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research: link Voltair inspection service and review post-acquisition billing

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Codex Bot
2026-10-31 22:05:44 +08:00
parent 92f7bcffbd
commit 2f525f97e3
5 changed files with 273 additions and 29 deletions
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apps/docs/scripts/auth-cli.ts
+2 -2
View File
@@ -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, 1190);
assert.equal(research.companies.length, 1191);
assert.equal(research.categories.length, 11);
assert.equal(research.evidence.length, 4443);
assert.equal(research.evidence.length, 4455);
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
+12 -12
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@@ -104,8 +104,8 @@ 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, 1190);
assert.equal(initial.evidence.length, 4443);
assert.equal(initial.companies.length, 1191);
assert.equal(initial.evidence.length, 4455);
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");
@@ -145,8 +145,8 @@ 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, 201);
assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 116);
assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 202);
assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 117);
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"]);
@@ -166,11 +166,11 @@ 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), 1190);
assert.equal(summary.reduce((n, c) => n + c.count, 0), 1191);
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);
assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 1111);
assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 1112);
assert.equal(snapshot.companies.find((c) => c.name === "Rork")?.revenueStatus, "unknown");
assert.equal(snapshot.companies.find((c) => c.name === "Result")?.revenueStatus, "unknown");
assert.ok(snapshot.observations.filter((o) => o.selection === "signal").every((o) => o.scope === "公司整体"));
@@ -205,7 +205,7 @@ test("service run rates, legacy freight revenue and paid adoption do not become
test("technical reviews keep accessible materials separate from tested capabilities", () => {
const snapshot = structuredClone(seed) as ResearchSnapshot;
assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 175);
assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 176);
assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 25);
assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "independent-test").length, 1);
assert.equal(snapshot.companies.find((c) => c.id === "AI051")?.revenueStatus, "unknown");
@@ -609,9 +609,9 @@ test("the third uncertain cohort retains shutdowns, unknown scale and mixed data
const original = coverageAudit.records.filter((r) => r.status === "ai-unclear").slice(48, 72);
assert.equal(batch.complete, false);
assert.deepEqual(batch.records.map((r) => r.url), original.map((r) => r.source));
assert.equal(batch.records.filter((r) => r.status === "linked").length, 13);
assert.equal(batch.records.filter((r) => r.status === "pending-ai").length, 11);
for (const name of ["Voltair", "Mirabelle", "ZeroSettle", "Kyten Technologies"]) {
assert.equal(batch.records.filter((r) => r.status === "linked").length, 14);
assert.equal(batch.records.filter((r) => r.status === "pending-ai").length, 10);
for (const name of ["Mirabelle", "ZeroSettle", "Kyten Technologies"]) {
assert.equal(batch.records.find((r) => r.name === name)!.companyId, undefined);
}
const klaus = snapshot.companies.find((c) => c.id === "YC31084")!;
@@ -790,8 +790,8 @@ test("all original AI-unclear candidates retain a unique follow-up without count
assert.equal(rows.length, 192);
assert.equal(new Set(rows.map((r) => r.url)).size, 192);
assert.deepEqual(rows.map((r) => r.url), original.map((r) => r.source));
assert.equal(rows.filter((r) => r.status === "linked").length, 112);
assert.equal(rows.filter((r) => r.status === "pending-ai").length, 80);
assert.equal(rows.filter((r) => r.status === "linked").length, 113);
assert.equal(rows.filter((r) => r.status === "pending-ai").length, 79);
assert.equal(snapshot.directoryRechecks!.filter((r) => r.ycId === 36088).length, 1);
const everyapp = rows.find((r) => r.name === "EveryApp")!;
assert.equal(everyapp.companyId, "AI074");
content/research/ai-companies.seed.json
+255 -11
View File
@@ -1,5 +1,5 @@
{
"version": "2026-10-31-yc-ai-revisit-5",
"version": "2026-10-31-yc-ai-revisit-6",
"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": [
@@ -37345,6 +37345,50 @@
"YCAIRE5-SAVA-PRESS"
]
}
},
{
"id": "YC31003",
"name": "Voltair",
"url": "https://www.ycombinator.com/companies/voltair",
"channel": "S01",
"cat": "C10",
"year": 2025,
"team": 5,
"location": "San Francisco（YC自述）；法律注册待核",
"business": "智能无人机电力巡检及数据服务，配套地面基础设施；大学原始资料明确同名项目AI引导巡检。",
"buyer": "电力公司/合作社等基础设施运营方",
"delivery": "无人机、地面站、现场飞行与RGB/热成像/LiDAR数据服务；KCEC原始稿有使用记录，实际合同及算法版本待核。",
"notes": "2025大学AI引导项目与当前同品牌服务结合关联，具体AI模型/当前算法沿革仍缺；大学项目不是性能实测。创始人说明从电线充电原型转地面站；客户同文Firescape AI火险平台不属于Voltair，Logo/使用报道非付款。",
"cohort": "2025成立据既有YC自报及创始人2025夏全职创业说明，法律注册待核；W26批次非成立年",
"teamBasis": "既有YC2026-10-31自报Team5，本轮YC无正文不称人数实时复核；创始人数非全员",
"price": "创始人原始HN称按杆塔收巡检服务费，未给金额/重复期限；现场运营、设备和软件净费待分摊",
"stage": "原始客户稿有巡检使用，创始人曾自述首合同和拟付费飞行；批量规模/收款与独立性能未核",
"sourceType": "YC既有自述、当前官网、大学原始刊、客户原稿及创始人Launch HN",
"evidenceIds": [
"UNCLEAR3-31003-YC",
"UNCLEAR3-31003-LAUNCH1",
"UNCLEAR3-31003-LAUNCH2",
"UNCLEAR3-31003-HOME",
"YCAIRE6-VOLTAIR-HOME",
"YCAIRE6-VOLTAIR-UW",
"YCAIRE6-VOLTAIR-CLIENT",
"YCAIRE6-VOLTAIR-HN"
],
"revenueStatus": "unknown",
"businessModel": "按杆塔的巡检服务；含设备/飞行现场运营/数据处理，软件净收入占比与重复期限待核",
"entityBasis": "同品牌巡检任务及创始人/公司域关联，大学项目至法律主体/算法与知识产权转移仍待核",
"classificationBasis": "以AI引导项目延续的实体巡检服务归C10，保留当前模型实现缺项；不把客户另一AI平台能力继承",
"extraUrl": "https://www.voltairlabs.com/",
"technicalReview": {
"level": "description",
"reviewedAt": "2026-10-31",
"summary": "大学原文补AI关联，客户原稿补部署；未得模型架构、当前算法版本或独立对照测试，旧原型/新地面站与客户其他AI工具分开。",
"evidenceIds": [
"YCAIRE6-VOLTAIR-UW",
"YCAIRE6-VOLTAIR-HOME",
"YCAIRE6-VOLTAIR-CLIENT"
]
}
}
],
"observations": [
@@ -93337,6 +93381,138 @@
"kind": "公司/投资方原始资料及访问边界",
"summary": "公司页反链generalastro.com，列微重力研究/制造机器人及2—10人；发布参会、赞助与招聘动态。",
"limitation": "关联账号不等精确员工数，NASA人员参加同一活动/致辞和公司参会不作政府采购、合同或产品实测证据；未取得具体AI架构或实际收入。"
},
{
"id": "YCAIRE6-MINISWAP-HOME",
"companyId": null,
"title": "Miniswap当前目录与地区展示",
"url": "https://miniswap.gg/",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司/大学/客户原始资料及缓存边界",
"summary": "当前根域跳/es地区页，仍是微缩模型交易目录、按商品目录自动填表及库存导入，含商品挂牌价与推荐赠额。",
"limitation": "地区跳转不等公司迁址，商品数量/价格/买家信用额不当GMV、净收入或ARR；自动填表不单独证明AI主营，不与同名加密交易项目混同。"
},
{
"id": "YCAIRE6-MINISWAP-FEES",
"companyId": null,
"title": "Miniswap平台费与支付处理分开",
"url": "https://miniswap.gg/help-center/seller/payouts-and-fees",
"publishedAt": "2026-07-17",
"accessedAt": "2026-10-31",
"kind": "公司/大学/客户原始资料及缓存边界",
"summary": "原费用页列7%平台费仅按商品成交价收取、不含运税；Stripe处理费另按含运税总订单值收取，规则还列卖方取消率触发调费。",
"limitation": "报价与规则不证实际成交/收入；卖家结算、运费/税及支付方费用不全归平台，不能直接挂牌价乘7%当ARR。实际取消/退款与适用合同待核。"
},
{
"id": "YCAIRE6-MINISWAP-CONFLICT",
"companyId": null,
"title": "Miniswap较旧比较页与当前费用规则差异",
"url": "https://miniswap.gg/help-center/blog/miniswap-vs-ebay",
"publishedAt": "2026-06-10",
"accessedAt": "2026-10-31",
"kind": "公司/大学/客户原始资料及缓存边界",
"summary": "较旧自家比较页称无惩罚档，而后费用页存在取消率调费规则；比较表以假设订单说明平台费和支付处理费不同基数。",
"limitation": "保留页面版本差异，不任选最优条件当实际合同；厂商竞争比较不是独立费率审计，示例订单不作销售实绩，未核第三方平台当期费表。"
},
{
"id": "YCAIRE6-VOLTAIR-HOME",
"companyId": "YC31003",
"title": "Voltair当前传感巡检服务与原型变化",
"url": "https://www.voltairlabs.com/",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司/大学/客户原始资料及缓存边界",
"summary": "当前网站为电力巡检无人机加地面基础设施，采集RGB/热成像/LiDAR数据，含任务规划与试点联系入口。",
"limitation": "技术规格/Logo为自述，未验证模型与续航；早期电线充电原型与现地面站方案分列。招聘原链接本轮404、旧索引机器学习技能不当当前功能证明。"
},
{
"id": "YCAIRE6-VOLTAIR-UW",
"companyId": "YC31003",
"title": "华盛顿大学原始Voltair项目AI关联",
"url": "https://www.engr.washington.edu/sites/default/files/news/newsletter/docs/trend-newsletter-spring2025.pdf",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司/大学/客户原始资料及缓存边界",
"summary": "大学2025春季工程刊PDF第10页（印刷18页）将Voltair项目描述为AI引导的电力巡检无人机服务，并列学生创业竞赛经历。",
"limitation": "原始大学项目描述补AI任务关联，不是模型架构、独立性能测试或法人登记；学生项目至当前产品具体算法沿革仍待核，竞赛奖不作公司收入。"
},
{
"id": "YCAIRE6-VOLTAIR-CLIENT",
"companyId": "YC31003",
"title": "KCEC原始客户巡检部署报道",
"url": "https://kitcarson.com/wp-content/uploads/2026/03/KCEC-Wildfire-Mitigation-Update-March-27-2026-1.pdf",
"publishedAt": "2026-03-27",
"accessedAt": "2026-10-31",
"kind": "公司/大学/客户原始资料及缓存边界",
"summary": "电力合作社KCEC原始稿称扩大使用Voltair无人机巡检远程电力设施；同文另列Firescape为AI火险分析平台。",
"limitation": "客户部署是外部使用证据，非独立模型测试或已收账款，未列金额/收费。Firescape的AI能力不能归给Voltair；客户总会员与项目投资不继承为平台客户/收入。"
},
{
"id": "YCAIRE6-VOLTAIR-HN",
"companyId": "YC31003",
"title": "Voltair创始人原始按杆塔服务费及转型",
"url": "https://news.ycombinator.com/item?id=47442452",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司/大学/客户原始资料及缓存边界",
"summary": "创始人原始Launch HN说明由电线充电原型转向地面站，2025夏全职创业；按杆塔收巡检服务费，自述首个主要合同及计划首个付费飞行。",
"limitation": "计划付费不是已收收入，未给金额或重复合同期限；人工现场、飞行运营、设备与数据处理成本待分摊，客户/竞品节省不归公司营收，未独立运行或验证。"
},
{
"id": "YCAIRE6-DOME-ACQUIRE",
"companyId": null,
"title": "Dome原始收购与取消付费订阅公告",
"url": "https://www.domeapi.io/blog/dome-joins-polymarket",
"publishedAt": "2026-02-19",
"accessedAt": "2026-10-31",
"kind": "公司/大学/客户原始资料及缓存边界",
"summary": "公司原始公告索引称加入Polymarket，当日取消所有付费订阅/不再扣款，原付费功能保留；3月31日后不保证支持或SLA。",
"limitation": "本轮原文直达无正文，依据原站搜索缓存而非现场全文；公告不证明当前已停服/清算或实际退款执行，不能继续把旧报价当当前ARR，也不把未知收入填零。"
},
{
"id": "YCAIRE6-DOME-PARTNER",
"companyId": null,
"title": "Dome与OpenServ整合的角色及日期差异",
"url": "https://domeapi.io/blog/dome-partners-with-openserv-ai",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司/大学/客户原始资料及缓存边界",
"summary": "原站搜索缓存介绍向OpenServ AI Agent提供预测市场数据/执行接口；单篇显示9月3日而博客目录显示10月30日。",
"limitation": "日期与当前运营沿革待核，直达无正文不称全文访问；AI Agent属于整合方/开发者交付，不能据此将通用市场API当模型公司或重启收费证明。"
},
{
"id": "YCAIRE6-CROSSLAYER-HOME",
"companyId": null,
"title": "Crosslayer当前网络安全交付归类",
"url": "https://www.crosslayerlabs.com/",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司/大学/客户原始资料及缓存边界",
"summary": "当前产品为网站/API网络基础设施安全评估、威胁信号关联与持续监测，创始团队介绍与标准研究单列。",
"limitation": "按安全任务候选分类改为C04，AI核心仍未确认；创始人AI安全研究不当产品AI实现，标准所覆盖网站数不是公司付费客户或收入。"
},
{
"id": "YCAIRE6-CROSSLAYER-RESEARCH",
"companyId": null,
"title": "Crosslayer旧研究与标准覆盖归属",
"url": "https://www.crosslayerlabs.com/research",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司/大学/客户原始资料及缓存边界",
"summary": "公司研究页反链2018等网络安全论文并宣传证书签发标准影响；属于团队研究沿革与标准生态范围。",
"limitation": "旧论文/行业证书量不是2025公司销售量或AI产品效果；本轮未复现实验，也未将论文结论扩成商业平台独立验证。"
},
{
"id": "YCAIRE6-CROSSLAYER-TERMS",
"companyId": null,
"title": "Crosslayer运营者条款与价格缺项",
"url": "https://www.crosslayerlabs.com/terms.html",
"publishedAt": null,
"accessedAt": "2026-10-31",
"kind": "公司/大学/客户原始资料及缓存边界",
"summary": "条款自述运营者Crosslayer Labs, Inc.注册于新泽西，提供互联网/网络基础设施安全服务；存在通用付款条款但未列可核价表。",
"limitation": "条款不是独立登记/采购合同，通用付款授权不证订阅期限或已付客户；软件监测、人工安全评估和事件服务分摊仍待核。"
}
],
"reviews": [
@@ -101494,6 +101670,44 @@
"UNCLEAR3-30964-YC"
],
"handling": "初评关注每个信托的服务工时、异常/责任成本、合同期限/退出退款、合规与受托实体分摊。金额、实际合同/客户/留存及净软件占比均缺，不给毛利/ARR估算；融资与行业/旧机构AUM排除，技术仅公司描述。"
},
{
"id": "YCAIRE6-R-BOUNDARY",
"type": "成交净费、收购取消订阅与研究覆盖归属",
"company": "Miniswap / Dome / Crosslayer / Voltair",
"scope": "dataset",
"summary": "补Miniswap平台/处理费和规则版本差异、Dome收购及取消旧订阅公告与较新整合日期差异、Crosslayer安全分类及研究覆盖，Voltair按补证关联。",
"evidenceIds": [
"YCAIRE6-MINISWAP-HOME",
"YCAIRE6-MINISWAP-FEES",
"YCAIRE6-MINISWAP-CONFLICT",
"YCAIRE6-VOLTAIR-HOME",
"YCAIRE6-VOLTAIR-UW",
"YCAIRE6-VOLTAIR-CLIENT",
"YCAIRE6-VOLTAIR-HN",
"YCAIRE6-DOME-ACQUIRE",
"YCAIRE6-DOME-PARTNER",
"YCAIRE6-CROSSLAYER-HOME",
"YCAIRE6-CROSSLAYER-RESEARCH",
"YCAIRE6-CROSSLAYER-TERMS"
],
"handling": "Miniswap/Dome/Crosslayer仍AI主营待核，Crosslayer候选纠正C04。挂牌/运税/支付费、旧订阅、整合方AI及旧研究网站覆盖不作当前软件ARR或客户数；直接读取失败与原站搜索缓存分列。"
},
{
"id": "YCAIRE6-R-VOLTAIR-MODEL",
"type": "按杆塔巡检服务的商业模式初评",
"company": "Voltair",
"scope": "companies",
"companyIds": [
"YC31003"
],
"summary": "按杆塔收费更接近设备与现场运营支持的数据服务；客户原稿支持实际使用，未给净费、金额或重复期限。",
"evidenceIds": [
"YCAIRE6-VOLTAIR-HN",
"YCAIRE6-VOLTAIR-CLIENT",
"YCAIRE6-VOLTAIR-HOME"
],
"handling": "需核单位巡检的飞行/现场人工、设备/地面站资本、维护/保险、软件处理和重复检查频率，才能比较毛利与经常收入。首合同/拟付费飞行非已确认营收，客户另一AI平台及其他电力公司的节省不继承；不推ARR或独立技术等级。"
}
],
"coverage": {
@@ -104801,9 +105015,12 @@
"evidenceIds": [
"UNCLEAR3-30978-YC",
"UNCLEAR3-30978-LAUNCH1",
"UNCLEAR3-30978-HOME"
"UNCLEAR3-30978-HOME",
"YCAIRE6-MINISWAP-HOME",
"YCAIRE6-MINISWAP-FEES",
"YCAIRE6-MINISWAP-CONFLICT"
],
"note": "原ai-unclear，YC自报2025年成立。桌游微缩模型市场及目录匹配；自动填表/结构化商品目录不单独证明AI主营，商品标价与交易额不等平台收入。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。"
"note": "原ai-unclear，YC自报2025年成立。桌游微缩模型市场及目录匹配；自动填表/结构化商品目录不单独证明AI主营，商品标价与交易额不等平台收入。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。 后续费用页7%仅商品成交价，Stripe处理按含运税总额另列；7月费用规则有取消率调费，与6月比较页无惩罚档说法分列。挂牌/卖家结算/推荐赠额不作ARR，自动目录匹配仍未证明AI主营。"
},
{
"id": "YC-AI3-30992",
@@ -104828,14 +105045,19 @@
"categoryId": "C10",
"kind": "company",
"profileStatus": "readable",
"status": "pending-ai",
"status": "linked",
"evidenceIds": [
"UNCLEAR3-31003-YC",
"UNCLEAR3-31003-LAUNCH1",
"UNCLEAR3-31003-LAUNCH2",
"UNCLEAR3-31003-HOME"
"UNCLEAR3-31003-HOME",
"YCAIRE6-VOLTAIR-HOME",
"YCAIRE6-VOLTAIR-UW",
"YCAIRE6-VOLTAIR-CLIENT",
"YCAIRE6-VOLTAIR-HN"
],
"note": "原ai-unclear，YC自报2025年成立。自主无人机巡检及数据网络；公开资料明确传感/自主巡检，但本轮未取得AI模型或学习任务的明确说明，不能只因自主飞行纳入AI公司。市场规模和价格节省非收入。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。"
"note": "原ai-unclear初查未明确AI任务；后续大学原始2025项目描述明确AI引导巡检，结合当前同品牌产品、创始人HN服务说明与KCEC使用报道，按智能实体巡检C10关联。AI模型具体实现/现版本沿革仍缺，技术仅描述。原YC2025/Team5自报保留，本轮YC无正文；旧电线充电转地面站，按杆塔服务含现场运营，不作纯软件ARR。客户另用Firescape的AI不归Voltair，未新增收入。",
"companyId": "YC31003"
},
{
"id": "YC-AI3-31004",
@@ -104848,24 +105070,29 @@
"evidenceIds": [
"UNCLEAR3-31004-YC",
"UNCLEAR3-31004-LAUNCH1",
"UNCLEAR3-31004-HOME"
"UNCLEAR3-31004-HOME",
"YCAIRE6-DOME-ACQUIRE",
"YCAIRE6-DOME-PARTNER"
],
"note": "原ai-unclear，YC自报2025年成立。预测市场统一API；YC Inactive，官网无可读正文。开发者API和AI客户关系不证明AI主营，资金/成交量非ARR。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。"
"note": "原ai-unclear，YC自报2025年成立。预测市场统一API；YC Inactive，官网无可读正文。开发者API和AI客户关系不证明AI主营，资金/成交量非ARR。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。 后续原站搜索缓存2月19日收购公告称当日取消付费订阅、3月31日后支持不保证；不把旧报价延续当前ARR或推实际停服/零收入。另OpenServ整合单篇9月3日与目录10月30日不同，整合方AI不证API自身AI，日期/重启收费待核。"
},
{
"id": "YC-AI3-31016",
"name": "Crosslayer Labs",
"url": "https://www.ycombinator.com/companies/crosslayer-labs",
"categoryId": "C05",
"categoryId": "C04",
"kind": "company",
"profileStatus": "readable",
"status": "pending-ai",
"evidenceIds": [
"UNCLEAR3-31016-YC",
"UNCLEAR3-31016-LAUNCH1",
"UNCLEAR3-31016-HOME"
"UNCLEAR3-31016-HOME",
"YCAIRE6-CROSSLAYER-HOME",
"YCAIRE6-CROSSLAYER-RESEARCH",
"YCAIRE6-CROSSLAYER-TERMS"
],
"note": "原ai-unclear，YC自报2025年成立。网站/API基础设施安全监测及多层信号关联；创始人AI安全研究不替代当前产品AI核心证据。标准覆盖网站/证书量不当公司客户或收入。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。"
"note": "原ai-unclear，YC自报2025年成立。网站/API基础设施安全监测及多层信号关联；创始人AI安全研究不替代当前产品AI核心证据。标准覆盖网站/证书量不当公司客户或收入。 暂不计公司表，AI主营待核，不是确认永久排除或年份未知。 后续按网站/API网络安全交付纠正候选分类为C04，AI资格不变；条款运营者Crosslayer Labs, Inc./新泽西是自述非登记。旧2018研究/证书标准覆盖不当新公司客户或收入，人工安全评估/监测净费缺项保留。"
},
{
"id": "YC-AI3-31021",
@@ -115131,6 +115358,23 @@
"YCAIRE5-SAVA-ACCESS"
],
"reason": "原始公司发布明确Agent信托行政流程及人工受托审核，补足AI任务后C07关联；保留既有YC2025/8人自报，注册/特许与软件母体-服务子公司分摊待核。原1428/928发现快照不改，融资与资产规模非收入。"
},
{
"ycId": 31003,
"originalStatus": "ai-unclear",
"companyId": "YC31003",
"reviewedAt": "2026-10-31",
"evidenceIds": [
"UNCLEAR3-31003-YC",
"UNCLEAR3-31003-LAUNCH1",
"UNCLEAR3-31003-LAUNCH2",
"UNCLEAR3-31003-HOME",
"YCAIRE6-VOLTAIR-HOME",
"YCAIRE6-VOLTAIR-UW",
"YCAIRE6-VOLTAIR-CLIENT",
"YCAIRE6-VOLTAIR-HN"
],
"reason": "大学原始项目明确AI引导，结合同品牌当前巡检、创始人服务说明及客户原稿按C10关联；技术仅描述，当前模型沿革/法人与合同待核，Firescape AI不归本公司。原1428/928发现快照不回写。"
}
]
}
content/research/ai-companies.sources.json
+3 -3
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content/research/ai-income-analysis.json
+1 -1
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@@ -1,5 +1,5 @@
{
"sourceVersion": "2026-10-31-yc-ai-revisit-5",
"sourceVersion": "2026-10-31-yc-ai-revisit-6",
"asOf": "2026-10-31",
"metric": "platform-mrr-usd",
"sampleUnit": "product-or-business",