"kind": "公司自述/YC原始资料与目录对应核查",
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"summary": "原YC招聘明确远程teleoperators实时控制机器人并采集数据的通信系统，涉及与VR/控制/硬件团队协作，要求2026-03-30前入职。",
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"limitation": "招聘是阶段/能力需求而非实际操作员人数、现人工比例或已部署证明。不能据autonomous营销推全无人/零人工毛利；也不因有遥操作确认没有AI，当前学习任务仍待核。"
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},
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{
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"id": "YCAIRE14-GA-HOME",
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"companyId": null,
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"title": "General Aviation数字塔台当前服务",
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"url": "https://www.generalaviation.com/",
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"publishedAt": null,
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"accessedAt": "2026-10-31",
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"kind": "公司自述/YC原始资料与目录对应核查",
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"summary": "当前官网为无传统塔台机场提供数字ATC塔，90%机场无塔台是其市场背景描述；没有公开AI模型、收费或客户部署详情。",
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"limitation": "远程空管基础设施不自动归AI自主决策；机场覆盖率不是本公司客户、订单或收入，安全/监管和识别效度未独立核，不把一般航空行业资料强配此新公司。"
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},
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{
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"id": "YCAIRE14-GA-CAREERS",
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"companyId": null,
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"title": "General Aviation控制员工作站与软件招聘",
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"url": "https://www.generalaviation.com/careers",
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"publishedAt": null,
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"accessedAt": "2026-10-31",
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"kind": "公司自述/YC原始资料与目录对应核查",
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"summary": "官网招聘机械/软件工程，明确远程塔台及controller station，软件C++/Python和界面技术，不列学习模型职责。",
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"limitation": "招聘不证明产品无AI或已获安全许可，控制员工作站应与无人空管分开；岗位数量不作在职人数，系统交付/支持/基础设施成本和实收仍缺。"
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},
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{
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"id": "YCAIRE14-AERNATA-YC-REDIRECT",
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"companyId": null,
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"title": "Pentagon原招聘反链现跳Aernata",
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"url": "https://www.ycombinator.com/companies/pentagon/jobs",
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"publishedAt": null,
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"accessedAt": "2026-10-31",
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"kind": "公司自述/YC原始资料与目录对应核查",
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"summary": "旧Pentagon官网Careers反链当前重定向Aernata/jobs，可读2026/Team2/Active、CO2清洁燃料，列Edgar Pavlovsky/Barrett Williams。",
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"limitation": "域/YC记录关联增强但不等独立法人/知识产权转移核验，当前化学AI任务仍未明确；旧AI产品与现化学业务不因此混同为同一当前交付，转型日期/持续经营待核。"
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},
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{
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"id": "YCAIRE14-PENTAGON-HOME",
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"companyId": null,
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"title": "旧Pentagon当前云Agent产品网站",
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"url": "https://pentagon.run/",
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"publishedAt": null,
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"accessedAt": "2026-10-31",
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"kind": "公司自述/YC原始资料与目录对应核查",
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"summary": "旧站仍可读云AI团队，Agent有云计算机/持久上下文、跨团队沟通及第三方模型/运行设施，页脚Arlington Labs, Inc.；商业入口为预约。",
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"limitation": "模型/平台Logo不是合作或自研模型/独立验证；对话示例非真实客户交付，未见可核价格/实收。旧站可读不能确定Aernata仍以该产品为主营或另算新公司。"
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},
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{
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"id": "YCAIRE14-PENTAGON-TERMS",
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"companyId": null,
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"title": "Pentagon Arlington主体与第三方模型合同自述",
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"url": "https://pentagon.run/terms",
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"publishedAt": null,
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"accessedAt": "2026-10-31",
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"kind": "公司自述/YC原始资料与目录对应核查",
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"summary": "条款更新2026年3月，自述Arlington Labs, Inc.提供Pentagon，接第三方Anthropic等模型并保存消息/Agent配置与任务状态；未给具体收费表。",
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"limitation": "仅月份不补具体发布日期，条款运营者不替登记。与当前云计算机/文件描述存在版本适用待核，不把用户文件内容或示例当可核交付，法人与现化学业务链仍缺。"
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},
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{
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"id": "YCAIRE14-AERNATA-DEALROOM",
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"companyId": null,
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"title": "Dealroom Aernata记录的同名/业务对应缺项",
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"url": "https://app.dealroom.co/companies/aernata",
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"publishedAt": null,
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"accessedAt": "2026-10-31",
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"kind": "公司自述/YC原始资料与目录对应核查",
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"summary": "目录原站搜索缓存标题/域为Aernata，但Made with AI简介写Arnata与物流Agent、跟踪/文档/承运商协商；与YC当前CO2甲醇描述及Pentagon不同。",
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"limitation": "目录AI生成简介不能作公司原始主营证据，未确认物流Arnata与化学Aernata同一主体，不迁入功能/价格/团队或收入。仅补来源对应核查，不代表已穷尽Dealroom或确认误标原因。"
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},
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{
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"id": "YCAIRE14-MOCHA-HOME",
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"companyId": null,
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"title": "Mochatrade衍生合约、候补与监管自述",
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"url": "https://mochatrade.com/",
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"publishedAt": null,
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"accessedAt": "2026-10-31",
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"kind": "公司自述/YC原始资料与目录对应核查",
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"summary": "原站说明印度卢比保证金/结算、价格跟踪美股的衍生合约而无股权/投票权；页脚ALSD Technologies Private Limited、FIU编号自述，访问为候补申请。",
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"limitation": "AI公司股票标的不等自身AI。订单、余额/成交量/图表为演示不作当前平台实绩或ARR；FIU/税务/法律宣传未独立核验不背书，未留电话/开户或交易。"
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},
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{
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"id": "YCAIRE14-MOCHA-TERMS",
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"companyId": null,
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"title": "Mochatrade手续费与本金/自营角色分开",
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"url": "https://mochatrade.com/terms",
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"publishedAt": "2026-10-27",
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"accessedAt": "2026-10-31",
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"kind": "公司自述/YC原始资料与目录对应核查",
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"summary": "读取条款主体/资金/费用章节：ALSD可为平台运营者及特定交易自营对手，客户INR入公司当前银行账户并在账本记余额；默认taker0.05%/maker0.02%，funding另计。",
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"limitation": "仅相关章节非逐条法律全文审查，费率/余额不证明实收。客户保证金/结算义务、自营损益、交易手续费和资金费需拆分，不能将入金或客户损失全当平台收入；监管/隔离及AI任务仍待核。"
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}
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],
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"reviews": [
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@@ -103128,6 +103260,42 @@
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"YCAIRE13-ORNADYNE-HOME"
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],
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"handling": "AI工程职责/招工、仿生、自动化和客户自主驾驶不替自身学习任务。原型、旧公司站点、客户节省与融资不作营收，图像示意不作合作。成立自述/缓存/无正文访问边界保留，不改原发现、不新增公司或财务观测。"
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},
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{
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"id": "YCAIRE14-R-STAGE",
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"type": "机器人遥操作、远程塔台与旧AI产品沿革",
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"company": "Eden Robotics / General Aviation / Aernata",
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"scope": "dataset",
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"summary": "Eden招聘明确遥操作/数据采集但当前学习任务仍缺，数字塔台有控制员工作站；Aernata化学与旧Pentagon反链/主体沿革分开。",
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"evidenceIds": [
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"YCAIRE14-EDEN-HOME",
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||||
"YCAIRE14-EDEN-YC",
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"YCAIRE14-EDEN-TERMS",
|
||||
"YCAIRE14-EDEN-JOB",
|
||||
"YCAIRE14-GA-HOME",
|
||||
"YCAIRE14-GA-CAREERS",
|
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"YCAIRE14-AERNATA-YC-REDIRECT",
|
||||
"YCAIRE14-PENTAGON-HOME",
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"YCAIRE14-PENTAGON-TERMS",
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"YCAIRE14-AERNATA-DEALROOM"
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],
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"handling": "三项继续pending-ai。按时机器人须核人工/折旧/有效工时，网站条款不作部署合同；远程空管不直接叫无人AI。Pentagon云AI存在不自动代表当前化学主营，Dealroom物流Arnata未对齐不迁能力/收入，原发现不改。"
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},
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{
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"id": "YCAIRE14-R-FEES",
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"type": "衍生平台交易净费、资金责任及演示边界",
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"company": "Mochatrade / Eden Robotics",
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"scope": "dataset",
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"summary": "Mochatrade条款默认taker5bps/maker2bps、funding另计，平台可能自营且客户INR入公司账户后账本记载；Eden按时服务报价不是已售工时。",
|
||||
"evidenceIds": [
|
||||
"YCAIRE14-EDEN-HOME",
|
||||
"YCAIRE14-EDEN-YC",
|
||||
"YCAIRE14-EDEN-TERMS",
|
||||
"YCAIRE14-EDEN-JOB",
|
||||
"YCAIRE14-MOCHA-HOME",
|
||||
"YCAIRE14-MOCHA-TERMS"
|
||||
],
|
||||
"handling": "四项均无收入观测新增。客户本金/保证金/结算义务与手续费、自营损益分开；报价/候补/演示不当实绩，FIU税法宣传非独立法律审查。Eden旧广告收入排除、网站报价与实际服务合同待核，不推软件ARR或财务造假。"
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||||
}
|
||||
],
|
||||
"coverage": {
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@@ -107737,9 +107905,13 @@
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"evidenceIds": [
|
||||
"UNCLEAR6-31489-YC",
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||||
"UNCLEAR6-31489-LAUNCH1",
|
||||
"UNCLEAR6-31489-HOME"
|
||||
"UNCLEAR6-31489-HOME",
|
||||
"YCAIRE14-EDEN-HOME",
|
||||
"YCAIRE14-EDEN-YC",
|
||||
"YCAIRE14-EDEN-TERMS",
|
||||
"YCAIRE14-EDEN-JOB"
|
||||
],
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||||
"note": "原ai-unclear，YC自报2025成立。按小时提供制造/物流机器人，官网10美元符号/小时起及零设置费；本轮未取得具体AI模型/学习任务证据，physical agents名称不单独确认AI主营。按时服务需拆折旧、现场维护和人工接管，不当软件MRR或零人工成本。 当前AI主营继续待核，不强行入表，也非永久排除。"
|
||||
"note": "原ai-unclear，YC自报2025成立。按小时提供制造/物流机器人，官网10美元符号/小时起及零设置费；本轮未取得具体AI模型/学习任务证据，physical agents名称不单独确认AI主营。按时服务需拆折旧、现场维护和人工接管，不当软件MRR或零人工成本。 当前AI主营继续待核，不强行入表，也非永久排除。 后续YC招聘明确远程人工操作员控制/采数据通信，不能按自主口号推零人工；原$10/时与零设置费须拆有效工时/折旧/支持，网站条款非部署合同。YC2025/4保留，旧广告七位数不继承，无明确学习任务仍待核。"
|
||||
},
|
||||
{
|
||||
"id": "YC-AI6-31501",
|
||||
@@ -107751,9 +107923,11 @@
|
||||
"status": "pending-ai",
|
||||
"evidenceIds": [
|
||||
"UNCLEAR6-31501-YC",
|
||||
"UNCLEAR6-31501-HOME"
|
||||
"UNCLEAR6-31501-HOME",
|
||||
"YCAIRE14-GA-HOME",
|
||||
"YCAIRE14-GA-CAREERS"
|
||||
],
|
||||
"note": "原ai-unclear，YC自报2026成立。机场数字/远程空管塔，当前官网未明确AI学习/识别核心；远程人工作业与AI自动空管需分开，基础设施客户规模不作收入或安全效度验证。 当前AI主营继续待核，不强行入表，也非永久排除。"
|
||||
"note": "原ai-unclear，YC自报2026成立。机场数字/远程空管塔，当前官网未明确AI学习/识别核心；远程人工作业与AI自动空管需分开，基础设施客户规模不作收入或安全效度验证。 当前AI主营继续待核，不强行入表，也非永久排除。 后续官网和招聘为远程数字塔/控制员工作站，未列模型；不因岗位无ML认定无AI，也不将90%无塔机场视为已获客户/收入/安全许可，继续待核。"
|
||||
},
|
||||
{
|
||||
"id": "YC-AI6-31505",
|
||||
@@ -107787,9 +107961,13 @@
|
||||
"UNCLEAR6-31512-YC",
|
||||
"UNCLEAR6-31512-LAUNCH1",
|
||||
"UNCLEAR6-31512-HOME",
|
||||
"UNCLEAR6-31512-OLD-PENTAGON"
|
||||
"UNCLEAR6-31512-OLD-PENTAGON",
|
||||
"YCAIRE14-AERNATA-YC-REDIRECT",
|
||||
"YCAIRE14-PENTAGON-HOME",
|
||||
"YCAIRE14-PENTAGON-TERMS",
|
||||
"YCAIRE14-AERNATA-DEALROOM"
|
||||
],
|
||||
"note": "原ai-unclear，YC自报2026成立。当前YC为CO2转甲醇化学公司，历史2026-05发布为Pentagon人/Agent协作。旧Pentagon官网仍可读、署名Arlington Labs，但与当前Aernata法律及业务延续未核；不能将旧AI业务搬成现行化学公司主营或成立/收入证明。 当前AI主营继续待核，不强行入表，也非永久排除。"
|
||||
"note": "原ai-unclear，YC自报2026成立。当前YC为CO2转甲醇化学公司，历史2026-05发布为Pentagon人/Agent协作。旧Pentagon官网仍可读、署名Arlington Labs，但与当前Aernata法律及业务延续未核；不能将旧AI业务搬成现行化学公司主营或成立/收入证明。 当前AI主营继续待核，不强行入表，也非永久排除。 后续旧Pentagon站Careers确跳YC Aernata/jobs，同Edgar/Barrett与2026/Team2，增强记录关联但当前化学AI/法人与转型仍缺。Pentagon仍Arlington Labs云Agent，旧月更新条款/现云产品分开；Dealroom Aernata简介却写Arnata物流AI，不迁入其能力/财务。仍待核，不重复新增主体。"
|
||||
},
|
||||
{
|
||||
"id": "YC-AI6-31516",
|
||||
@@ -107818,9 +107996,11 @@
|
||||
"evidenceIds": [
|
||||
"UNCLEAR6-31529-YC",
|
||||
"UNCLEAR6-31529-LAUNCH1",
|
||||
"UNCLEAR6-31529-HOME"
|
||||
"UNCLEAR6-31529-HOME",
|
||||
"YCAIRE14-MOCHA-HOME",
|
||||
"YCAIRE14-MOCHA-TERMS"
|
||||
],
|
||||
"note": "原ai-unclear，YC自报2026成立。面向印度的美股代币衍生品交易平台；AI公司标的、行情/执行自动化不证明自身AI主营。旧钱包200万安装/20亿交易量及市场规模不作当前收入；合规注册只保留自述、不作独立法律认定。 当前AI主营继续待核，不强行入表，也非永久排除。"
|
||||
"note": "原ai-unclear，YC自报2026成立。面向印度的美股代币衍生品交易平台；AI公司标的、行情/执行自动化不证明自身AI主营。旧钱包200万安装/20亿交易量及市场规模不作当前收入；合规注册只保留自述、不作独立法律认定。 当前AI主营继续待核，不强行入表，也非永久排除。 后续官网/条款ALSD与INR衍生合约无股权，候补入口/演示非实际已售。10月27条款taker0.05%/maker0.02%及funding另计，可能自营对手、客户入银行后账本余额和净费/结算义务需拆；非全部客户本金/损失都是平台收入，FIU与税法自述未独立核，AI仍待核。"
|
||||
},
|
||||
{
|
||||
"id": "YC-AI6-31530",
|
||||
|
||||
File diff suppressed because one or more lines are too long
@@ -1,5 +1,5 @@
|
||||
{
|
||||
"sourceVersion": "2026-10-31-yc-ai-revisit-13",
|
||||
"sourceVersion": "2026-10-31-yc-ai-revisit-14",
|
||||
"asOf": "2026-10-31",
|
||||
"metric": "platform-mrr-usd",
|
||||
"sampleUnit": "product-or-business",
|
||||
|
||||
Reference in New Issue
Block a user