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补核6项缺年候选并以登记证据纳入Zymbly

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Codex Bot
2026-10-31 16:38:01 +08:00
parent ac04839571
commit baaea4fc61
6 changed files with 489 additions and 14 deletions
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apps/docs/scripts/auth-cli.ts
+2 -2
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@@ -182,9 +182,9 @@ async function main() {
assert.equal(researchResponse.status, 200, "authenticated research API");
assert.ok(researchResponse.headers.get("cache-control")?.includes("no-store"));
const research = await researchResponse.json();
assert.equal(research.companies.length, 1154);
assert.equal(research.companies.length, 1155);
assert.equal(research.categories.length, 11);
assert.equal(research.evidence.length, 3375);
assert.equal(research.evidence.length, 3401);
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 });
apps/docs/tests/research.test.ts
+4 -4
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@@ -23,8 +23,8 @@ test("research revisions share the authentication database and preserve replay l
for (let i = 0; i < 20; i++) consumeCode(config, "invalid");
assert.equal(consumeCode(config, "invalid"), "limited");
const initial = readResearchSnapshot();
assert.equal(initial.companies.length, 1154);
assert.equal(initial.evidence.length, 3375);
assert.equal(initial.companies.length, 1155);
assert.equal(initial.evidence.length, 3401);
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");
@@ -85,7 +85,7 @@ test("reviews link explicit companies without turning global or excluded cases i
test("disclosure counts exclude client income, biographies, targets and duplicate milestones", () => {
const snapshot = seed as ResearchSnapshot;
const summary = categorySummary(snapshot);
assert.equal(summary.reduce((n, c) => n + c.count, 0), 1154);
assert.equal(summary.reduce((n, c) => n + c.count, 0), 1155);
assert.equal(summary.reduce((n, c) => n + c.self, 0), 58);
assert.equal(summary.reduce((n, c) => n + c.estimate, 0), 2);
assert.equal(summary.reduce((n, c) => n + c.platform, 0), 19);
@@ -406,7 +406,7 @@ 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, 34);
assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 39);
});
test("product pivots and founder histories do not become new company years or current revenue", () => {
content/research/ai-companies.seed.json
+470 -1
View File
@@ -1,5 +1,5 @@
{
"version": "2026-10-31-missing-year-2",
"version": "2026-10-31-missing-year-3",
"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": [
@@ -35852,6 +35852,46 @@
"UNCLEAR8-37272-LAUNCH1"
]
}
},
{
"id": "YC31278",
"name": "Zymbly",
"url": "https://www.ycombinator.com/companies/zymbly",
"channel": "S01",
"cat": "C07",
"year": 2025,
"team": 0,
"location": "英国；全球主体待核",
"business": "航空零件采购Agent，检索替代零件、比较供应商并准备需审批的订单，兼有维修助手。",
"buyer": "航空公司、MRO和维修/采购团队",
"delivery": "Zymbly英国16187087于2025-01-15成立，前名Newton Education至2025-07-08，董事名与YC创始人相符；按登记2025入表，全球主体/旧教育业务边界待核。当前AI航空零件采购与旧维修助手分开，示例零件报价/节省不是平台收入。",
"notes": "Zymbly英国16187087于2025-01-15成立，前名Newton Education至2025-07-08，董事名与YC创始人相符；按登记2025入表，全球主体/旧教育业务边界待核。当前AI航空零件采购与旧维修助手分开，示例零件报价/节省不是平台收入。",
"cohort": "英国官方登记2025-01-15；全球主体沿革待核",
"teamBasis": "YC Team Size 0，缺失/占位可能，不表示无员工",
"price": "未取得实际合同或收费金额",
"stage": "公开产品/客户主张；实际收费与部署待核",
"sourceType": "YC、公司官网与英国官方登记",
"evidenceIds": [
"MISSINGYEAR3-31278-YC",
"MISSINGYEAR3-31278-HOME",
"MISSINGYEAR3-31278-LAUNCH1",
"MISSINGYEAR3-31278-REGISTER",
"MISSINGYEAR3-31278-OFFICERS"
],
"revenueStatus": "unknown",
"extraUrl": "https://www.zymbly.com/",
"businessModel": "航空专业软件/采购流程与实施，订阅或服务净收费待核；客户零件货款另算",
"entityBasis": "英国16187087及董事名与YC对应，原Newton Education与全球法人仍待补",
"classificationBasis": "人工复核：当前航空采购/维修工作流归行业应用，不将客户零件交易算软件收入",
"technicalReview": {
"level": "description",
"reviewedAt": "2026-10-31",
"summary": "AI采购/维修工作流为厂商描述；未测试、核验适航或独立准确率。",
"evidenceIds": [
"MISSINGYEAR3-31278-HOME",
"MISSINGYEAR3-31278-YC"
]
}
}
],
"observations": [
@@ -80068,6 +80108,292 @@
"kind": "公司自述官方资料复核",
"summary": "原54项第13—18项：2旧业务范围外、4成立年待核；累计18项有外部补核，余36项。",
"limitation": "Maywood虽有公司自报2025仍缺法律主体/登记；未新增主公司或收入观测。"
},
{
"id": "MISSINGYEAR3-31278-YC",
"companyId": "YC31278",
"title": "Zymbly：缺年复核",
"url": "https://www.ycombinator.com/companies/zymbly",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "The decision-support layer for aviation ops teams to know what to do…；成立字段空，团队自报0。",
"limitation": "团队0不解释为无人；批次/发布时间不代替成立日。"
},
{
"id": "MISSINGYEAR3-31278-HOME",
"companyId": "YC31278",
"title": "Zymbly：当前官网",
"url": "https://www.zymbly.com/",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "Zymbly英国16187087于2025-01-15成立，前名Newton Education至2025-07-08，董事名与YC创始人相符；按登记2025入表，全球主体/旧教育业务边界待核。当前AI航空零件采购与旧维修助手分开，示例零件报价/节省不是平台收入。",
"limitation": "仅按本轮可读资料分类；法律主体、财务和技术效果缺项保留。"
},
{
"id": "MISSINGYEAR3-31311-YC",
"companyId": null,
"title": "Cardinal：缺年复核",
"url": "https://www.ycombinator.com/companies/trycardinal-ai",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "Revenue Agents for GTM teams；成立字段空，团队自报0。",
"limitation": "团队0不解释为无人；批次/发布时间不代替成立日。"
},
{
"id": "MISSINGYEAR3-31311-HOME",
"companyId": null,
"title": "Cardinal：当前官网",
"url": "https://trycardinal.com/",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "Cardinal当前销售Agent，历史同页2023能源Copilot/2025文档API；旧发布并不证明现法人同一，成立和主体沿革继续待核。客户Claybird 70k收入、Leafpress会议数非Cardinal营收，不混同其他Cardinal公司。",
"limitation": "仅按本轮可读资料分类；法律主体、财务和技术效果缺项保留。"
},
{
"id": "MISSINGYEAR3-31381-YC",
"companyId": null,
"title": "GovGuard：缺年复核",
"url": "https://www.ycombinator.com/companies/govguard",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "Automating Government Workflows, starting with FOIA；成立字段空，团队自报0。",
"limitation": "团队0不解释为无人；批次/发布时间不代替成立日。"
},
{
"id": "MISSINGYEAR3-31381-HOME",
"companyId": null,
"title": "GovGuard：当前官网",
"url": "https://govguard.com/",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "GovGuard政府FOIA检索/删改/草稿助手，条款GovGuard Inc.生效2026-07-07不是注册日；原BoardWatch/物流事业不迁收入。政府拨款续约、人审和实施成本待核，SOC2仍准备检查，试点非合同营收。",
"limitation": "仅按本轮可读资料分类；法律主体、财务和技术效果缺项保留。"
},
{
"id": "MISSINGYEAR3-31388-YC",
"companyId": null,
"title": "Elyra：缺年复核",
"url": "https://www.ycombinator.com/companies/elyra",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "AI Reservation System for Restaurants ；成立字段空，团队自报5。",
"limitation": "团队0不解释为无人；批次/发布时间不代替成立日。"
},
{
"id": "MISSINGYEAR3-31388-HOME",
"companyId": null,
"title": "Elyra：当前官网",
"url": "https://www.elyrasystems.com/",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "Elyra餐厅电话/邮件/排座Agent，条款Elyra Inc.更新2026-04-13不作成立日；瑞典/美国主体关系待核。订阅、语音/SMS额度、代餐厅收no-show费分开，客户订位增收非自身ARR；页面计数0是提取状态不补零。",
"limitation": "仅按本轮可读资料分类；法律主体、财务和技术效果缺项保留。"
},
{
"id": "MISSINGYEAR3-31425-YC",
"companyId": null,
"title": "WonderTx：缺年复核",
"url": "https://www.ycombinator.com/companies/wondertx",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "Extrapolative AI to unlock First-in-Class drugs；成立字段空，团队自报3。",
"limitation": "团队0不解释为无人；批次/发布时间不代替成立日。"
},
{
"id": "MISSINGYEAR3-31425-HOME",
"companyId": null,
"title": "WonderTx：当前官网",
"url": "https://wondertx.ai/",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "WonderTx自述外推AI发现口服小分子，4靶点实验验证非获批疗效，模型/权重/独立复现未读；成立/主体待核。200B疾病机会非公司收入，伙伴实验和未来授权/药物销售不能混算ARR。",
"limitation": "仅按本轮可读资料分类；法律主体、财务和技术效果缺项保留。"
},
{
"id": "MISSINGYEAR3-31435-YC",
"companyId": null,
"title": "Lumius：缺年复核",
"url": "https://www.ycombinator.com/companies/lumius",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "Fast, smart, accessible 3D ultrasound that anyone can use；成立字段空，团队自报4。",
"limitation": "团队0不解释为无人；批次/发布时间不代替成立日。"
},
{
"id": "MISSINGYEAR3-31435-HOME",
"companyId": null,
"title": "Lumius：当前官网",
"url": "https://www.lumius-imaging.com/",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "Lumius三维超声AI/混合现实研发，穿戴方向仍in development；成立/主体未给。官网明确未由FDA评估且不用于医疗诊断治疗，仿体扫描/10倍成本比较非临床效度或实际收入，不将硬件销售当ARR。",
"limitation": "仅按本轮可读资料分类；法律主体、财务和技术效果缺项保留。"
},
{
"id": "MISSINGYEAR3-31278-LAUNCH1",
"companyId": "YC31278",
"title": "Zymbly: The Copilot for Aircraft Maintenance",
"url": "https://www.ycombinator.com/launches/PLV-zymbly-the-copilot-for-aircraft-maintenance",
"publishedAt": "2026-02-03",
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "YC当前页所挂发布元数据：2026-02-03，Zymbly: The Copilot for Aircraft Maintenance",
"limitation": "本批仅用于产品沿革线索，未声称逐篇重新读完；不以旧发布认定同法人/成立日或迁移收入。"
},
{
"id": "MISSINGYEAR3-31311-LAUNCH1",
"companyId": null,
"title": "Cardinal: AI Platform for Precision Outbound",
"url": "https://www.ycombinator.com/launches/PSq-cardinal-ai-platform-for-precision-outbound",
"publishedAt": "2026-02-17",
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "YC当前页所挂发布元数据：2026-02-17，Cardinal: AI Platform for Precision Outbound",
"limitation": "本批仅用于产品沿革线索，未声称逐篇重新读完；不以旧发布认定同法人/成立日或迁移收入。"
},
{
"id": "MISSINGYEAR3-31311-LAUNCH2",
"companyId": null,
"title": "Cardinal: The Most Accurate Document Intelligence API",
"url": "https://www.ycombinator.com/launches/OCC-cardinal-the-most-accurate-document-intelligence-api",
"publishedAt": "2025-08-18",
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "YC当前页所挂发布元数据：2025-08-18，Cardinal: The Most Accurate Document Intelligence API",
"limitation": "本批仅用于产品沿革线索，未声称逐篇重新读完；不以旧发布认定同法人/成立日或迁移收入。"
},
{
"id": "MISSINGYEAR3-31311-LAUNCH3",
"companyId": null,
"title": "🍁 AI Copilot for Energy Data",
"url": "https://www.ycombinator.com/launches/Izd-ai-copilot-for-energy-data",
"publishedAt": "2023-07-12",
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "YC当前页所挂发布元数据：2023-07-12，🍁 AI Copilot for Energy Data",
"limitation": "本批仅用于产品沿革线索，未声称逐篇重新读完；不以旧发布认定同法人/成立日或迁移收入。"
},
{
"id": "MISSINGYEAR3-31381-LAUNCH1",
"companyId": null,
"title": "GovGuard — Automating government workflows, starting with FOIA 🏛️",
"url": "https://www.ycombinator.com/launches/Q1V-govguard-automating-government-workflows-starting-with-foia",
"publishedAt": "2026-04-22",
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "YC当前页所挂发布元数据：2026-04-22，GovGuard — Automating government workflows, starting with FOIA 🏛️",
"limitation": "本批仅用于产品沿革线索，未声称逐篇重新读完；不以旧发布认定同法人/成立日或迁移收入。"
},
{
"id": "MISSINGYEAR3-31388-LAUNCH1",
"companyId": null,
"title": "Elyra | AI Reservation System for Restaurants",
"url": "https://www.ycombinator.com/launches/QNp-elyra-ai-reservation-system-for-restaurants",
"publishedAt": "2026-05-16",
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "YC当前页所挂发布元数据：2026-05-16，Elyra | AI Reservation System for Restaurants",
"limitation": "本批仅用于产品沿革线索，未声称逐篇重新读完；不以旧发布认定同法人/成立日或迁移收入。"
},
{
"id": "MISSINGYEAR3-31425-LAUNCH1",
"companyId": null,
"title": "WonderTx: Extrapolative AI to Unlock First-in-Class Drugs",
"url": "https://www.ycombinator.com/launches/T5S-wondertx-extrapolative-ai-to-unlock-first-in-class-drugs",
"publishedAt": "2026-08-24",
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "YC当前页所挂发布元数据：2026-08-24，WonderTx: Extrapolative AI to Unlock First-in-Class Drugs",
"limitation": "本批仅用于产品沿革线索，未声称逐篇重新读完；不以旧发布认定同法人/成立日或迁移收入。"
},
{
"id": "MISSINGYEAR3-31435-LAUNCH1",
"companyId": null,
"title": "Lumius — The 3D Camera for the Body",
"url": "https://www.ycombinator.com/launches/QI0-lumius-the-3d-camera-for-the-body",
"publishedAt": "2026-05-08",
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "YC当前页所挂发布元数据：2026-05-08，Lumius — The 3D Camera for the Body",
"limitation": "本批仅用于产品沿革线索，未声称逐篇重新读完；不以旧发布认定同法人/成立日或迁移收入。"
},
{
"id": "MISSINGYEAR3-31278-REGISTER",
"companyId": "YC31278",
"title": "Zymbly英国登记",
"url": "https://find-and-update.company-information.service.gov.uk/company/16187087",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方企业登记",
"summary": "16187087于2025-01-15成立，前名NEWTON EDUCATION LTD至2025-07-08。",
"limitation": "英国注册年已核，全球公司/前教育业务法律边界仍待核。"
},
{
"id": "MISSINGYEAR3-31278-OFFICERS",
"companyId": "YC31278",
"title": "Zymbly董事关联",
"url": "https://find-and-update.company-information.service.gov.uk/company/16187087/officers",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "官方企业登记",
"summary": "Benjamin Jacob、Azmat Habibullah、Robert Bourke与YC创始人名对应。",
"limitation": "董事关联不作完整集团/收入并表证明。"
},
{
"id": "MISSINGYEAR3-31381-TERMS",
"companyId": null,
"title": "GovGuard合同范围",
"url": "https://www.govguard.com/terms",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "GovGuard Inc.订阅；费用按Order Form，政府续约受拨款可得性影响，最终输出须人审。",
"limitation": "条款日期不是注册，订阅期/拨款风险不是已经实现ARR，未核采购/付款。"
},
{
"id": "MISSINGYEAR3-31388-TERMS",
"companyId": null,
"title": "Elyra运营主体及资金",
"url": "https://www.elyrasystems.com/terms",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "Elyra Inc.特拉华运营者；订阅、用量、短信/语音额度以及代客户no-show费。",
"limitation": "协议更新非注册；代客户处理资金不当平台净收入，瑞典/美国关系未核。"
},
{
"id": "MISSINGYEAR3-31425-ABOUT",
"companyId": null,
"title": "WonderTx研发范围",
"url": "https://wondertx.ai/about.html",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "自述外推模型与伙伴项目验证，替代注射药为目标。",
"limitation": "200B机会非收入，早期结合/结构实验与获批药物/临床结果分开。"
},
{
"id": "MISSINGYEAR3-INDEX-POOL",
"companyId": null,
"title": "缺年第三批6项",
"url": "https://www.ycombinator.com/companies",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司自述官方资料复核",
"summary": "原缺年54项第19—24项：Zymbly关联公司，5项成立年/主体沿革继续待核。",
"limitation": "累计24项外部补核：1关联、7范围外、15缺年、1 AI待核，余30项。"
}
],
"reviews": [
@@ -86371,6 +86697,27 @@
"MISSINGYEAR2-31271-HOME"
],
"handling": "Rapidfolio客户节省/旧Sable、Maywood行业交易、Jinba用户、VOYGR地点库/免费通话均不进ARR；硬件/实施/人工/数据许可和软件收入待拆。"
},
{
"id": "MISSINGYEAR3-R-BOUNDARY",
"type": "成立登记、旧产品链及临床/收入边界",
"company": "缺年第三批6项",
"scope": "dataset",
"summary": "Zymbly登记补2025，Cardinal2023旧发布仍待主体连续；GovGuard人审/拨款，Elyra代收费用，WonderTx实验与Lumius研发状态分别记录。",
"evidenceIds": [
"MISSINGYEAR3-INDEX-POOL",
"MISSINGYEAR3-31278-HOME",
"MISSINGYEAR3-31278-REGISTER",
"MISSINGYEAR3-31311-HOME",
"MISSINGYEAR3-31381-HOME",
"MISSINGYEAR3-31381-TERMS",
"MISSINGYEAR3-31388-HOME",
"MISSINGYEAR3-31388-TERMS",
"MISSINGYEAR3-31425-HOME",
"MISSINGYEAR3-31425-ABOUT",
"MISSINGYEAR3-31435-HOME"
],
"handling": "客户销售/节省、零件货款、行业TAM、仿体/靶点验证均非自身ARR；无新增收入观测，原发现计数不改。"
}
],
"coverage": {
@@ -92254,6 +92601,114 @@
]
}
]
},
{
"id": "YC-MISSING-YEAR-3",
"sourceId": "S01",
"url": "https://www.ycombinator.com/companies",
"accessedAt": "2026-10-31",
"scope": "原缺年54项第19—24项；1关联、5缺年，累计24项外部补核、余30项；历史发布本批仅元数据沿革线索，不声称重新读全文。",
"complete": false,
"records": [
{
"id": "YC-MISSING3-31278",
"name": "Zymbly",
"url": "https://www.ycombinator.com/companies/zymbly",
"categoryId": "C07",
"kind": "company",
"profileStatus": "readable",
"status": "linked",
"note": "Zymbly英国16187087于2025-01-15成立，前名Newton Education至2025-07-08，董事名与YC创始人相符；按登记2025入表，全球主体/旧教育业务边界待核。当前AI航空零件采购与旧维修助手分开，示例零件报价/节省不是平台收入。",
"evidenceIds": [
"MISSINGYEAR3-31278-YC",
"MISSINGYEAR3-31278-HOME",
"MISSINGYEAR3-31278-LAUNCH1",
"MISSINGYEAR3-31278-REGISTER",
"MISSINGYEAR3-31278-OFFICERS"
],
"companyId": "YC31278"
},
{
"id": "YC-MISSING3-31311",
"name": "Cardinal",
"url": "https://www.ycombinator.com/companies/trycardinal-ai",
"categoryId": "C06",
"kind": "company",
"profileStatus": "readable",
"status": "pending-year",
"note": "Cardinal当前销售Agent，历史同页2023能源Copilot/2025文档API；旧发布并不证明现法人同一，成立和主体沿革继续待核。客户Claybird 70k收入、Leafpress会议数非Cardinal营收，不混同其他Cardinal公司。",
"evidenceIds": [
"MISSINGYEAR3-31311-YC",
"MISSINGYEAR3-31311-HOME",
"MISSINGYEAR3-31311-LAUNCH1",
"MISSINGYEAR3-31311-LAUNCH2",
"MISSINGYEAR3-31311-LAUNCH3"
]
},
{
"id": "YC-MISSING3-31381",
"name": "GovGuard",
"url": "https://www.ycombinator.com/companies/govguard",
"categoryId": "C07",
"kind": "company",
"profileStatus": "readable",
"status": "pending-year",
"note": "GovGuard政府FOIA检索/删改/草稿助手，条款GovGuard Inc.生效2026-07-07不是注册日；原BoardWatch/物流事业不迁收入。政府拨款续约、人审和实施成本待核，SOC2仍准备检查，试点非合同营收。",
"evidenceIds": [
"MISSINGYEAR3-31381-YC",
"MISSINGYEAR3-31381-HOME",
"MISSINGYEAR3-31381-LAUNCH1",
"MISSINGYEAR3-31381-TERMS"
]
},
{
"id": "YC-MISSING3-31388",
"name": "Elyra",
"url": "https://www.ycombinator.com/companies/elyra",
"categoryId": "C07",
"kind": "company",
"profileStatus": "readable",
"status": "pending-year",
"note": "Elyra餐厅电话/邮件/排座Agent，条款Elyra Inc.更新2026-04-13不作成立日；瑞典/美国主体关系待核。订阅、语音/SMS额度、代餐厅收no-show费分开，客户订位增收非自身ARR；页面计数0是提取状态不补零。",
"evidenceIds": [
"MISSINGYEAR3-31388-YC",
"MISSINGYEAR3-31388-HOME",
"MISSINGYEAR3-31388-LAUNCH1",
"MISSINGYEAR3-31388-TERMS"
]
},
{
"id": "YC-MISSING3-31425",
"name": "WonderTx",
"url": "https://www.ycombinator.com/companies/wondertx",
"categoryId": "C07",
"kind": "company",
"profileStatus": "readable",
"status": "pending-year",
"note": "WonderTx自述外推AI发现口服小分子，4靶点实验验证非获批疗效，模型/权重/独立复现未读；成立/主体待核。200B疾病机会非公司收入，伙伴实验和未来授权/药物销售不能混算ARR。",
"evidenceIds": [
"MISSINGYEAR3-31425-YC",
"MISSINGYEAR3-31425-HOME",
"MISSINGYEAR3-31425-LAUNCH1",
"MISSINGYEAR3-31425-ABOUT"
]
},
{
"id": "YC-MISSING3-31435",
"name": "Lumius",
"url": "https://www.ycombinator.com/companies/lumius",
"categoryId": "C10",
"kind": "company",
"profileStatus": "readable",
"status": "pending-year",
"note": "Lumius三维超声AI/混合现实研发，穿戴方向仍in development；成立/主体未给。官网明确未由FDA评估且不用于医疗诊断治疗，仿体扫描/10倍成本比较非临床效度或实际收入，不将硬件销售当ARR。",
"evidenceIds": [
"MISSINGYEAR3-31435-YC",
"MISSINGYEAR3-31435-HOME",
"MISSINGYEAR3-31435-LAUNCH1"
]
}
]
}
],
"directoryRechecks": [
@@ -93584,6 +94039,20 @@
"UNCLEAR8-37272-HOME"
],
"reason": "当前资料补足AI任务/专用运行设施，补证入表。10月30发布仍是半便携原型/小数据集，官网最终外形为目标；199美元符号预约不是完整最终价或收入。200+WPM及短校准通用模型未独立核，官网无可读正文/预约页不可访问，不按示意图认定已量产。 不回写1428原审计及928初始新增。"
},
{
"ycId": 31278,
"originalStatus": "year-outside-or-missing",
"companyId": "YC31278",
"reviewedAt": "2026-10-31",
"evidenceIds": [
"MISSINGYEAR3-31278-YC",
"MISSINGYEAR3-31278-HOME",
"MISSINGYEAR3-31278-LAUNCH1",
"MISSINGYEAR3-31278-REGISTER",
"MISSINGYEAR3-31278-OFFICERS"
],
"reason": "原缺年目录经英国官方登记与董事关联补足2025注册线索，保留原Newton Education名称及全球主体待核，不回写原发现。"
}
]
}
content/research/ai-companies.sources.json
+2 -2
View File
@@ -1,5 +1,5 @@
{
"version": "2026-10-31-missing-year-2",
"version": "2026-10-31-missing-year-3",
"scopeConfirmedAt": "2026-10-30",
"acceptance": "以确认的公开来源清单为边界，逐条核对并标明缺项。",
"provenance": "S01—S12恢复自已提交用户的《AI公司研究_来源与分类模板》来源清单；S13—S16单列后续已使用的补充证据渠道，不将使用次数当作全量覆盖。",
@@ -16,7 +16,7 @@
"initialAccess": "官网目录可访问",
"boundary": "已读取八个2025—2026批次镜像候选池1428条，再核YC官方页面；不声称覆盖全部YC历年或未公开公司。",
"limitation": "批次不等于成立年；不代表全部公司",
"nextCheck": "已统一企业141、行业252、模型标签26、开发标签51、其余标签34项，共504项新增主营复核。当前928条原YC新增记录保留发现来源，其中基础项871条均已做主营人工复核（871条），57条深化个案。C05规则89保留27/移62，C05标签52保留10/移42；C07规则184保留135/移49，C07标签68保留39/移29；模型标签26保留17/移9，开发标签51保留16/移35，其余标签34保留16/移18。主营复核仍含C00/短简介/混合交付缺项，不等完整产品/技术/财务审计。Tasklet及Native新产品与旧业务链保留，发现审计不改；Freya、Epicenter、Stellon许可及公开材料/厂商基准范围分开。客户收入、估价、资产、节省、管线/意向、预订需求、旧公司收入与示例排除自身ARR；Locke服务run-rate不等ARR，Mixy历史MRR/捐赠、Isengard无期间收入分开。各批证据、观测、核查与主体/收费/人工成本缺项均保留；全部确认来源清单的候选范围、AI不明/成立冲突及公司财务技术缺项继续核，不能声称全来源研究完成。 原AI不明192项已按原顺序补核八批192项：103新增、7复用（含此前已核EveryApp）、82保留AI主营待核，共110关联；没有再把EveryApp额外加1，全池192项均有可回查后续记录。原发现审计/928初始新增不回写；已读全池不等82项均确认AI，更不等268年范围外/缺失、6日期冲突和其他来源全部完成。Rhem交付后租赁/旧买断、Subvocal预约、EveryApp托管计划/Cloudflare费/OpenSEO套餐、ObsessionDB资源估算与BYOC年度运维分开，不新增可比MRR；市政债未来模块、原型/健康/倍速演示及Clean模型实现缺项保留。 原268项年份范围外/缺失已按原快照拆为214项列2022—2024（4/30/180）和54项无年，不称214项本轮登记核验。另6项日期冲突全池已补现官网和2025旧发布，均成立年待核，未新增公司；运营者/条款日期不替注册证据，Layers现AI核心待核，客户销售/利润计算器和前事业收入排除。 原54缺年已复读YC字段均仍空；外部补核首12项：5旧业务范围外、6缺年、1转AI待核，42项外部核查待续。政府登记与公司年份自述分开，美国/集团沿革、Inactive及新旧交付限制保留，无公司/收入新增。 缺年第二批6项：Milliray/DroneTector与Jinba/Carnot旧业务排除，4继续缺年；累计18项外部补核（7范围外/10缺年/1 AI待核），36项待续。Maywood公司自报2025及登记缺项、Q2Q Inactive和客户金额/按成功电话计费边界保留。"
"nextCheck": "已统一企业141、行业252、模型标签26、开发标签51、其余标签34项，共504项新增主营复核。当前928条原YC新增记录保留发现来源，其中基础项871条均已做主营人工复核（871条），57条深化个案。C05规则89保留27/移62，C05标签52保留10/移42；C07规则184保留135/移49，C07标签68保留39/移29；模型标签26保留17/移9，开发标签51保留16/移35，其余标签34保留16/移18。主营复核仍含C00/短简介/混合交付缺项，不等完整产品/技术/财务审计。Tasklet及Native新产品与旧业务链保留，发现审计不改；Freya、Epicenter、Stellon许可及公开材料/厂商基准范围分开。客户收入、估价、资产、节省、管线/意向、预订需求、旧公司收入与示例排除自身ARR；Locke服务run-rate不等ARR，Mixy历史MRR/捐赠、Isengard无期间收入分开。各批证据、观测、核查与主体/收费/人工成本缺项均保留；全部确认来源清单的候选范围、AI不明/成立冲突及公司财务技术缺项继续核，不能声称全来源研究完成。 原AI不明192项已按原顺序补核八批192项：103新增、7复用（含此前已核EveryApp）、82保留AI主营待核，共110关联；没有再把EveryApp额外加1，全池192项均有可回查后续记录。原发现审计/928初始新增不回写；已读全池不等82项均确认AI，更不等268年范围外/缺失、6日期冲突和其他来源全部完成。Rhem交付后租赁/旧买断、Subvocal预约、EveryApp托管计划/Cloudflare费/OpenSEO套餐、ObsessionDB资源估算与BYOC年度运维分开，不新增可比MRR；市政债未来模块、原型/健康/倍速演示及Clean模型实现缺项保留。 原268项年份范围外/缺失已按原快照拆为214项列2022—2024（4/30/180）和54项无年，不称214项本轮登记核验。另6项日期冲突全池已补现官网和2025旧发布，均成立年待核，未新增公司；运营者/条款日期不替注册证据，Layers现AI核心待核，客户销售/利润计算器和前事业收入排除。 原54缺年已复读YC字段均仍空；外部补核首12项：5旧业务范围外、6缺年、1转AI待核，42项外部核查待续。政府登记与公司年份自述分开，美国/集团沿革、Inactive及新旧交付限制保留，无公司/收入新增。 缺年第二批6项：Milliray/DroneTector与Jinba/Carnot旧业务排除，4继续缺年；累计18项外部补核（7范围外/10缺年/1 AI待核），36项待续。Maywood公司自报2025及登记缺项、Q2Q Inactive和客户金额/按成功电话计费边界保留。 缺年第三批6项：Zymbly经英国登记2025入表、5项继续缺年；累计24项外部补核（1关联/7范围外/15缺年/1 AI待核），余30项。前Newton Education/全球主体、Cardinal旧产品、GovGuard拨款/人审、Elyra代收与医疗研发边界保留。"
},
{
"id": "S02",
content/research/ai-income-analysis.json
+1 -1
View File
@@ -1,5 +1,5 @@
{
"sourceVersion": "2026-10-31-missing-year-2",
"sourceVersion": "2026-10-31-missing-year-3",
"asOf": "2026-10-31",
"metric": "platform-mrr-usd",
"sampleUnit": "product-or-business",
scripts/audit-ai-research.py
+10 -4
View File
@@ -173,12 +173,18 @@ def missing_year_followups():
assert len(set(urls)) == len(urls) and set(urls) <= original
evidence = {e['id']: e for e in DATA['evidence']}
for row in rows:
assert row['status'] in {'outside-cohort', 'pending-year', 'pending-ai'}
assert not row.get('companyId') and row.get('evidenceIds')
assert all(eid in evidence and evidence[eid]['companyId'] is None for eid in row['evidenceIds'])
assert row['status'] in {'outside-cohort', 'pending-year', 'pending-ai', 'linked'}
assert row.get('evidenceIds')
if row['status'] == 'linked':
matches = [r for r in DATA.get('directoryRechecks', []) if r['companyId'] == row.get('companyId')]
assert len(matches) == 1 and matches[0]['originalStatus'] == 'year-outside-or-missing'
assert all(eid in evidence and evidence[eid]['companyId'] == row['companyId'] for eid in row['evidenceIds'])
else:
assert not row.get('companyId')
assert all(eid in evidence and evidence[eid]['companyId'] is None for eid in row['evidenceIds'])
counts = Counter(row['status'] for row in rows)
return ['', '## 原缺少成立年名单的后续覆盖', '',
f"原快照缺年{len(original)}项，外部补核已有{len(rows)}项：{counts['outside-cohort']}项既有主体/业务范围外、{counts['pending-year']}项成立年待核、{counts['pending-ai']}项AI主营待核，{len(original)-len(rows)}项尚无本系列外部补核记录。", '',
f"原快照缺年{len(original)}项，外部补核已有{len(rows)}项：{counts['linked']}项关联公司、{counts['outside-cohort']}项既有主体/业务范围外、{counts['pending-year']}项成立年待核、{counts['pending-ai']}项AI主营待核，{len(original)-len(rows)}项尚无本系列外部补核记录。", '',
'当前YC缺年字段复读与外部主体核查分别统计。登记创建日、公司自述年、产品发布、条款更新和批次不相互替代；已查英国或法国主体不代表完整集团沿革已核。原54项发现计数不回写，也不以Inactive补零收入。', '']