Separate research, prototypes and current AI product evidence
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, 4524);
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assert.equal(research.evidence.length, 4536);
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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, 4524);
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assert.equal(initial.evidence.length, 4536);
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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, 129);
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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 === "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-12",
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"version": "2026-10-31-yc-ai-revisit-13",
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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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@@ -94490,6 +94490,138 @@
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"kind": "公司自述/YC原始产品、合同与收费资料",
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"summary": "条款初生效2025-11-14、更新2026-03-11，订阅自动续期、数据仅内部使用，禁止赌博/交易自动化/投资建议交付，与现价表自动策略营销并存。",
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"limitation": "条款日期不直接改写YC2026成立，项目/公司起点待核。不能据适用法Delaware推注册；许可/用途和产品页面版本需合同确认，不当违法或造假结论，未执行交易/批量取数。"
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},
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{
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"id": "YCAIRE13-AICE-HOME",
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"companyId": null,
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"title": "AICE原始首页缓存与读取缺项",
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"url": "https://aicepower.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原始资料与研究摘要、缓存边界",
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"summary": "原站搜索缓存为自主水下防务系统，称2026已完成水中原型测试，客户接洽/招聘；本轮网页工具拒解析Markdown类型，普通HTTP读取连接重置。",
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"limitation": "缓存不是现场全文读取，原型自述非部署/采购/营收或独立验证。感知/导航/自主措辞未明确学习模型，不把第三方AI标签/能源旧描述当当前AI交付，未取敏感作业资料。"
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},
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{
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"id": "YCAIRE13-AICE-COMPANY",
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"companyId": null,
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"title": "AICE主体设立与业务启动的年份口径",
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"url": "https://aicepower.com/company",
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"publishedAt": null,
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"accessedAt": "2026-10-31",
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"kind": "公司自述/YC原始资料与研究摘要、缓存边界",
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"summary": "公司原站搜索缓存记录2025 AICE POWER SAS设立、2026防务公司/海军系统计划启动与YC；CTO负责硬件/AI工程。",
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"limitation": "这为旧元数据2025与YC2026提供不同起点解释，仍非独立注册核验，不任选重写原发现。AI工程职责不等已交付具体模型/效果；直达不支持Markdown，产品/法人沿革与实际AI任务待核。"
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},
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{
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"id": "YCAIRE13-RIVER-HOME",
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"companyId": null,
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"title": "River执行设施的实际业务边界",
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"url": "https://www.rivermarkets.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原始资料与研究摘要、缓存边界",
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"summary": "当前原站为专业交易执行/统一API和数据，资金留客户各场所账户；保证金/托管/跨场所净额功能要求另询，机构Logo及2美分改进为自述。",
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"limitation": "prime brokerage营销不证明持牌经纪或全套金融功能。智能路由/执行算法不单独证明AI主营，Logo非付费/合同；客户资金、订单和850万融资非平台收入，未执行代码/交易。"
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},
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{
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"id": "YCAIRE13-RIVER-TERMS",
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"companyId": null,
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"title": "River Centos主体与费用缺项",
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"url": "https://www.rivermarkets.com/terms.html",
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"publishedAt": "2026-05-29",
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"accessedAt": "2026-10-31",
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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": "条款运营者Centos Group Inc.，为接入客户第三方账户的交易界面/执行层，声明不是交易所/经纪交易商或交易对手；邀请码访问，费用仅通用费/税/链及场所费责任。",
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"limitation": "合同声明非独立登记/牌照认定，未给实际平台收费表。第三方场所资产和费用不全归平台净费，安全控制与拟SOC2不是已核审计或独立AI技术验证。"
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},
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{
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"id": "YCAIRE13-RIVER-CASE",
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"companyId": null,
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"title": "River成交费用模型与实际净费区分",
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"url": "https://www.rivermarkets.com/insights/prediction-market-execution-economics.html",
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"publishedAt": "2026-08-09",
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"accessedAt": "2026-10-31",
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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": "公司原始例以7月28订单簿快照和假设被动成交比较5万份合约，模型含River原$53费、较单场所约945节省，明确假设成交不保证。",
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"limitation": "53只是示例费而非已收收入/普适费率，945是客户模型节省非平台收入，所谓live orderbook不等live成交。未核原始账簿/费表，不拿相对执行改善推ARR或利润。"
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},
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{
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"id": "YCAIRE13-RIVER-LLM-FORECAST",
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"companyId": null,
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"title": "River创始人共署LLM预测研究的用途",
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"url": "https://www.rivermarkets.com/insights/market-conditioned-prompting-mention-markets.html",
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"publishedAt": null,
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"accessedAt": "2026-10-31",
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"kind": "公司自述/YC原始资料与研究摘要、缓存边界",
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"summary": "公司研究介绍称Oscar Levy共署预印本，固定同一LLM无微调，利用旧文本/市场先验做概率更新；明确历史离线评估，不测实盘交易影响/成本。",
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"limitation": "读到公司摘要而非原预印本全文，不作独立复现或平台当前商用AI证明。此处MCP是Market-Conditioned Prompting，不同于Model Context Protocol；研究性能/概率非公司收入。"
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},
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{
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"id": "YCAIRE13-RIVER-LLM-FILTER",
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"companyId": null,
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"title": "River语义筛选研究与历史P&L归属",
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"url": "https://www.rivermarkets.com/insights/llm-semantic-risk-manager-prediction-markets.html",
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"publishedAt": null,
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"accessedAt": "2026-10-31",
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"kind": "公司自述/YC原始资料与研究摘要、缓存边界",
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"summary": "公司共署研究介绍LLM重排已通过统计筛选的关系，非发现所有关联；报告实验P&L原$4100→12500，并明确假设/回测不等实际交易，成本/流动性仍待后续。",
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"limitation": "只读公司摘要未核原论文/数据或实测，不能据共署论文升级已部署收费产品。实验盈亏非实盘客户收益、更非平台收入，研究存在但当前AI主营/产品化仍待核。"
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},
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{
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"id": "YCAIRE13-ASEON-HOME",
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"companyId": null,
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"title": "Aseon模块化服务站与第三方图像声明",
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"url": "https://aseon.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原始资料与研究摘要、缓存边界",
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"summary": "官网为充电/清洁/检查车队的机器人微型站，列1000万seed公告；页脚明确第三方车辆/名称/图像仅示意，未书面明示不表示合作。",
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"limitation": "原站不列可核模型、具体价格/合同或已部署收入。AV客户和robotic标签非自身AI证明，融资与伙伴图不作净费/客户，未提交表单。"
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},
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{
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"id": "YCAIRE13-ASEON-YC",
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"companyId": null,
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"title": "Aseon原YC目录的试点与旧部署归属",
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"url": "https://www.ycombinator.com/companies/industry/manufacturing-and-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原始资料与研究摘要、缓存边界",
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"summary": "原YC目录搜索缓存Aseon记录Team5，称Redwood City研发、准备与主要AV运营者试点；5000站/40城为此前Pushme至TIER-Dott旧业务。",
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"limitation": "目录聚合不同公司标签不混入AseonAI能力。计划试点非已付部署，旧站点和声称客户reset成本降50%不作本公司销售/收入；具体当前模型待核，本轮公司页无正文。"
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},
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{
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"id": "YCAIRE13-ASEON-TERMS",
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"companyId": null,
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"title": "Aseon网站条款与采购合同分开",
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"url": "https://aseon.com/terms",
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"publishedAt": "2026-05-07",
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"accessedAt": "2026-10-31",
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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": "网站条款自述Aseon Labs, Inc.、仍引用旧aseonlabs.com，为了解公司/服务的网站访问条款，产品保证需另行书面合同。",
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"limitation": "不是设备/机器人服务采购、订阅或SLA合同，不能据提及order/价格通则证明销售。网站条款/地址非独立注册，第三方图无合作声明保留，AI核心仍待核。"
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},
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{
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"id": "YCAIRE13-ORNADYNE-YC",
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"companyId": null,
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"title": "Ornadyne当前YC硬件与研究归属",
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"url": "https://www.ycombinator.com/companies/ornadyne",
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"publishedAt": null,
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"accessedAt": "2026-10-31",
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"kind": "公司自述/YC原始资料与研究摘要、缓存边界",
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"summary": "YC可读自报2026/Team4/Los Angeles，产品为仿鸟侦察硬件及自主飞行愿景；创始人论文/获奖与NASA/SpaceX旧经历分开。",
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"limitation": "未明确当前学习模型/AI任务，仿生/自主不自动确认AI。厂商时长/低噪等宣称不是独立性能或采购，旧论文与机构成果不归新公司交付/收入，不展开防务技术实现。"
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},
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{
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"id": "YCAIRE13-ORNADYNE-HOME",
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"companyId": null,
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"title": "Ornadyne当前域读取缺项",
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"url": "https://ornadyne.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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"reviews": [
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@@ -102964,6 +103096,38 @@
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"YCAIRE12-MADRONE-YCLAUNCH"
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],
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"handling": "模型来源第三方不妨碍应用分类，但不升模型研发或独立测试；AI客户、GPU效率模型与NVIDIA项目不自动证AI主营。设备/现场运维与银行/合规人工成本分别留缺，未新增收入观测或图表样本。"
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},
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{
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"id": "YCAIRE13-R-RIVER",
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"type": "LLM共署研究、执行费示例与收费产品分层",
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"company": "River Markets",
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"scope": "dataset",
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"summary": "共署LLM概率更新/语义筛选研究存在，但公司摘要明确离线/假设回测；执行例53费和945节省另为订单簿模型，不是实收。",
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"evidenceIds": [
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"YCAIRE13-RIVER-HOME",
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"YCAIRE13-RIVER-TERMS",
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"YCAIRE13-RIVER-CASE",
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"YCAIRE13-RIVER-LLM-FORECAST",
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"YCAIRE13-RIVER-LLM-FILTER"
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],
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"handling": "仍pending-ai，补当前模型集成/客户交付和合同净费，不能仅论文或Agent文档确认核心AI。MCP概率更新术语与工具协议分开；未核原预印本/实验数据，不称独立测试。prime营销/执行层条款和Centos主体声明保留，不推牌照/实际资产或ARR。"
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},
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{
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"id": "YCAIRE13-R-PHYSICAL",
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"type": "主体起点、机器人试点和自主硬件的AI资格",
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"company": "AICE / Aseon Labs / Ornadyne",
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"scope": "dataset",
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"summary": "AICE原站缓存2025设立/2026业务启动提供起点解释；Aseon仍试点准备、网站条款非采购；Ornadyne现YC硬件/自主愿景未补模型，三项继续AI待核。",
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"evidenceIds": [
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"YCAIRE13-AICE-HOME",
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"YCAIRE13-AICE-COMPANY",
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"YCAIRE13-ASEON-HOME",
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"YCAIRE13-ASEON-YC",
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||||
"YCAIRE13-ASEON-TERMS",
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"YCAIRE13-ORNADYNE-YC",
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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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"coverage": {
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@@ -107380,9 +107544,11 @@
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"evidenceIds": [
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"UNCLEAR5-31442-YC",
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"UNCLEAR5-31442-LAUNCH1",
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"UNCLEAR5-31442-HOME"
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"UNCLEAR5-31442-HOME",
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"YCAIRE13-AICE-HOME",
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"YCAIRE13-AICE-COMPANY"
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],
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"note": "原ai-unclear，YC自报2026年成立。自主水下防务系统；AI模型/学习任务未确认，官网HTML元数据成立2025与YC2026冲突保留。原型/需求及旧能源方向不作已核部署或收入。 AI主营继续待核，不计主公司表，也非永久排除。"
|
||||
"note": "原ai-unclear，YC自报2026年成立。自主水下防务系统；AI模型/学习任务未确认，官网HTML元数据成立2025与YC2026冲突保留。原型/需求及旧能源方向不作已核部署或收入。 AI主营继续待核，不计主公司表，也非永久排除。 后续原公司页搜索缓存分列2025 AICE POWER SAS设立/2026防务业务启动，解释可能不同起点，仍非独立登记且原发现不改。CTOAI工程与感知/自主措辞未补实际模型，仍待核；直达Markdown不支持/普通HTTP重置，缓存不当全文。"
|
||||
},
|
||||
{
|
||||
"id": "YC-AI5-31448",
|
||||
@@ -107410,9 +107576,14 @@
|
||||
"evidenceIds": [
|
||||
"UNCLEAR5-31450-YC",
|
||||
"UNCLEAR5-31450-LAUNCH1",
|
||||
"UNCLEAR5-31450-HOME"
|
||||
"UNCLEAR5-31450-HOME",
|
||||
"YCAIRE13-RIVER-HOME",
|
||||
"YCAIRE13-RIVER-TERMS",
|
||||
"YCAIRE13-RIVER-CASE",
|
||||
"YCAIRE13-RIVER-LLM-FORECAST",
|
||||
"YCAIRE13-RIVER-LLM-FILTER"
|
||||
],
|
||||
"note": "原ai-unclear，YC自报2026年成立。预测市场主经纪及跨市场执行；智能路由、量化策略或前雇主模型履历不足以证明核心AI主营。50M交易量、客户排名和850万融资不作公司净收入。 AI主营继续待核，不计主公司表，也非永久排除。"
|
||||
"note": "原ai-unclear，YC自报2026年成立。预测市场主经纪及跨市场执行；智能路由、量化策略或前雇主模型履历不足以证明核心AI主营。50M交易量、客户排名和850万融资不作公司净收入。 AI主营继续待核，不计主公司表，也非永久排除。 后续公司研究确有Oscar共署LLM离线预测/语义筛选介绍，但不证收费执行产品已集成AI；仅公司论文摘要未核原预印本，MCP概率更新不是MCP工具协议。回测P&L4100→12500与例中River53费/945客户节省不是已收收入。条款Centos Group Inc.自述执行层/非经纪及客户场所资金，与prime标题分开，仍待核。"
|
||||
},
|
||||
{
|
||||
"id": "YC-AI5-31457",
|
||||
@@ -107466,9 +107637,12 @@
|
||||
"evidenceIds": [
|
||||
"UNCLEAR6-31465-YC",
|
||||
"UNCLEAR6-31465-LAUNCH1",
|
||||
"UNCLEAR6-31465-HOME"
|
||||
"UNCLEAR6-31465-HOME",
|
||||
"YCAIRE13-ASEON-HOME",
|
||||
"YCAIRE13-ASEON-YC",
|
||||
"YCAIRE13-ASEON-TERMS"
|
||||
],
|
||||
"note": "原ai-unclear，YC自报2026成立。AV车队充电/清洁/检查机器人站。公开发布招聘ML/CV但未明确实际交付的学习任务；机器人硬件/AV客户不单独证明AI主营。5000站点属旧Pushme；客户每车增收5万与1000万融资均非当前收入，官网第三方车辆图仅示意。 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。AV车队充电/清洁/检查机器人站。公开发布招聘ML/CV但未明确实际交付的学习任务；机器人硬件/AV客户不单独证明AI主营。5000站点属旧Pushme；客户每车增收5万与1000万融资均非当前收入，官网第三方车辆图仅示意。 当前AI主营继续待核，不强行入表，也非永久排除。 后续官网第三方图明确仅示意，原YC目录仍研发并准备试点，旧Pushme5000站不继承。网站条款只管访问/产品保证另书面合同，非采购SLA/已售；未明当前模型，继续待核。"
|
||||
},
|
||||
{
|
||||
"id": "YC-AI6-31475",
|
||||
@@ -107546,9 +107720,11 @@
|
||||
"evidenceIds": [
|
||||
"UNCLEAR6-31486-YC",
|
||||
"UNCLEAR6-31486-LAUNCH1",
|
||||
"UNCLEAR6-31486-HOME"
|
||||
"UNCLEAR6-31486-HOME",
|
||||
"YCAIRE13-ORNADYNE-YC",
|
||||
"YCAIRE13-ORNADYNE-HOME"
|
||||
],
|
||||
"note": "原ai-unclear，YC自报2026成立。鸟形无人机/侦察硬件。自主飞行、仿生和创始人航天履历未提供明确AI模型/学习任务；官网无可读正文，示范/论文履历不自动证明实销或模型性能。 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。鸟形无人机/侦察硬件。自主飞行、仿生和创始人航天履历未提供明确AI模型/学习任务；官网无可读正文，示范/论文履历不自动证明实销或模型性能。 当前AI主营继续待核，不强行入表，也非永久排除。 后续YC可读2026/Team4/LA，仍仿鸟侦察及自主愿景、未明学习模型。论文/旧机构经历非新产品实测/收入，根域无正文不作停服，仍待核。"
|
||||
},
|
||||
{
|
||||
"id": "YC-AI6-31489",
|
||||
|
||||
File diff suppressed because one or more lines are too long
@@ -1,5 +1,5 @@
|
||||
{
|
||||
"sourceVersion": "2026-10-31-yc-ai-revisit-12",
|
||||
"sourceVersion": "2026-10-31-yc-ai-revisit-13",
|
||||
"asOf": "2026-10-31",
|
||||
"metric": "platform-mrr-usd",
|
||||
"sampleUnit": "product-or-business",
|
||||
|
||||
Reference in New Issue
Block a user