diff --git a/apps/docs/scripts/auth-cli.ts b/apps/docs/scripts/auth-cli.ts index 65e3a33..5358205 100644 --- a/apps/docs/scripts/auth-cli.ts +++ b/apps/docs/scripts/auth-cli.ts @@ -182,10 +182,10 @@ 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, 1144); + assert.equal(research.companies.length, 1154); assert.equal(research.categories.length, 11); - assert.equal(research.evidence.length, 3208); - assert.equal(research.observations.length, 444); + assert.equal(research.evidence.length, 3274); + 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 }); assert.equal(researchPage.status, 200); diff --git a/apps/docs/tests/research.test.ts b/apps/docs/tests/research.test.ts index 8d89570..175a2ea 100644 --- a/apps/docs/tests/research.test.ts +++ b/apps/docs/tests/research.test.ts @@ -23,9 +23,9 @@ 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, 1144); - assert.equal(initial.evidence.length, 3208); - assert.equal(initial.observations.length, 444); + assert.equal(initial.companies.length, 1154); + assert.equal(initial.evidence.length, 3274); + 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"); assert.deepEqual(readResearchSnapshot(), initial, "reopening does not duplicate records"); @@ -64,8 +64,8 @@ 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, 194); - assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 19); + assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 198); + assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 21); 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"]); @@ -85,11 +85,11 @@ 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), 1144); + assert.equal(summary.reduce((n, c) => n + c.count, 0), 1154); 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), 1065); + assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 1075); 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")); @@ -124,7 +124,7 @@ 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, 128); + assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 138); assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 23); assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "independent-test").length, 1); assert.equal(snapshot.companies.find((c) => c.id === "AI051")?.revenueStatus, "unknown"); @@ -702,6 +702,52 @@ test("the seventh uncertain cohort separates hardware sales, prepayments and bou assert.ok(!platformIncomeSample(snapshot, { windowDays: null }).points.some((p) => p.observation.id.startsWith("UNCLEAR7-"))); }); +test("all original AI-unclear candidates retain a unique follow-up without counting EveryApp twice", () => { + const snapshot = seed as ResearchSnapshot; + const rows = snapshot.candidateBatches!.filter((b) => b.id.startsWith("YC-AI-UNCLEAR-")).flatMap((b) => b.records); + const original = coverageAudit.records.filter((r) => r.status === "ai-unclear"); + 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, 110); + assert.equal(rows.filter((r) => r.status === "pending-ai").length, 82); + assert.equal(snapshot.directoryRechecks!.filter((r) => r.ycId === 36088).length, 1); + const everyapp = rows.find((r) => r.name === "EveryApp")!; + assert.equal(everyapp.companyId, "AI074"); + assert.equal(snapshot.companies.filter((c) => c.id === "AI074").length, 1); + for (const row of rows.filter((r) => r.status === "pending-ai")) { + assert.equal(row.companyId, undefined); + assert.ok(row.evidenceIds!.length > 0, "unresolved AI relevance has explicit evidence and gaps"); + } + assert.equal(snapshot.coverage!.newProfiles, 928, "later evidence does not rewrite the original discovery accounting"); +}); + +test("the final uncertain cohort separates delivery-start rentals, reservations and upstream costs", () => { + const snapshot = seed as ResearchSnapshot; + const batch = snapshot.candidateBatches!.find((b) => b.id === "YC-AI-UNCLEAR-8")!; + assert.equal(batch.complete, false, "reading the full pool does not resolve all AI, year or financial gaps"); + assert.equal(batch.records.filter((r) => r.status === "linked").length, 11); + assert.equal(batch.records.filter((r) => r.status === "pending-ai").length, 13); + const rhem = snapshot.companies.find((c) => c.id === "YC35127")!; + assert.match(rhem.price!, /确认交付后/); + assert.match(rhem.price!, /99 USD/); + assert.equal(rhem.revenueStatus, "unknown"); + assert.match(snapshot.companies.find((c) => c.id === "YC37272")!.price!, /预约/); + assert.match(snapshot.companies.find((c) => c.id === "AI074")!.price!, /有效订阅/); + assert.match(snapshot.companies.find((c) => c.id === "YC35396")!.notes, /Coming next/); + assert.match(snapshot.companies.find((c) => c.id === "YC36774")!.notes, /Early access/); + const figures = snapshot.observations.filter((o) => o.id.startsWith("UNCLEAR8-")); + assert.equal(figures.length, 9); + assert.ok(figures.every((o) => ["excluded", "adoption"].includes(o.selection) && !o.metric && o.comparisonGroup === null)); + for (const suffix of ["OASIVE-OLD-WELLS", "OASIVE-OLD-GOOGLE", "OBSESSION-CALCULATOR", "EVERYAPP-UPSTREAM"]) { + assert.equal(figures.find((o) => o.id.endsWith(suffix))!.selection, "excluded"); + } + for (const name of ["Clean", "STASIS", "RATLOG", "Inflection Space Systems", "twentyfour26"]) { + assert.equal(batch.records.find((r) => r.name === name)!.status, "pending-ai"); + } + assert.ok(!platformIncomeSample(snapshot, { windowDays: null }).points.some((p) => p.observation.id.startsWith("UNCLEAR8-"))); +}); + test("Chinese discovery entries preserve unread articles and use separate primary evidence", () => { const snapshot = structuredClone(seed) as ResearchSnapshot; const batch = snapshot.candidateBatches!.find((b) => b.id === "JQ-2026-targeted-1")!; diff --git a/content/research/ai-companies.seed.json b/content/research/ai-companies.seed.json index 628cfb4..73e6cfc 100644 --- a/content/research/ai-companies.seed.json +++ b/content/research/ai-companies.seed.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-ai-unclear-7", + "version": "2026-10-31-ai-unclear-8", "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": [ @@ -31147,11 +31147,11 @@ "business": "在用户Cloudflare账户托管开源应用，通过统一网关与MCP供人和AI Agent使用；OpenSEO为其SEO数据及Agent工具产品。", "buyer": "开发者、使用Agent的企业团队及SEO从业者", "delivery": "公开自托管代码和OpenSEO商业套餐可读；EveryApp托管服务仍以计划描述，未独立运行。", - "notes": "YC列2026成立。原候选36088曾标AI业务待确认，本次通过PH关联与官网/代码补核入表；原台账不回写。OpenSEO不另计公司，用户与星标不当收入。", + "notes": "YC列2026成立。原候选36088曾标AI业务待确认，本次通过PH关联与官网/代码补核入表；原台账不回写。OpenSEO不另计公司，用户与星标不当收入。 本轮原AI不明候选末批复用原ID；保留OpenSEO已披露套餐与EveryApp未来托管、上游Cloudflare费用和采用规模边界。 OpenSEO当前需有效订阅才能使用充值，套餐含额度每期重置而top-up不失效；EveryApp的Cloudflare$5是上游，managed$10起仍是发布计划，不计MRR。", "cohort": "2026年成立（YC公司自述）", "teamBasis": "YC Team Size为2；2026-10-30读取，业务截止日未列", - "price": "OpenSEO月额10/30/200（原文$），含用量额度；额外数据请求按供应商成本加价28%并取整；EveryApp托管计划待核", - "pricingEvidence": "SEO-PRICE", + "price": "OpenSEO原文$10/$30/$200月费含用量，数据额外成本+28%；top-up不失效但需有效订阅。EveryApp托管$10/月起为2026-10-26发布计划，Cloudflare$5/月为上游费，实际合同未知", + "pricingEvidence": "UNCLEAR8-36088-SEO-PRICE", "stage": "开源自托管与产品商业套餐公开；平台托管进度及收入待核", "sourceType": "Product Hunt线索复查YC、公司官网与官方源码", "evidenceIds": [ @@ -31161,7 +31161,12 @@ "SEO-PRICE", "SEO-CODE", "EA-CODE", - "PH-SEO" + "PH-SEO", + "UNCLEAR8-36088-YC", + "UNCLEAR8-36088-LAUNCH1", + "UNCLEAR8-36088-HOME", + "UNCLEAR8-36088-SEO-HOME", + "UNCLEAR8-36088-SEO-PRICE" ], "revenueStatus": "unknown", "businessModel": "开源自托管获客、托管与数据用量收费；订阅额度、数据转付和平台净额分开", @@ -35460,6 +35465,393 @@ "businessModel": "增长软件/API及定制上线；模型/内容制作/邮件设施成本待拆", "entityBasis": "同一YC页及所链官网；同名公司、品牌变化、原业务与现产品及法律连续须分别核", "classificationBasis": "人工复核：依据当前可读AI任务和主要交付；软件/Agent设施与实体、托管劳动、模型方向分开，原发现审计不变。" + }, + { + "id": "YC35127", + "name": "Rhem Labs", + "url": "https://www.ycombinator.com/companies/rhem-labs", + "channel": "S01", + "cat": "C09", + "year": 2025, + "team": 2, + "location": null, + "business": "以语音AI桌面设备协助日常任务、记录健康趋势并联系家属。", + "buyer": "老年人、复杂照护需求用户及其家属", + "delivery": "当前官网明确AI companion、99 USD/月从确认交付后计期，2027-01-20至31预计发货且尚未就绪；与10月发布1099买断加两年Plus不同方案分别保留。读数为非医疗估计，任务演示不证明药物已配发或护理替代。", + "notes": "当前官网明确AI companion、99 USD/月从确认交付后计期，2027-01-20至31预计发货且尚未就绪；与10月发布1099买断加两年Plus不同方案分别保留。读数为非医疗估计，任务演示不证明药物已配发或护理替代。 法律主体、已付/履约和独立效果仍待核。", + "cohort": "YC自述2025年成立，独立注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给", + "price": "当前官网99 USD/月租赁，确认交付后开始计期，2027-01-20至31预计发货；旧发布$1099买断加2年Plus不同方案", + "stage": "公开资料；原型/试点与持续商用需逐项核", + "sourceType": "YC当前资料、历史发布及可读官方页面", + "evidenceIds": [ + "UNCLEAR8-35127-YC", + "UNCLEAR8-35127-LAUNCH1", + "UNCLEAR8-35127-HOME" + ], + "revenueStatus": "unknown", + "extraUrl": "https://rhem.ai", + "businessModel": "个人硬件租赁加AI/联网服务；也有购买选项，硬件折旧/售后需拆", + "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料", + "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。", + "pricingEvidence": "UNCLEAR8-35127-HOME", + "technicalReview": { + "level": "description", + "reviewedAt": "2026-10-31", + "summary": "语音AI任务/rPPG非医疗估计，未试用或核临床效果；尚未交付的租赁不能视为已验证持续服务。", + "evidenceIds": [ + "UNCLEAR8-35127-HOME", + "UNCLEAR8-35127-YC" + ] + } + }, + { + "id": "YC35261", + "name": "Asakana", + "url": "https://www.ycombinator.com/companies/asakana", + "channel": "S01", + "cat": "C07", + "year": 2025, + "team": 4, + "location": null, + "business": "以AI读取手写/多语订单与历史上下文，匹配商品并写入既有ERP。", + "buyer": "食品及海鲜分销商", + "delivery": "官网明确训练于手写资料的AI和搜索，不只创始人Gemini经历；有歧义先交人工，零错误/精度比较为自述。客户节省40%工时、60单/日不作Asakana收入或自身订单量。", + "notes": "官网明确训练于手写资料的AI和搜索，不只创始人Gemini经历；有歧义先交人工，零错误/精度比较为自述。客户节省40%工时、60单/日不作Asakana收入或自身订单量。 法律主体、已付/履约和独立效果仍待核。", + "cohort": "YC自述2025年成立，独立注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给", + "price": "未取得实际已付合同价", + "stage": "公开资料；原型/试点与持续商用需逐项核", + "sourceType": "YC当前资料、历史发布及可读官方页面", + "evidenceIds": [ + "UNCLEAR8-35261-YC", + "UNCLEAR8-35261-LAUNCH1", + "UNCLEAR8-35261-HOME" + ], + "revenueStatus": "unknown", + "extraUrl": "https://www.asakana.co/", + "businessModel": "行业软件/定制ERP集成；订阅、实施及人工异常处理待拆", + "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料", + "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。", + "technicalReview": { + "level": "description", + "reviewedAt": "2026-10-31", + "summary": "手写/多语资料AI检索匹配ERP方案，有歧义交人；未核零错误/精度主张或接入客户数据。", + "evidenceIds": [ + "UNCLEAR8-35261-HOME", + "UNCLEAR8-35261-YC" + ] + } + }, + { + "id": "YC35396", + "name": "Oasive", + "url": "https://www.ycombinator.com/companies/oasive", + "channel": "S01", + "cat": "C07", + "year": 2025, + "team": 1, + "location": null, + "business": "以AI研究助手、估值/提前偿付模型提供利率及机构MBS研究分析。", + "buyer": "固定收益机构分析师及投资团队", + "delivery": "YC当前强调市政债，官网仍将Municipal/ABS/Corporate列Coming next，按已显示MBS/利率交付保留差异。15+机构desk为采用而非付费；创始人旧350B/17B资产组合及示例2.8B不是公司收入/AUM。", + "notes": "YC当前强调市政债，官网仍将Municipal/ABS/Corporate列Coming next，按已显示MBS/利率交付保留差异。15+机构desk为采用而非付费；创始人旧350B/17B资产组合及示例2.8B不是公司收入/AUM。 法律主体、已付/履约和独立效果仍待核。", + "cohort": "YC自述2025年成立，独立注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给", + "price": "官网原文$200/用户/月、14日试用需卡；MBS机构先付费试点再年度协议，实际付费未知", + "stage": "公开资料；原型/试点与持续商用需逐项核", + "sourceType": "YC当前资料、历史发布及可读官方页面", + "evidenceIds": [ + "UNCLEAR8-35396-YC", + "UNCLEAR8-35396-LAUNCH1", + "UNCLEAR8-35396-HOME" + ], + "revenueStatus": "unknown", + "extraUrl": "https://www.oasive.ai", + "businessModel": "个人按席位软件/月费，机构付费试点后年度协议；数据/模型/支持成本待拆", + "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料", + "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。", + "pricingEvidence": "UNCLEAR8-35396-HOME", + "technicalReview": { + "level": "description", + "reviewedAt": "2026-10-31", + "summary": "AI研究及自有估值/提前偿付模型为公司自述，当前MBS/利率与市政债未来交付区别，未回测或评估投资效果。", + "evidenceIds": [ + "UNCLEAR8-35396-HOME", + "UNCLEAR8-35396-YC" + ] + } + }, + { + "id": "YC35455", + "name": "Deploy", + "url": "https://www.ycombinator.com/companies/deploy", + "channel": "S01", + "cat": "C10", + "year": 2026, + "team": 2, + "location": null, + "business": "将通用机器人模型接到具体任务，跟踪执行并将人工干预回流训练。", + "buyer": "仓库、3PL及制造企业", + "delivery": "当前官网聚焦退货、kitting及FBA prep，YC发布明确模型/人工干预训练。保证吞吐、24/7和无capex是公司主张，未独立核实际履约；不是出售机器人或纯软件毛利。", + "notes": "当前官网聚焦退货、kitting及FBA prep，YC发布明确模型/人工干预训练。保证吞吐、24/7和无capex是公司主张，未独立核实际履约；不是出售机器人或纯软件毛利。 法律主体、已付/履约和独立效果仍待核。", + "cohort": "YC自述2026年成立，独立注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给", + "price": "未取得实际已付合同价", + "stage": "公开资料；原型/试点与持续商用需逐项核", + "sourceType": "YC当前资料、历史发布及可读官方页面", + "evidenceIds": [ + "UNCLEAR8-35455-YC", + "UNCLEAR8-35455-LAUNCH1", + "UNCLEAR8-35455-HOME" + ], + "revenueStatus": "unknown", + "extraUrl": "https://deployrobotics.co/", + "businessModel": "按完成工作收费的机器人运营服务；人工监督/硬件折旧/维护待拆", + "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料", + "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。", + "technicalReview": { + "level": "description", + "reviewedAt": "2026-10-31", + "summary": "通用机器人模型任务编排/人工干预回流训练，只读自述，未实测吞吐、可靠性或自主率。", + "evidenceIds": [ + "UNCLEAR8-35455-HOME", + "UNCLEAR8-35455-YC" + ] + } + }, + { + "id": "YC36114", + "name": "Particularity", + "url": "https://www.ycombinator.com/companies/particularity", + "channel": "S01", + "cat": "C07", + "year": 2026, + "team": 2, + "location": null, + "business": "用AI Agent检查公开网站及投诉，整理带时间戳的执法调查材料。", + "buyer": "政府消费者保护监管机构", + "delivery": "YC发布明确AI调查；官网普通HTTP403未读正文。court-ready和法条匹配为厂商主张，不代表法院接受/违规已认定；未检查第三方网站或替政府发起行动。", + "notes": "YC发布明确AI调查；官网普通HTTP403未读正文。court-ready和法条匹配为厂商主张，不代表法院接受/违规已认定；未检查第三方网站或替政府发起行动。 法律主体、已付/履约和独立效果仍待核。", + "cohort": "YC自述2026年成立，独立注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给", + "price": "未取得实际已付合同价", + "stage": "公开资料；原型/试点与持续商用需逐项核", + "sourceType": "YC当前资料、历史发布及可读官方页面", + "evidenceIds": [ + "UNCLEAR8-36114-YC", + "UNCLEAR8-36114-LAUNCH1", + "UNCLEAR8-36114-HOME" + ], + "revenueStatus": "unknown", + "extraUrl": "https://particularity.io", + "businessModel": "政府专业软件/调查工作流及采购实施；合同和人工法律复核待拆", + "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料", + "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。", + "technicalReview": { + "level": "description", + "reviewedAt": "2026-10-31", + "summary": "AI网站调查与证据组织为发布自述，官网403；未验证法条映射、司法接受或对外运行。", + "evidenceIds": [ + "UNCLEAR8-36114-HOME", + "UNCLEAR8-36114-YC", + "UNCLEAR8-36114-LAUNCH1" + ] + } + }, + { + "id": "YC36411", + "name": "Vyra", + "url": "https://www.ycombinator.com/companies/vyra", + "channel": "S01", + "cat": "C08", + "year": 2026, + "team": 2, + "location": null, + "business": "以对话Agent理解用户素材、剪辑/字幕并生成可导出的成片草稿。", + "buyer": "短视频创作者及内容团队", + "delivery": "官网95591 creators为采用自述非付费，展示播放量也非收入；MCP套餐24/65与内置AI54/129美元符号/月不混算。三日试用、额度和外部模型成本待核，未上传/生成或运行示例。", + "notes": "官网95591 creators为采用自述非付费，展示播放量也非收入；MCP套餐24/65与内置AI54/129美元符号/月不混算。三日试用、额度和外部模型成本待核，未上传/生成或运行示例。 法律主体、已付/履约和独立效果仍待核。", + "cohort": "YC自述2026年成立，独立注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给", + "price": "官网原文MCP $24/$65月费需自带模型，内置AI $54/$129月费，均含额度/存储，实际合同未知", + "stage": "公开资料；原型/试点与持续商用需逐项核", + "sourceType": "YC当前资料、历史发布及可读官方页面", + "evidenceIds": [ + "UNCLEAR8-36411-YC", + "UNCLEAR8-36411-HOME" + ], + "revenueStatus": "unknown", + "extraUrl": "https://usevyra.com", + "businessModel": "视频软件月费与处理额度/存储；自带模型或内置AI套餐分开", + "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料", + "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。", + "pricingEvidence": "UNCLEAR8-36411-HOME", + "technicalReview": { + "level": "description", + "reviewedAt": "2026-10-31", + "summary": "素材理解/剪辑Agent及MCP/自带模型说明可读，未上传媒体、导出或测剪辑质量。", + "evidenceIds": [ + "UNCLEAR8-36411-HOME", + "UNCLEAR8-36411-YC" + ] + } + }, + { + "id": "YC36444", + "name": "Odin Robotics", + "url": "https://www.ycombinator.com/companies/odin-robotics", + "channel": "S01", + "cat": "C10", + "year": 2026, + "team": 2, + "location": null, + "business": "用确定性控制配合学习式技能执行机床上下料、包装等多变工序。", + "buyer": "中小制造工厂", + "delivery": "官方明确trained models/LLM与学习式技能；试点满意才收费、后续月租/买断分开。演示有2/2.5/3倍速且文字不完全一致，未观看或独立测量吞吐、安全/可靠性。", + "notes": "官方明确trained models/LLM与学习式技能；试点满意才收费、后续月租/买断分开。演示有2/2.5/3倍速且文字不完全一致，未观看或独立测量吞吐、安全/可靠性。 法律主体、已付/履约和独立效果仍待核。", + "cohort": "YC自述2026年成立，独立注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给", + "price": "试点满意才收费，后续月租或买断；价格及接管/维护合同待核", + "stage": "公开资料；原型/试点与持续商用需逐项核", + "sourceType": "YC当前资料、历史发布及可读官方页面", + "evidenceIds": [ + "UNCLEAR8-36444-YC", + "UNCLEAR8-36444-LAUNCH1", + "UNCLEAR8-36444-HOME" + ], + "revenueStatus": "unknown", + "extraUrl": "https://odin-robotics.com", + "businessModel": "完整机器人集成，可月租或买断；人工远程接管/硬件维护及试点成本待拆", + "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料", + "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。", + "pricingEvidence": "UNCLEAR8-36444-HOME", + "technicalReview": { + "level": "description", + "reviewedAt": "2026-10-31", + "summary": "确定性控制/学习技能及远程接管，倍速演示不当吞吐测试，未验证安全/泛化。", + "evidenceIds": [ + "UNCLEAR8-36444-HOME", + "UNCLEAR8-36444-YC" + ] + } + }, + { + "id": "YC36774", + "name": "ObsessionDB", + "url": "https://www.ycombinator.com/companies/obsessiondb", + "channel": "S01", + "cat": "C03", + "year": 2026, + "team": 5, + "location": null, + "business": "以ClickHouse分支及计算存储分离处理Agent日志/轨迹，并提供Agent操作接口。", + "buyer": "Agent数据、实时API及分析平台团队", + "delivery": "官网明确Agent隔离只读计算/MCP，分支沙盒Early access、自动伸缩/scale-to-zero Coming with2.0。50TB客户数据及百万请求不是收入；4090 USD/月为默认估算非实际MRR，厂商基准未独立复现。", + "notes": "官网明确Agent隔离只读计算/MCP，分支沙盒Early access、自动伸缩/scale-to-zero Coming with2.0。50TB客户数据及百万请求不是收入；4090 USD/月为默认估算非实际MRR，厂商基准未独立复现。 法律主体、已付/履约和独立效果仍待核。", + "cohort": "YC自述2026年成立，独立注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给", + "price": "托管USD资源月费、默认计算器4090/月仅估算；BYOC另按年度许可/运维/支持费，客户云账单另计", + "stage": "公开资料；原型/试点与持续商用需逐项核", + "sourceType": "YC当前资料、历史发布及可读官方页面", + "evidenceIds": [ + "UNCLEAR8-36774-YC", + "UNCLEAR8-36774-LAUNCH1", + "UNCLEAR8-36774-HOME", + "UNCLEAR8-36774-PRICE" + ], + "revenueStatus": "unknown", + "extraUrl": "https://obsessiondb.com", + "businessModel": "全托管资源月费或BYOC年度许可/运维费；客户云账单与软件净收入待拆", + "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料", + "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。", + "pricingEvidence": "UNCLEAR8-36774-PRICE", + "technicalReview": { + "level": "description", + "reviewedAt": "2026-10-31", + "summary": "Agent专用隔离计算/MCP与计算存储分离，sandbox early access/scale-to-zero未来；未运行或复现性能。", + "evidenceIds": [ + "UNCLEAR8-36774-HOME", + "UNCLEAR8-36774-YC" + ] + } + }, + { + "id": "YC37105", + "name": "Tilion", + "url": "https://www.ycombinator.com/companies/tilion", + "channel": "S01", + "cat": "C03", + "year": 2026, + "team": 4, + "location": null, + "business": "提供面向Agent的自修复浏览器运行设施。", + "buyer": "大规模Agent网页任务及监控团队", + "delivery": "YC称每天百万级Agent操作，官网只有候补/联系及愿景；规模/自修复/无监督为自述，未取得运行记录、价格/付费或可靠性验证，没有测试访问限制。", + "notes": "YC称每天百万级Agent操作，官网只有候补/联系及愿景；规模/自修复/无监督为自述，未取得运行记录、价格/付费或可靠性验证，没有测试访问限制。 法律主体、已付/履约和独立效果仍待核。", + "cohort": "YC自述2026年成立，独立注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给", + "price": "未取得实际已付合同价", + "stage": "公开资料；原型/试点与持续商用需逐项核", + "sourceType": "YC当前资料、历史发布及可读官方页面", + "evidenceIds": [ + "UNCLEAR8-37105-YC", + "UNCLEAR8-37105-HOME" + ], + "revenueStatus": "unknown", + "extraUrl": "https://tilion.com", + "businessModel": "浏览器托管/任务或资源计量；实际单价、上游成本与人工处理待核", + "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料", + "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。", + "technicalReview": { + "level": "description", + "reviewedAt": "2026-10-31", + "summary": "自修复/百万Agent操作仅YC自述，官网候补，未取得运行材料或独立可靠性测试。", + "evidenceIds": [ + "UNCLEAR8-37105-HOME", + "UNCLEAR8-37105-YC" + ] + } + }, + { + "id": "YC37272", + "name": "The Subvocal Company", + "url": "https://www.ycombinator.com/companies/the-subvocal-company", + "channel": "S01", + "cat": "C09", + "year": 2026, + "team": 3, + "location": null, + "business": "用眼镜RF传感及解码模型把无声发音动作转为文字输入。", + "buyer": "需要隐蔽语音输入的个人计算机用户", + "delivery": "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。", + "notes": "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。 法律主体、已付/履约和独立效果仍待核。", + "cohort": "YC自述2026年成立，独立注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，人数业务截至日未给", + "price": "2026-10-30发布原文$199预约，最终货价另享$200早鸟折扣；不是全价，预约页未读、退款/发货待核", + "stage": "公开资料；原型/试点与持续商用需逐项核", + "sourceType": "YC当前资料、历史发布及可读官方页面", + "evidenceIds": [ + "UNCLEAR8-37272-YC", + "UNCLEAR8-37272-LAUNCH1", + "UNCLEAR8-37272-HOME" + ], + "revenueStatus": "unknown", + "extraUrl": "https://subvocal.company", + "businessModel": "个人可穿戴硬件与未来软件；预约款、最终货款和数据采集成本待拆", + "entityBasis": "同一YC页与所链官网；法律注册、同名公司与现/原产品关系仍须独立材料", + "classificationBasis": "人工复核：以可读当前AI任务/Agent专用交付分类，行业应用、个人设备、机器人服务及运行设施分开；原发现审计不变。", + "pricingEvidence": "UNCLEAR8-37272-LAUNCH1", + "technicalReview": { + "level": "description", + "reviewedAt": "2026-10-31", + "summary": "RF信号到文本模型是小数据集半便携原型自述，200WPM/普适校准及成品外形未独立验证。", + "evidenceIds": [ + "UNCLEAR8-37272-HOME", + "UNCLEAR8-37272-YC", + "UNCLEAR8-37272-LAUNCH1" + ] + } } ], "observations": [ @@ -42414,6 +42806,141 @@ "evidence": "UNCLEAR7-34899-HOME", "bound": "=", "comparisonGroup": null + }, + { + "id": "UNCLEAR8-O-OASIVE-DESKS", + "company": "YC35396", + "name": "Oasive", + "kind": "机构交易台采用自述", + "value": 15, + "unit": "desks", + "timing": "2026-09-23发布，无具体采用截至日", + "scope": "机构团队使用，不是独立付费企业数", + "selection": "adoption", + "reason": "desk不等公司/当前付费席位，不与客户AUM相乘或推ARR", + "evidence": "UNCLEAR8-35396-LAUNCH1", + "bound": ">", + "comparisonGroup": null + }, + { + "id": "UNCLEAR8-O-OASIVE-OLD-WELLS", + "company": "YC35396", + "name": "Oasive", + "kind": "创始人前雇主资产组合规模", + "value": 350000000000, + "unit": "原文$，币种待核", + "timing": "2026-09-23发布，旧履历期间未给", + "scope": "前雇主组合资产，不是Oasive收入或自有AUM", + "selection": "excluded", + "reason": "资产规模不作公司收入/ARR，旧雇主和当前产品分开", + "evidence": "UNCLEAR8-35396-LAUNCH1", + "bound": "=", + "comparisonGroup": null + }, + { + "id": "UNCLEAR8-O-OASIVE-OLD-GOOGLE", + "company": "YC35396", + "name": "Oasive", + "kind": "创始人前雇主资产组合规模", + "value": 17000000000, + "unit": "原文$，币种待核", + "timing": "2026-09-23发布，旧履历期间未给", + "scope": "前雇主组合资产，不是Oasive收入或自有AUM", + "selection": "excluded", + "reason": "资产规模不作公司收入/ARR，旧雇主和当前产品分开", + "evidence": "UNCLEAR8-35396-LAUNCH1", + "bound": "=", + "comparisonGroup": null + }, + { + "id": "UNCLEAR8-O-OBSESSION-DATA", + "company": "YC36774", + "name": "ObsessionDB", + "kind": "客户实时API数据规模自述", + "value": 50, + "unit": "TB", + "timing": "2026-10-20发布，客户业务截至日未给", + "scope": "客户数据处理规模，不是付费/收入", + "selection": "adoption", + "reason": "数据容量不能推公司营业额，旧公司petabyte经历也不迁当前规模", + "evidence": "UNCLEAR8-36774-LAUNCH1", + "bound": "=", + "comparisonGroup": null + }, + { + "id": "UNCLEAR8-O-OBSESSION-CALCULATOR", + "company": "YC36774", + "name": "ObsessionDB", + "kind": "托管月费计算器示例", + "value": 4090, + "unit": "USD", + "timing": "2026-10-31读取，默认资源配置", + "scope": "报价估算，不是实际客户账单或MRR", + "selection": "excluded", + "reason": "资源/地区决定价格，不能将默认计算器当平台月收入", + "evidence": "UNCLEAR8-36774-PRICE", + "bound": "=", + "comparisonGroup": null + }, + { + "id": "UNCLEAR8-O-VYRA-CREATORS", + "company": "YC36411", + "name": "Vyra", + "kind": "官网creators采用自述", + "value": 95591, + "unit": "creators", + "timing": "2026-10-31读取，统计期未给", + "scope": "采用/注册口径不明，非付费订阅", + "selection": "adoption", + "reason": "不能乘套餐标价推收入或把作品播放量当公司营收", + "evidence": "UNCLEAR8-36411-HOME", + "bound": "=", + "comparisonGroup": null + }, + { + "id": "UNCLEAR8-O-EVERYAPP-SEO-STARS", + "company": "AI074", + "name": "EveryApp（含OpenSEO）", + "kind": "OpenSEO历史stars自述", + "value": 24000, + "unit": "GitHub stars", + "timing": "2026-10-26发布", + "scope": "同公司产品采用，不是公司数量/付费", + "selection": "adoption", + "reason": "与官网25k显示不同快照，不跨时点相加或当收入", + "evidence": "UNCLEAR8-36088-LAUNCH1", + "bound": ">", + "comparisonGroup": null + }, + { + "id": "UNCLEAR8-O-EVERYAPP-SEO-USERS", + "company": "AI074", + "name": "EveryApp（含OpenSEO）", + "kind": "OpenSEO创业者采用自述", + "value": 3000, + "unit": "entrepreneurs", + "timing": "2026-10-31读取，统计期未给", + "scope": "采用，未说明当前付费/活跃", + "selection": "adoption", + "reason": "产品采用不等独立客户/合同，订阅和数据用量收入需实际账单", + "evidence": "UNCLEAR8-36088-SEO-HOME", + "bound": ">", + "comparisonGroup": null + }, + { + "id": "UNCLEAR8-O-EVERYAPP-UPSTREAM", + "company": "AI074", + "name": "EveryApp（含OpenSEO）", + "kind": "Cloudflare上游方案价格", + "value": 5, + "unit": "原文$，币种待核", + "timing": "2026-10-26发布", + "scope": "Cloudflare Workers Paid上游费用，不是EveryApp收费", + "selection": "excluded", + "reason": "上游价格和未来托管10/月计划不作EveryApp已实现收入", + "evidence": "UNCLEAR8-36088-LAUNCH1", + "bound": "=", + "comparisonGroup": null } ], "evidence": [ @@ -77704,6 +78231,732 @@ "kind": "公司自述官方资料复核", "summary": "原192项第145—168项：16新增、0复用、8继续AI主营待核。", "limitation": "七批168项加此前OpenSEO共169项有后续记录，另23项继续；原发现审计不回写，Nori同名不同公司，行业硬件/药物不强归AI。" + }, + { + "id": "UNCLEAR8-35025-YC", + "companyId": null, + "title": "Inflection Space Systems：当前YC复核", + "url": "https://www.ycombinator.com/companies/inflection-space-systems", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025成立，Team Size=None，状态Active。航天器量产/工厂自动化，官网和发布称未来各环节AI-native但未明确现行学习任务/交付；首发射Q1 2028、年万台为目标。USD单价150万等报价及客户预约不等已实现销售/ARR，模拟机队不当现役规模。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-35025-LAUNCH1", + "companyId": null, + "title": "Inflection Space Systems - Hyperscaling Spacecraft Manufacturing (>10,000/year)", + "url": "https://www.ycombinator.com/launches/Vdy-inflection-space-systems-hyperscaling-spacecraft-manufacturing-10-000-year", + "publishedAt": "2026-10-13", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "航天器量产/工厂自动化，官网和发布称未来各环节AI-native但未明确现行学习任务/交付；首发射Q1 2028、年万台为目标。USD单价150万等报价及客户预约不等已实现销售/ARR，模拟机队不当现役规模。", + "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。" + }, + { + "id": "UNCLEAR8-35093-YC", + "companyId": null, + "title": "Aviern：当前YC复核", + "url": "https://www.ycombinator.com/companies/aviern", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=4，状态Active。无人货机、自研autopilot/perception及自主飞行示范，未明确学习模型/AI核心实现。原型、Q1 2027/2028目标及官网1000磅规划不作量产/商业获准或收入，行业货值8.3万亿非公司营收。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-35093-LAUNCH1", + "companyId": null, + "title": "Aviern: Unmanned cargo airplanes for autonomous airports", + "url": "https://www.ycombinator.com/launches/WdT-aviern-unmanned-cargo-airplanes-for-autonomous-airports", + "publishedAt": "2026-10-29", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "无人货机、自研autopilot/perception及自主飞行示范，未明确学习模型/AI核心实现。原型、Q1 2027/2028目标及官网1000磅规划不作量产/商业获准或收入，行业货值8.3万亿非公司营收。", + "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。" + }, + { + "id": "UNCLEAR8-35127-YC", + "companyId": "YC35127", + "title": "Rhem Labs：当前YC复核", + "url": "https://www.ycombinator.com/companies/rhem-labs", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025成立，Team Size=2，状态Active。以语音AI桌面设备协助日常任务、记录健康趋势并联系家属。 当前官网明确AI companion、99 USD/月从确认交付后计期，2027-01-20至31预计发货且尚未就绪；与10月发布1099买断加两年Plus不同方案分别保留。读数为非医疗估计，任务演示不证明药物已配发或护理替代。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-35127-LAUNCH1", + "companyId": "YC35127", + "title": "Rhem Labs: Health assistant robots for your parents", + "url": "https://www.ycombinator.com/launches/Ug5-rhem-labs-health-assistant-robots-for-your-parents", + "publishedAt": "2026-10-06", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "以语音AI桌面设备协助日常任务、记录健康趋势并联系家属。 当前官网明确AI companion、99 USD/月从确认交付后计期，2027-01-20至31预计发货且尚未就绪；与10月发布1099买断加两年Plus不同方案分别保留。读数为非医疗估计，任务演示不证明药物已配发或护理替代。", + "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。" + }, + { + "id": "UNCLEAR8-35157-YC", + "companyId": null, + "title": "Nitroduck：当前YC复核", + "url": "https://www.ycombinator.com/companies/nitroduck", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=3，状态Active。作物基因编辑平台，当前简介及无正文官网未确认AI学习任务；基因编辑/效果方向不自动等AI主营，未核许可、独立效果/实际产品收入。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-35224-YC", + "companyId": null, + "title": "Micora：当前YC复核", + "url": "https://www.ycombinator.com/companies/micora", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=4，状态Active。集装箱太阳能/储能微电网。自主部署、故障监控及数据中心客户未明确AI模型核心；功率、98% uptime与展示面板不是实销规模/独立可靠性，能源项目与软件ARR需分开。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-35261-YC", + "companyId": "YC35261", + "title": "Asakana：当前YC复核", + "url": "https://www.ycombinator.com/companies/asakana", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025成立，Team Size=4，状态Active。以AI读取手写/多语订单与历史上下文，匹配商品并写入既有ERP。 官网明确训练于手写资料的AI和搜索，不只创始人Gemini经历；有歧义先交人工，零错误/精度比较为自述。客户节省40%工时、60单/日不作Asakana收入或自身订单量。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-35261-LAUNCH1", + "companyId": "YC35261", + "title": "Asakana: Automating sales and the entire back office for food distributors", + "url": "https://www.ycombinator.com/launches/VrR-asakana-automating-sales-and-the-entire-back-office-for-food-distributors", + "publishedAt": "2026-10-16", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "以AI读取手写/多语订单与历史上下文，匹配商品并写入既有ERP。 官网明确训练于手写资料的AI和搜索，不只创始人Gemini经历；有歧义先交人工，零错误/精度比较为自述。客户节省40%工时、60单/日不作Asakana收入或自身订单量。", + "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。" + }, + { + "id": "UNCLEAR8-35389-YC", + "companyId": null, + "title": "Open Actuation：当前YC复核", + "url": "https://www.ycombinator.com/companies/open-actuation", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=2，状态Active。定制电机/执行器制造，专有设计/加工软件和机器人客户不证明AI模型核心；首工厂每月数千台是产能主张，未给已售/交付或确认收入。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-35396-YC", + "companyId": "YC35396", + "title": "Oasive：当前YC复核", + "url": "https://www.ycombinator.com/companies/oasive", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025成立，Team Size=1，状态Active。以AI研究助手、估值/提前偿付模型提供利率及机构MBS研究分析。 YC当前强调市政债，官网仍将Municipal/ABS/Corporate列Coming next，按已显示MBS/利率交付保留差异。15+机构desk为采用而非付费；创始人旧350B/17B资产组合及示例2.8B不是公司收入/AUM。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-35396-LAUNCH1", + "companyId": "YC35396", + "title": "Oasive: Find better bonds to buy", + "url": "https://www.ycombinator.com/launches/UEq-oasive-find-better-bonds-to-buy", + "publishedAt": "2026-09-23", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "以AI研究助手、估值/提前偿付模型提供利率及机构MBS研究分析。 YC当前强调市政债，官网仍将Municipal/ABS/Corporate列Coming next，按已显示MBS/利率交付保留差异。15+机构desk为采用而非付费；创始人旧350B/17B资产组合及示例2.8B不是公司收入/AUM。", + "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。" + }, + { + "id": "UNCLEAR8-35455-YC", + "companyId": "YC35455", + "title": "Deploy：当前YC复核", + "url": "https://www.ycombinator.com/companies/deploy", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=2，状态Active。将通用机器人模型接到具体任务，跟踪执行并将人工干预回流训练。 当前官网聚焦退货、kitting及FBA prep，YC发布明确模型/人工干预训练。保证吞吐、24/7和无capex是公司主张，未独立核实际履约；不是出售机器人或纯软件毛利。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-35455-LAUNCH1", + "companyId": "YC35455", + "title": "Deploy - The Generalist Robot Deployment Company", + "url": "https://www.ycombinator.com/launches/Ve4-deploy-the-generalist-robot-deployment-company", + "publishedAt": "2026-10-14", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "将通用机器人模型接到具体任务，跟踪执行并将人工干预回流训练。 当前官网聚焦退货、kitting及FBA prep，YC发布明确模型/人工干预训练。保证吞吐、24/7和无capex是公司主张，未独立核实际履约；不是出售机器人或纯软件毛利。", + "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。" + }, + { + "id": "UNCLEAR8-35457-YC", + "companyId": null, + "title": "Kairox Systems：当前YC复核", + "url": "https://www.ycombinator.com/companies/kairox-systems", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=3，状态Active。水空两栖无人系统，未明确学习模型；官网TRL4/仿真及真实测试进行中不同于YC用户验证的商业部署，概念图/军方交流不作付费或独立实证。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-35487-YC", + "companyId": null, + "title": "Streamline Systems：当前YC复核", + "url": "https://www.ycombinator.com/companies/streamline-systems", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=2，状态Active。无GPS导航模块，当前自报自主飞行/控制器适配不足以确认学习模型；官网403无正文，未独立核实部署、许可或收入。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-35523-YC", + "companyId": null, + "title": "twentyfour26：当前YC复核", + "url": "https://www.ycombinator.com/companies/twentyfour26", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=2，状态Active。CNC快速打样及CAD软件规划，官网明确自营生产/检验、逐步教会加工单元；未明确AI学习模型，自动报价/几何分析不自动等AI。示例程序/验收不作客户订单或实测。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-36088-YC", + "companyId": "AI074", + "title": "EveryApp：当前YC复核", + "url": "https://www.ycombinator.com/companies/everyapp", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=2，状态Active。复用EveryApp（含OpenSEO）AI074；开源自托管、未来托管与当前OpenSEO产品分别保存，用户/星标/Cloudflare费用不作公司收入。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-36088-LAUNCH1", + "companyId": "AI074", + "title": "EveryApp - Make every app open source", + "url": "https://www.ycombinator.com/launches/WKA-everyapp-make-every-app-open-source", + "publishedAt": "2026-10-26", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "复用EveryApp（含OpenSEO）AI074；开源自托管、未来托管与当前OpenSEO产品分别保存，用户/星标/Cloudflare费用不作公司收入。", + "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。" + }, + { + "id": "UNCLEAR8-36114-YC", + "companyId": "YC36114", + "title": "Particularity：当前YC复核", + "url": "https://www.ycombinator.com/companies/particularity", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=2，状态Active。用AI Agent检查公开网站及投诉，整理带时间戳的执法调查材料。 YC发布明确AI调查；官网普通HTTP403未读正文。court-ready和法条匹配为厂商主张，不代表法院接受/违规已认定；未检查第三方网站或替政府发起行动。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-36114-LAUNCH1", + "companyId": "YC36114", + "title": "Particularity: AI investigators for government regulators", + "url": "https://www.ycombinator.com/launches/Vq1-particularity-ai-investigators-for-government-regulators", + "publishedAt": "2026-10-15", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "用AI Agent检查公开网站及投诉，整理带时间戳的执法调查材料。 YC发布明确AI调查；官网普通HTTP403未读正文。court-ready和法条匹配为厂商主张，不代表法院接受/违规已认定；未检查第三方网站或替政府发起行动。", + "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。" + }, + { + "id": "UNCLEAR8-36411-YC", + "companyId": "YC36411", + "title": "Vyra：当前YC复核", + "url": "https://www.ycombinator.com/companies/vyra", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=2，状态Active。以对话Agent理解用户素材、剪辑/字幕并生成可导出的成片草稿。 官网95591 creators为采用自述非付费，展示播放量也非收入；MCP套餐24/65与内置AI54/129美元符号/月不混算。三日试用、额度和外部模型成本待核，未上传/生成或运行示例。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-36444-YC", + "companyId": "YC36444", + "title": "Odin Robotics：当前YC复核", + "url": "https://www.ycombinator.com/companies/odin-robotics", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=2，状态Active。用确定性控制配合学习式技能执行机床上下料、包装等多变工序。 官方明确trained models/LLM与学习式技能；试点满意才收费、后续月租/买断分开。演示有2/2.5/3倍速且文字不完全一致，未观看或独立测量吞吐、安全/可靠性。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-36444-LAUNCH1", + "companyId": "YC36444", + "title": "Odin Robotics: Robot arms that do repetitive manual work in existing factories", + "url": "https://www.ycombinator.com/launches/WJg-odin-robotics-robot-arms-that-do-repetitive-manual-work-in-existing-factories", + "publishedAt": "2026-10-23", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "用确定性控制配合学习式技能执行机床上下料、包装等多变工序。 官方明确trained models/LLM与学习式技能；试点满意才收费、后续月租/买断分开。演示有2/2.5/3倍速且文字不完全一致，未观看或独立测量吞吐、安全/可靠性。", + "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。" + }, + { + "id": "UNCLEAR8-36708-YC", + "companyId": null, + "title": "Sinter：当前YC复核", + "url": "https://www.ycombinator.com/companies/sinter-systems", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025成立，Team Size=2，状态Active。塑料制造及快速报价，官网模流仿真/聚合物模具均Coming soon；autonomous/intelligent宣传未明确现行学习模型。示例模具/产线不是实际订单收入，已售FDM与未来模具分开。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-36774-YC", + "companyId": "YC36774", + "title": "ObsessionDB：当前YC复核", + "url": "https://www.ycombinator.com/companies/obsessiondb", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=5，状态Active。以ClickHouse分支及计算存储分离处理Agent日志/轨迹，并提供Agent操作接口。 官网明确Agent隔离只读计算/MCP，分支沙盒Early access、自动伸缩/scale-to-zero Coming with2.0。50TB客户数据及百万请求不是收入；4090 USD/月为默认估算非实际MRR，厂商基准未独立复现。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-36774-LAUNCH1", + "companyId": "YC36774", + "title": "ObsessionDB: a real-time data warehouse built for agents", + "url": "https://www.ycombinator.com/launches/VpG-obsessiondb-a-real-time-data-warehouse-built-for-agents", + "publishedAt": "2026-10-20", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "以ClickHouse分支及计算存储分离处理Agent日志/轨迹，并提供Agent操作接口。 官网明确Agent隔离只读计算/MCP，分支沙盒Early access、自动伸缩/scale-to-zero Coming with2.0。50TB客户数据及百万请求不是收入；4090 USD/月为默认估算非实际MRR，厂商基准未独立复现。", + "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。" + }, + { + "id": "UNCLEAR8-37105-YC", + "companyId": "YC37105", + "title": "Tilion：当前YC复核", + "url": "https://www.ycombinator.com/companies/tilion", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=4，状态Active。提供面向Agent的自修复浏览器运行设施。 YC称每天百万级Agent操作，官网只有候补/联系及愿景；规模/自修复/无监督为自述，未取得运行记录、价格/付费或可靠性验证，没有测试访问限制。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-37137-YC", + "companyId": null, + "title": "Clean：当前YC复核", + "url": "https://www.ycombinator.com/companies/clean", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=5，状态Active。实体信号获客、ICP问答和带来源研究，已读官网/方法/隐私但未明确核心AI模型任务及人工/规则占比；AI Labs名称不单独入表。客户60K签单/120K管线、示例贷款和创始人旧MRR/合同均非Clean当前收入。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-37272-YC", + "companyId": "YC37272", + "title": "The Subvocal Company：当前YC复核", + "url": "https://www.ycombinator.com/companies/the-subvocal-company", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=3，状态Active。用眼镜RF传感及解码模型把无声发音动作转为文字输入。 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。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-37272-LAUNCH1", + "companyId": "YC37272", + "title": "The Subvocal Company: Talk without talking", + "url": "https://www.ycombinator.com/launches/Wf9-the-subvocal-company-talk-without-talking", + "publishedAt": "2026-10-30", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "用眼镜RF传感及解码模型把无声发音动作转为文字输入。 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。", + "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。" + }, + { + "id": "UNCLEAR8-37797-YC", + "companyId": null, + "title": "STASIS：当前YC复核", + "url": "https://www.ycombinator.com/companies/stasis", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=2，状态Active。眼动/健康指标眼镜及自动调光，未取得具体AI模型/学习任务；官网原域跳wearstasis。299预售、激活后才开10/月分析订阅，2026年底至2027初预计出货；不能作当前MRR或临床效度，库存余数/成功提示是页面状态。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-37999-YC", + "companyId": null, + "title": "RATLOG：当前YC复核", + "url": "https://www.ycombinator.com/companies/ratlog", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=4，状态Active。可复用运载火箭，当前公开资料未明确AI主营。400M发射预约协议非确认销售/ARR；旧Lio经历/航天客户及未来11月热试目标不证明AI/已实现经营，官网403未读正文。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-37999-LAUNCH1", + "companyId": null, + "title": "RATLOG: Reusable heavy-lift rockets powered by an engine with 90% fewer parts", + "url": "https://www.ycombinator.com/launches/Vkz-ratlog-reusable-heavy-lift-rockets-powered-by-an-engine-with-90-fewer-parts", + "publishedAt": "2026-10-15", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "可复用运载火箭，当前公开资料未明确AI主营。400M发射预约协议非确认销售/ARR；旧Lio经历/航天客户及未来11月热试目标不证明AI/已实现经营，官网403未读正文。", + "limitation": "历史公司发布；只核业务、交付和指标归属，目标/预约/资产及前事业与收入分开，未运行或独立复现。" + }, + { + "id": "UNCLEAR8-38589-YC", + "companyId": null, + "title": "Keres：当前YC复核", + "url": "https://www.ycombinator.com/companies/keres", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2026成立，Team Size=3，状态Active。可复用无人拦截航空器；自主识别/无人飞行未明确学习模型任务，官网仅航天防务简介。创始人军旅经历与成本宣传不当现产品独立性能、交付或收入。", + "limitation": "成立年/人数及业务截至日为公司自述，法律注册/实际收费未独立核，原初筛不回写。" + }, + { + "id": "UNCLEAR8-35025-HOME", + "companyId": null, + "title": "Inflection Space Systems：本轮官网读取", + "url": "https://inflection-space.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "航天器标准化/工厂自动化，AI-native制造为设计方向，USD按量报价。", + "limitation": "未确认现行学习任务，年万台和Q1 2028首发射是目标；模拟机队和报价不是收入/现役数量。" + }, + { + "id": "UNCLEAR8-35093-HOME", + "companyId": null, + "title": "Aviern：本轮官网读取", + "url": "https://www.aviern.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "普通HTTP读到无人货机、自主飞行示范和A1000规划。", + "limitation": "浏览工具不可读，HTTP正文可读但未明确学习模型；150英里示范、1000磅规划和成本是自述，非许可/实销证明。" + }, + { + "id": "UNCLEAR8-35127-HOME", + "companyId": "YC35127", + "title": "Rhem Labs：本轮官网读取", + "url": "https://www.rhem.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "普通HTTP读到语音AI companion、99 USD/月租赁和尚未就绪/2027-01预计出货。", + "limitation": "确认交付后才开始计期；租赁/买断/旧Plus方案分开，non-medical estimates及续方请求示例不作临床/配药结果，未订购。" + }, + { + "id": "UNCLEAR8-35157-HOME", + "companyId": null, + "title": "Nitroduck：本轮官网读取", + "url": "https://nitroduck.tech/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "官网无可读正文。", + "limitation": "未补当前AI模型/学习任务、产品交付和收入，不因生物模型或网站空白补造数据/认定停服。" + }, + { + "id": "UNCLEAR8-35224-HOME", + "companyId": null, + "title": "Micora：本轮官网读取", + "url": "https://www.micora.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "集装箱太阳能/电池系统及监测，原域重定向www。", + "limitation": "没有明确AI学习模型；展示功率、98%uptime/健康状态不当独立实测/已交付规模。" + }, + { + "id": "UNCLEAR8-35261-HOME", + "companyId": "YC35261", + "title": "Asakana：本轮官网读取", + "url": "https://www.asakana.co/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "官网明确手写/多语资料AI、商品检索及ERP集成，有歧义交人。", + "limitation": "客户工时/订单规模不是Asakana收入，零错误和对手准确率比较为自述，未接入ERP或客户资料。" + }, + { + "id": "UNCLEAR8-35389-HOME", + "companyId": null, + "title": "Open Actuation：本轮官网读取", + "url": "https://openactuation.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "普通HTTP正文可读，定制电机/执行器销售入口。", + "limitation": "浏览工具不可访问，未明确AI学习核心；机器人客户及产能主张不等公司销售/AI主营。" + }, + { + "id": "UNCLEAR8-35396-HOME", + "companyId": "YC35396", + "title": "Oasive：本轮官网读取", + "url": "https://www.oasive.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "普通HTTP读到AI研究、利率和Agency MBS；200美元符号/席/月，机构付费试点后年度协议。", + "limitation": "Municipal/ABS/Corporate仍Coming next，与YC市政债简介差异保留；示例2.8B组合/前雇主资产及采用desk非公司收入或自有AUM。" + }, + { + "id": "UNCLEAR8-35455-HOME", + "companyId": "YC35455", + "title": "Deploy：本轮官网读取", + "url": "https://deployrobotics.co/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "当前退货、kitting、FBA prep机器人站服务、无capex和试点入口。", + "limitation": "YC明确通用模型与人工干预训练；保证吞吐/24x7未独立核，人工/折旧/维护成本待拆。" + }, + { + "id": "UNCLEAR8-35457-HOME", + "companyId": null, + "title": "Kairox Systems：本轮官网读取", + "url": "https://www.kairoxsys.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "两栖无人系统概念/仿真、真实测试进行中，自报TRL4。", + "limitation": "未明确学习模型任务；用户验证/仿真与商业部署分开，只记录高层业务状态不收录实施细节。" + }, + { + "id": "UNCLEAR8-35487-HOME", + "companyId": null, + "title": "Streamline Systems：本轮官网读取", + "url": "https://streamlinesystems.ltd/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "浏览工具不可访问，普通HTTP403。", + "limitation": "未取得官网正文，AI模型、商业部署与财务继续待核；不绕过访问限制或称官网已核。" + }, + { + "id": "UNCLEAR8-35523-HOME", + "companyId": null, + "title": "twentyfour26：本轮官网读取", + "url": "https://twentyfour26.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "CNC打样、CAD几何/报价/规划软件，团队自营加工与检验并逐步自动化。", + "limitation": "没有明确学习模型证据；几何算法/自动报价不自动归AI，示例文件/程序/订单非实际本次生产，不上传CAD。" + }, + { + "id": "UNCLEAR8-36088-HOME", + "companyId": "AI074", + "title": "EveryApp：本轮官网读取", + "url": "https://everyapp.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "开源应用在用户Cloudflare账户内托管、统一网关/MCP，OpenSEO/OpenCRM/OpenMail等分别列出。", + "limitation": "5美元/月是Cloudflare上游方案非EveryApp收入；未用页面设置提示运行/部署，未来托管10/月来自历史发布计划。" + }, + { + "id": "UNCLEAR8-36114-HOME", + "companyId": "YC36114", + "title": "Particularity：本轮官网读取", + "url": "https://particularity.io/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "浏览工具不可访问，普通HTTP403。", + "limitation": "本轮官网正文未取得，AI调查依据公司YC发布；court-ready/违规定性与实际司法接受不能混同。" + }, + { + "id": "UNCLEAR8-36411-HOME", + "companyId": "YC36411", + "title": "Vyra：本轮官网读取", + "url": "https://www.usevyra.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "视频素材理解/剪辑Agent、MCP及内置AI两种交付，创作者采用计数与套餐。", + "limitation": "95591 creators和作品播放量不当付费订阅/收入，外部模型与内置AI成本/额度不同，未上传媒体或运行。" + }, + { + "id": "UNCLEAR8-36444-HOME", + "companyId": "YC36444", + "title": "Odin Robotics：本轮官网读取", + "url": "https://odin-robotics.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "确定性控制加学习技能，完整机器人集成，试点后月租或买断，可远程介入。", + "limitation": "预览倍速标注不完全一致，不以文字/演示推吞吐或独立安全；满意才收费不等收入已实现。" + }, + { + "id": "UNCLEAR8-36708-HOME", + "companyId": null, + "title": "Sinter：本轮官网读取", + "url": "https://www.sinter.systems/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "塑料FDM报价/自营生产；模流仿真与聚合物模具标Coming soon。", + "limitation": "自主/智能宣传未补具体学习任务，演示和未来工艺非当前已履约产品/收入。" + }, + { + "id": "UNCLEAR8-36774-HOME", + "companyId": "YC36774", + "title": "ObsessionDB：本轮官网读取", + "url": "https://obsessiondb.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "Agent隔离计算/MCP/CHKit接口；客户自带云按年度许可运维费，托管资源另计。", + "limitation": "早期Agent数据分支、将来scale-to-zero与现行服务分开；50TB/请求数、客户云费及成本比较不是平台收入，未运行查询/迁移。" + }, + { + "id": "UNCLEAR8-37105-HOME", + "companyId": "YC37105", + "title": "Tilion：本轮官网读取", + "url": "https://tilion.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "Agent浏览器设施标语与候补入口。", + "limitation": "当前操作量/自修复任务来自YC自述，未取得产品记录/计费/独立可靠性；未执行访问或绕过限制。" + }, + { + "id": "UNCLEAR8-37137-HOME", + "companyId": null, + "title": "Clean：本轮官网读取", + "url": "https://www.tryclean.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "实体记录信号获客、ICP问答/推理及客户案例，页面含.example演示。", + "limitation": "核心AI模型/人工规则占比未核，客户60K签单/120Kpipeline、演示贷款和旧事业金额不当Clean收入；未联系客户或连接账户。" + }, + { + "id": "UNCLEAR8-37272-HOME", + "companyId": "YC37272", + "title": "The Subvocal Company：本轮官网读取", + "url": "https://subvocal.company/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "官网无可读正文；公司发布另链预约页subvocal.co/preorder，浏览工具无法访问。", + "limitation": "RF解码模型/199预约依据2026-10-30发布，不称预约页已核，最终图/200WPM是原型/厂商自述不是量产实证。" + }, + { + "id": "UNCLEAR8-37797-HOME", + "companyId": null, + "title": "STASIS：本轮官网读取", + "url": "https://www.wearstasis.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "get-stasis重定向后普通HTTP可读：眼动/调光指标、299预售、激活后分析月费10。", + "limitation": "预计2026年底至2027初出货，预售未收分析订阅；页面确认提示/剩余库存不是已支付/出货证据，未明确AI模型或独立效度。" + }, + { + "id": "UNCLEAR8-37999-HOME", + "companyId": null, + "title": "RATLOG：本轮官网读取", + "url": "https://www.ratlog.space/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "浏览工具不可访问，普通HTTP403。", + "limitation": "火箭与400M预约协议依公司发布，不是确认收入/ARR；AI任务仍未明确，只做业务研究不收录工程实施细节。" + }, + { + "id": "UNCLEAR8-38589-HOME", + "companyId": null, + "title": "Keres：本轮官网读取", + "url": "https://www.keresaero.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "可复用航空防务简短公司简介/联系。", + "limitation": "没有取得具体AI模型任务、已交付/付费或独立效果，不以无人/自动识别文字推学习算法。" + }, + { + "id": "UNCLEAR8-36088-SEO-HOME", + "companyId": "AI074", + "title": "OpenSEO当前产品及EveryApp关联", + "url": "https://openseo.so/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "Agent SEO数据/工具、AI可见度及MCP，页脚Every App Inc/Part of EveryApp；3000+entrepreneurs为采用自述。", + "limitation": "不另计公司，采用/stars不作收入；官网标题pay by use与价表需要有效订阅的条件结合理解，法律并表待核。" + }, + { + "id": "UNCLEAR8-36088-SEO-PRICE", + "companyId": "AI074", + "title": "OpenSEO订阅、用量额度及上游费用", + "url": "https://openseo.so/pricing", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "Base10/Pro30/Agency200美元符号月费含10/36/240用量；额外数据成本加28%，计划额度每期重置，top-up不失效但使用需有效订阅。", + "limitation": "报价/充值/供应商成本/平台净额分开，不能将28%直接当全部收入或利润，Agency含人工启用支持，未取得实际合同/收款。" + }, + { + "id": "UNCLEAR8-36774-PRICE", + "companyId": "YC36774", + "title": "ObsessionDB托管估算与BYOC年度费", + "url": "https://obsessiondb.com/pricing", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "默认配置4090 USD/月为indicative estimate；BYOC另按年度许可/运维/支持费，基础设施由客户云商结算。", + "limitation": "默认计算器不是实际MRR；区域/资源和人工迁移/值班成本待核，auto-scaling/scale-to-zero为2.0计划，未创建实例。" + }, + { + "id": "UNCLEAR8-37137-METHOD", + "companyId": null, + "title": "Clean公开获客方法与缺项", + "url": "https://www.tryclean.ai/how-it-works", + "publishedAt": "2026-09-28", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "公开记录归一、排序、推理后给出买家理由/来源，页面有演示企业和记录。", + "limitation": "没有明确模型/学习任务或人工/规则占比；来源方法不等已核准确率，never sends与当前可选Gmail发送描述差异保留。" + }, + { + "id": "UNCLEAR8-37137-PRIVACY", + "companyId": null, + "title": "Clean当前可选账户功能说明", + "url": "https://www.tryclean.ai/privacy", + "publishedAt": "2026-10-22", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "自述可选Gmail读选定潜客及用户开启的campaign发送，LinkedIn只读；运营方Clean AI Labs Inc。", + "limitation": "协议非独立安全/合规审计，也不单独证明AI核心；与旧方法页never sends不同的当前功能说明，未连接或发送。" + }, + { + "id": "UNCLEAR8-INDEX", + "companyId": null, + "title": "原AI不明候选末批24项与全池核对", + "url": "https://www.ycombinator.com/companies", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "原第169—192项：10新增、1复用EveryApp、13继续AI主营待核；八批192项全池逐条有后续记录。", + "limitation": "110项关联公司、82项继续AI主营待核；已读不是全部确认AI，也非所有来源/财务/技术研究完成，1428原发现审计不回写。" } ], "reviews": [ @@ -83682,6 +84935,166 @@ "UNCLEAR7-34899-HOME" ], "handling": "按当前官方所链页面暂分类并保留差异/主体限制，不从同名自动合并，也不丢原资料；YC30657健康Nori原记录未改。" + }, + { + "id": "UNCLEAR8-R-BUSINESS", + "type": "AI主营末批补证及既有产品复用", + "company": "Rhem Labs、Asakana、Oasive、Deploy、Particularity、Vyra、Odin Robotics、ObsessionDB、Tilion、The Subvocal Company、EveryApp（含OpenSEO）", + "scope": "companies", + "companyIds": [ + "YC35127", + "YC35261", + "YC35396", + "YC35455", + "YC36114", + "YC36411", + "YC36444", + "YC36774", + "YC37105", + "YC37272", + "AI074" + ], + "summary": "10新增、EveryApp复用；行业应用、视频、个人终端、机器人运营与Agent数据库/浏览设施按当前交付归类。", + "evidenceIds": [ + "UNCLEAR8-35127-YC", + "UNCLEAR8-35261-YC", + "UNCLEAR8-35396-YC", + "UNCLEAR8-35455-YC", + "UNCLEAR8-36114-YC", + "UNCLEAR8-36411-YC", + "UNCLEAR8-36444-YC", + "UNCLEAR8-36774-YC", + "UNCLEAR8-37105-YC", + "UNCLEAR8-37272-YC", + "UNCLEAR8-36088-YC" + ], + "handling": "不以创始人旧资产、采用/订单规模和目标价格补收入；成立/团队、法律主体、履约和技术效果限制保留。" + }, + { + "id": "UNCLEAR8-R-PENDING", + "type": "末批自主硬件、制造及健康设备AI缺项", + "company": "YC AI不明候选末批及全池", + "scope": "dataset", + "summary": "13项保留待核；未来AI-native、.ai域名、传感/控制/自动报价、AI客户和问答界面不单独补足核心任务。", + "evidenceIds": [ + "UNCLEAR8-INDEX", + "UNCLEAR8-35025-YC", + "UNCLEAR8-35093-YC", + "UNCLEAR8-35157-YC", + "UNCLEAR8-35224-YC", + "UNCLEAR8-35389-YC", + "UNCLEAR8-35457-YC", + "UNCLEAR8-35487-YC", + "UNCLEAR8-35523-YC", + "UNCLEAR8-36708-YC", + "UNCLEAR8-37137-YC", + "UNCLEAR8-37797-YC", + "UNCLEAR8-37999-YC", + "UNCLEAR8-38589-YC" + ], + "handling": "STASIS预售与未激活分析订阅、RATLOG预约协议非ARR；Clean客户/旧事业金额非自身收入，模具/航天/飞行未来交付与现行分开，不作永久排除。" + }, + { + "id": "UNCLEAR8-R-TECH", + "type": "原型、自述模型和正式交付的边界", + "company": "Rhem Labs、Asakana、Oasive、Deploy、Particularity、Vyra、Odin Robotics、ObsessionDB、Tilion、The Subvocal Company", + "scope": "companies", + "companyIds": [ + "YC35127", + "YC35261", + "YC35396", + "YC35455", + "YC36114", + "YC36411", + "YC36444", + "YC36774", + "YC37105", + "YC37272" + ], + "summary": "10项为描述级；Subvocal仍原型、Rhem尚未就绪，ObsessionDB分支早期访问/自动伸缩未来，Odin倍速演示不当测试。", + "evidenceIds": [ + "UNCLEAR8-35127-HOME", + "UNCLEAR8-35261-HOME", + "UNCLEAR8-35396-HOME", + "UNCLEAR8-35455-HOME", + "UNCLEAR8-36114-HOME", + "UNCLEAR8-36411-HOME", + "UNCLEAR8-36444-HOME", + "UNCLEAR8-36774-HOME", + "UNCLEAR8-37105-HOME", + "UNCLEAR8-37272-HOME", + "UNCLEAR8-36774-PRICE", + "UNCLEAR8-37272-LAUNCH1" + ], + "handling": "未安装、编译、上传客户数据、交易或运行模型；标准/法律/健康效果与独立验证分开，未以原型演示打技术强弱分数。" + }, + { + "id": "UNCLEAR8-R-REVENUE", + "type": "预订、交付后计费与上游资源不作已实现ARR", + "company": "Rhem Labs、Oasive、Vyra、Odin Robotics、ObsessionDB、EveryApp（含OpenSEO）、The Subvocal Company", + "scope": "companies", + "companyIds": [ + "YC35127", + "YC35396", + "YC36411", + "YC36444", + "YC36774", + "AI074", + "YC37272" + ], + "summary": "Rhem交付后99 USD/月与旧买断包服务分别保留，Subvocal199预约、Odin月租/买断、EveryApp托管计划与OpenSEO现行套餐分开。", + "evidenceIds": [ + "UNCLEAR8-35127-HOME", + "UNCLEAR8-35127-LAUNCH1", + "UNCLEAR8-35396-HOME", + "UNCLEAR8-36411-HOME", + "UNCLEAR8-36444-HOME", + "UNCLEAR8-36774-PRICE", + "UNCLEAR8-36088-SEO-PRICE", + "UNCLEAR8-37272-LAUNCH1" + ], + "handling": "无新增可比平台MRR；默认计算器、上游Cloudflare5/月、前雇主350B/17B资产、用户/星标及客户处理量均不能入自身ARR或领域均值。" + }, + { + "id": "UNCLEAR8-R-IDENTITY", + "type": "同一公司多产品/收费与交付状态差异", + "company": "EveryApp（含OpenSEO）、Oasive、Rhem Labs", + "scope": "companies", + "companyIds": [ + "AI074", + "YC35396", + "YC35127" + ], + "summary": "EveryApp/OpenSEO同一既有ID；Oasive市政债简介与官网Coming next、Rhem旧买断与现租赁分别保存。", + "evidenceIds": [ + "UNCLEAR8-36088-YC", + "UNCLEAR8-36088-HOME", + "UNCLEAR8-36088-SEO-HOME", + "UNCLEAR8-36088-SEO-PRICE", + "UNCLEAR8-35396-YC", + "UNCLEAR8-35396-HOME", + "UNCLEAR8-35127-HOME", + "UNCLEAR8-35127-LAUNCH1" + ], + "handling": "不新增EveryApp重复主体/后续复核行，保留原证据；来源/方案差异不自动等法律主体变化或财务造假，独立合同与版本日期待核。" + }, + { + "id": "UNCLEAR8-R-POOL", + "type": "原192项AI不明名单逐条补核范围", + "company": "YC AI不明候选末批及全池", + "scope": "dataset", + "summary": "八批24项按原顺序覆盖192个唯一YC页面，110已关联（103本轮新增、7复用既有公司）、82保留AI主营待核；EveryApp此前已核，此轮复用而不额外加1。", + "evidenceIds": [ + "UNCLEAR8-INDEX", + "UNCLEAR1-INDEX", + "UNCLEAR2-INDEX", + "UNCLEAR3-INDEX", + "UNCLEAR4-INDEX", + "UNCLEAR5-INDEX", + "UNCLEAR6-INDEX", + "UNCLEAR7-INDEX" + ], + "handling": "名单已读范围完整，但82缺项尚未解决；268年范围外/缺失、6成立冲突及其他来源边界仍继续，不能称全部研究完成，原1428/928发现计数不改。" } ], "coverage": { @@ -88775,6 +90188,380 @@ "note": "原ai-unclear，YC自报2026成立。以Agent可组合的内容、搜索可见度、线索和发信工具构建增长工作流。 YC称增长编码Agent/harness，官网当前更明确营销原语，按C06；100+teams为采用自述。Acme/214家Stripe验证等为明确fictional/illustrative演示，不作真实客户付款或收入，未执行页面命令或发信。 补证关联不代表财务、法律和技术已独立审计。" } ] + }, + { + "id": "YC-AI-UNCLEAR-8", + "sourceId": "S01", + "url": "https://www.ycombinator.com/companies", + "accessedAt": "2026-10-31", + "scope": "原192项AI不明第169—192项按发现顺序补核；10新增、1复用EveryApp、13继续AI主营待核。八批192项全池有后续记录：110关联公司、82待核；原初筛不回写，已读不等全部确认为AI。", + "complete": false, + "records": [ + { + "id": "YC-AI8-35025", + "name": "Inflection Space Systems", + "url": "https://www.ycombinator.com/companies/inflection-space-systems", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR8-35025-YC", + "UNCLEAR8-35025-LAUNCH1", + "UNCLEAR8-35025-HOME" + ], + "note": "原ai-unclear，YC自报2025成立。航天器量产/工厂自动化，官网和发布称未来各环节AI-native但未明确现行学习任务/交付；首发射Q1 2028、年万台为目标。USD单价150万等报价及客户预约不等已实现销售/ARR，模拟机队不当现役规模。 AI主营继续待核，不强行入公司表，也非永久排除。" + }, + { + "id": "YC-AI8-35093", + "name": "Aviern", + "url": "https://www.ycombinator.com/companies/aviern", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR8-35093-YC", + "UNCLEAR8-35093-LAUNCH1", + "UNCLEAR8-35093-HOME" + ], + "note": "原ai-unclear，YC自报2026成立。无人货机、自研autopilot/perception及自主飞行示范，未明确学习模型/AI核心实现。原型、Q1 2027/2028目标及官网1000磅规划不作量产/商业获准或收入，行业货值8.3万亿非公司营收。 AI主营继续待核，不强行入公司表，也非永久排除。" + }, + { + "id": "YC-AI8-35127", + "name": "Rhem Labs", + "url": "https://www.ycombinator.com/companies/rhem-labs", + "categoryId": "C09", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC35127", + "evidenceIds": [ + "UNCLEAR8-35127-YC", + "UNCLEAR8-35127-LAUNCH1", + "UNCLEAR8-35127-HOME" + ], + "note": "原ai-unclear，YC自报2025成立。以语音AI桌面设备协助日常任务、记录健康趋势并联系家属。 当前官网明确AI companion、99 USD/月从确认交付后计期，2027-01-20至31预计发货且尚未就绪；与10月发布1099买断加两年Plus不同方案分别保留。读数为非医疗估计，任务演示不证明药物已配发或护理替代。 补证关联不等独立财务、技术或法律审计。" + }, + { + "id": "YC-AI8-35157", + "name": "Nitroduck", + "url": "https://www.ycombinator.com/companies/nitroduck", + "categoryId": "C07", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR8-35157-YC", + "UNCLEAR8-35157-HOME" + ], + "note": "原ai-unclear，YC自报2026成立。作物基因编辑平台，当前简介及无正文官网未确认AI学习任务；基因编辑/效果方向不自动等AI主营，未核许可、独立效果/实际产品收入。 AI主营继续待核，不强行入公司表，也非永久排除。" + }, + { + "id": "YC-AI8-35224", + "name": "Micora", + "url": "https://www.ycombinator.com/companies/micora", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR8-35224-YC", + "UNCLEAR8-35224-HOME" + ], + "note": "原ai-unclear，YC自报2026成立。集装箱太阳能/储能微电网。自主部署、故障监控及数据中心客户未明确AI模型核心；功率、98% uptime与展示面板不是实销规模/独立可靠性，能源项目与软件ARR需分开。 AI主营继续待核，不强行入公司表，也非永久排除。" + }, + { + "id": "YC-AI8-35261", + "name": "Asakana", + "url": "https://www.ycombinator.com/companies/asakana", + "categoryId": "C07", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC35261", + "evidenceIds": [ + "UNCLEAR8-35261-YC", + "UNCLEAR8-35261-LAUNCH1", + "UNCLEAR8-35261-HOME" + ], + "note": "原ai-unclear，YC自报2025成立。以AI读取手写/多语订单与历史上下文，匹配商品并写入既有ERP。 官网明确训练于手写资料的AI和搜索，不只创始人Gemini经历；有歧义先交人工，零错误/精度比较为自述。客户节省40%工时、60单/日不作Asakana收入或自身订单量。 补证关联不等独立财务、技术或法律审计。" + }, + { + "id": "YC-AI8-35389", + "name": "Open Actuation", + "url": "https://www.ycombinator.com/companies/open-actuation", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR8-35389-YC", + "UNCLEAR8-35389-HOME" + ], + "note": "原ai-unclear，YC自报2026成立。定制电机/执行器制造，专有设计/加工软件和机器人客户不证明AI模型核心；首工厂每月数千台是产能主张，未给已售/交付或确认收入。 AI主营继续待核，不强行入公司表，也非永久排除。" + }, + { + "id": "YC-AI8-35396", + "name": "Oasive", + "url": "https://www.ycombinator.com/companies/oasive", + "categoryId": "C07", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC35396", + "evidenceIds": [ + "UNCLEAR8-35396-YC", + "UNCLEAR8-35396-LAUNCH1", + "UNCLEAR8-35396-HOME" + ], + "note": "原ai-unclear，YC自报2025成立。以AI研究助手、估值/提前偿付模型提供利率及机构MBS研究分析。 YC当前强调市政债，官网仍将Municipal/ABS/Corporate列Coming next，按已显示MBS/利率交付保留差异。15+机构desk为采用而非付费；创始人旧350B/17B资产组合及示例2.8B不是公司收入/AUM。 补证关联不等独立财务、技术或法律审计。" + }, + { + "id": "YC-AI8-35455", + "name": "Deploy", + "url": "https://www.ycombinator.com/companies/deploy", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC35455", + "evidenceIds": [ + "UNCLEAR8-35455-YC", + "UNCLEAR8-35455-LAUNCH1", + "UNCLEAR8-35455-HOME" + ], + "note": "原ai-unclear，YC自报2026成立。将通用机器人模型接到具体任务，跟踪执行并将人工干预回流训练。 当前官网聚焦退货、kitting及FBA prep，YC发布明确模型/人工干预训练。保证吞吐、24/7和无capex是公司主张，未独立核实际履约；不是出售机器人或纯软件毛利。 补证关联不等独立财务、技术或法律审计。" + }, + { + "id": "YC-AI8-35457", + "name": "Kairox Systems", + "url": "https://www.ycombinator.com/companies/kairox-systems", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR8-35457-YC", + "UNCLEAR8-35457-HOME" + ], + "note": "原ai-unclear，YC自报2026成立。水空两栖无人系统，未明确学习模型；官网TRL4/仿真及真实测试进行中不同于YC用户验证的商业部署，概念图/军方交流不作付费或独立实证。 AI主营继续待核，不强行入公司表，也非永久排除。" + }, + { + "id": "YC-AI8-35487", + "name": "Streamline Systems", + "url": "https://www.ycombinator.com/companies/streamline-systems", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR8-35487-YC", + "UNCLEAR8-35487-HOME" + ], + "note": "原ai-unclear，YC自报2026成立。无GPS导航模块，当前自报自主飞行/控制器适配不足以确认学习模型；官网403无正文，未独立核实部署、许可或收入。 AI主营继续待核，不强行入公司表，也非永久排除。" + }, + { + "id": "YC-AI8-35523", + "name": "twentyfour26", + "url": "https://www.ycombinator.com/companies/twentyfour26", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR8-35523-YC", + "UNCLEAR8-35523-HOME" + ], + "note": "原ai-unclear，YC自报2026成立。CNC快速打样及CAD软件规划，官网明确自营生产/检验、逐步教会加工单元；未明确AI学习模型，自动报价/几何分析不自动等AI。示例程序/验收不作客户订单或实测。 AI主营继续待核，不强行入公司表，也非永久排除。" + }, + { + "id": "YC-AI8-36088", + "name": "EveryApp", + "url": "https://www.ycombinator.com/companies/everyapp", + "categoryId": "C03", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "AI074", + "evidenceIds": [ + "UNCLEAR8-36088-YC", + "UNCLEAR8-36088-LAUNCH1", + "UNCLEAR8-36088-HOME", + "UNCLEAR8-36088-SEO-HOME", + "UNCLEAR8-36088-SEO-PRICE" + ], + "note": "原ai-unclear，YC自报2026成立。复用EveryApp（含OpenSEO）AI074；开源自托管、未来托管与当前OpenSEO产品分别保存，用户/星标/Cloudflare费用不作公司收入。 补证关联不等独立财务、技术或法律审计。" + }, + { + "id": "YC-AI8-36114", + "name": "Particularity", + "url": "https://www.ycombinator.com/companies/particularity", + "categoryId": "C07", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC36114", + "evidenceIds": [ + "UNCLEAR8-36114-YC", + "UNCLEAR8-36114-LAUNCH1", + "UNCLEAR8-36114-HOME" + ], + "note": "原ai-unclear，YC自报2026成立。用AI Agent检查公开网站及投诉，整理带时间戳的执法调查材料。 YC发布明确AI调查；官网普通HTTP403未读正文。court-ready和法条匹配为厂商主张，不代表法院接受/违规已认定；未检查第三方网站或替政府发起行动。 补证关联不等独立财务、技术或法律审计。" + }, + { + "id": "YC-AI8-36411", + "name": "Vyra", + "url": "https://www.ycombinator.com/companies/vyra", + "categoryId": "C08", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC36411", + "evidenceIds": [ + "UNCLEAR8-36411-YC", + "UNCLEAR8-36411-HOME" + ], + "note": "原ai-unclear，YC自报2026成立。以对话Agent理解用户素材、剪辑/字幕并生成可导出的成片草稿。 官网95591 creators为采用自述非付费，展示播放量也非收入；MCP套餐24/65与内置AI54/129美元符号/月不混算。三日试用、额度和外部模型成本待核，未上传/生成或运行示例。 补证关联不等独立财务、技术或法律审计。" + }, + { + "id": "YC-AI8-36444", + "name": "Odin Robotics", + "url": "https://www.ycombinator.com/companies/odin-robotics", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC36444", + "evidenceIds": [ + "UNCLEAR8-36444-YC", + "UNCLEAR8-36444-LAUNCH1", + "UNCLEAR8-36444-HOME" + ], + "note": "原ai-unclear，YC自报2026成立。用确定性控制配合学习式技能执行机床上下料、包装等多变工序。 官方明确trained models/LLM与学习式技能；试点满意才收费、后续月租/买断分开。演示有2/2.5/3倍速且文字不完全一致，未观看或独立测量吞吐、安全/可靠性。 补证关联不等独立财务、技术或法律审计。" + }, + { + "id": "YC-AI8-36708", + "name": "Sinter", + "url": "https://www.ycombinator.com/companies/sinter-systems", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR8-36708-YC", + "UNCLEAR8-36708-HOME" + ], + "note": "原ai-unclear，YC自报2025成立。塑料制造及快速报价，官网模流仿真/聚合物模具均Coming soon；autonomous/intelligent宣传未明确现行学习模型。示例模具/产线不是实际订单收入，已售FDM与未来模具分开。 AI主营继续待核，不强行入公司表，也非永久排除。" + }, + { + "id": "YC-AI8-36774", + "name": "ObsessionDB", + "url": "https://www.ycombinator.com/companies/obsessiondb", + "categoryId": "C03", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC36774", + "evidenceIds": [ + "UNCLEAR8-36774-YC", + "UNCLEAR8-36774-LAUNCH1", + "UNCLEAR8-36774-HOME", + "UNCLEAR8-36774-PRICE" + ], + "note": "原ai-unclear，YC自报2026成立。以ClickHouse分支及计算存储分离处理Agent日志/轨迹，并提供Agent操作接口。 官网明确Agent隔离只读计算/MCP，分支沙盒Early access、自动伸缩/scale-to-zero Coming with2.0。50TB客户数据及百万请求不是收入；4090 USD/月为默认估算非实际MRR，厂商基准未独立复现。 补证关联不等独立财务、技术或法律审计。" + }, + { + "id": "YC-AI8-37105", + "name": "Tilion", + "url": "https://www.ycombinator.com/companies/tilion", + "categoryId": "C03", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC37105", + "evidenceIds": [ + "UNCLEAR8-37105-YC", + "UNCLEAR8-37105-HOME" + ], + "note": "原ai-unclear，YC自报2026成立。提供面向Agent的自修复浏览器运行设施。 YC称每天百万级Agent操作，官网只有候补/联系及愿景；规模/自修复/无监督为自述，未取得运行记录、价格/付费或可靠性验证，没有测试访问限制。 补证关联不等独立财务、技术或法律审计。" + }, + { + "id": "YC-AI8-37137", + "name": "Clean", + "url": "https://www.ycombinator.com/companies/clean", + "categoryId": "C06", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR8-37137-YC", + "UNCLEAR8-37137-HOME", + "UNCLEAR8-37137-METHOD", + "UNCLEAR8-37137-PRIVACY" + ], + "note": "原ai-unclear，YC自报2026成立。实体信号获客、ICP问答和带来源研究，已读官网/方法/隐私但未明确核心AI模型任务及人工/规则占比；AI Labs名称不单独入表。客户60K签单/120K管线、示例贷款和创始人旧MRR/合同均非Clean当前收入。 AI主营继续待核，不强行入公司表，也非永久排除。" + }, + { + "id": "YC-AI8-37272", + "name": "The Subvocal Company", + "url": "https://www.ycombinator.com/companies/the-subvocal-company", + "categoryId": "C09", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC37272", + "evidenceIds": [ + "UNCLEAR8-37272-YC", + "UNCLEAR8-37272-LAUNCH1", + "UNCLEAR8-37272-HOME" + ], + "note": "原ai-unclear，YC自报2026成立。用眼镜RF传感及解码模型把无声发音动作转为文字输入。 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。 补证关联不等独立财务、技术或法律审计。" + }, + { + "id": "YC-AI8-37797", + "name": "STASIS", + "url": "https://www.ycombinator.com/companies/stasis", + "categoryId": "C09", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR8-37797-YC", + "UNCLEAR8-37797-HOME" + ], + "note": "原ai-unclear，YC自报2026成立。眼动/健康指标眼镜及自动调光，未取得具体AI模型/学习任务；官网原域跳wearstasis。299预售、激活后才开10/月分析订阅，2026年底至2027初预计出货；不能作当前MRR或临床效度，库存余数/成功提示是页面状态。 AI主营继续待核，不强行入公司表，也非永久排除。" + }, + { + "id": "YC-AI8-37999", + "name": "RATLOG", + "url": "https://www.ycombinator.com/companies/ratlog", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR8-37999-YC", + "UNCLEAR8-37999-LAUNCH1", + "UNCLEAR8-37999-HOME" + ], + "note": "原ai-unclear，YC自报2026成立。可复用运载火箭，当前公开资料未明确AI主营。400M发射预约协议非确认销售/ARR；旧Lio经历/航天客户及未来11月热试目标不证明AI/已实现经营，官网403未读正文。 AI主营继续待核，不强行入公司表，也非永久排除。" + }, + { + "id": "YC-AI8-38589", + "name": "Keres", + "url": "https://www.ycombinator.com/companies/keres", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR8-38589-YC", + "UNCLEAR8-38589-HOME" + ], + "note": "原ai-unclear，YC自报2026成立。可复用无人拦截航空器；自主识别/无人飞行未明确学习模型任务，官网仅航天防务简介。创始人军旅经历与成本宣传不当现产品独立性能、交付或收入。 AI主营继续待核，不强行入公司表，也非永久排除。" + } + ] } ], "directoryRechecks": [ @@ -88782,13 +90569,18 @@ "ycId": 36088, "originalStatus": "ai-unclear", "companyId": "AI074", - "reviewedAt": "2026-10-30", + "reviewedAt": "2026-10-31", "evidenceIds": [ "EA-YC", "EA-HOME", - "SEO-HOME" + "SEO-HOME", + "UNCLEAR8-36088-YC", + "UNCLEAR8-36088-LAUNCH1", + "UNCLEAR8-36088-HOME", + "UNCLEAR8-36088-SEO-HOME", + "UNCLEAR8-36088-SEO-PRICE" ], - "reason": "原快照规则初筛未确认AI主营；本次确认Agent应用托管、MCP及OpenSEO产品关联后入表。保留2026成立来源及法律主体待核限制，不更改原初筛状态或928条发现计数。" + "reason": "原快照规则初筛未确认AI主营；本次确认Agent应用托管、MCP及OpenSEO产品关联后入表。保留2026成立来源及法律主体待核限制，不更改原初筛状态或928条发现计数。 2026-10-31末批再次核对，复用原ID，不重复计公司/原928。" }, { "ycId": 30193, @@ -89981,6 +91773,125 @@ "UNCLEAR7-34899-HOME" ], "reason": "本轮明确当前AI任务/专用模型运行或训练交付，补证入表。YC称增长编码Agent/harness，官网当前更明确营销原语，按C06；100+teams为采用自述。Acme/214家Stripe验证等为明确fictional/illustrative演示，不作真实客户付款或收入，未执行页面命令或发信。 不回写1428原发现审计及928初始新增。" + }, + { + "ycId": 35127, + "originalStatus": "ai-unclear", + "companyId": "YC35127", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR8-35127-YC", + "UNCLEAR8-35127-LAUNCH1", + "UNCLEAR8-35127-HOME" + ], + "reason": "当前资料补足AI任务/专用运行设施，补证入表。当前官网明确AI companion、99 USD/月从确认交付后计期，2027-01-20至31预计发货且尚未就绪；与10月发布1099买断加两年Plus不同方案分别保留。读数为非医疗估计，任务演示不证明药物已配发或护理替代。 不回写1428原审计及928初始新增。" + }, + { + "ycId": 35261, + "originalStatus": "ai-unclear", + "companyId": "YC35261", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR8-35261-YC", + "UNCLEAR8-35261-LAUNCH1", + "UNCLEAR8-35261-HOME" + ], + "reason": "当前资料补足AI任务/专用运行设施，补证入表。官网明确训练于手写资料的AI和搜索，不只创始人Gemini经历；有歧义先交人工，零错误/精度比较为自述。客户节省40%工时、60单/日不作Asakana收入或自身订单量。 不回写1428原审计及928初始新增。" + }, + { + "ycId": 35396, + "originalStatus": "ai-unclear", + "companyId": "YC35396", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR8-35396-YC", + "UNCLEAR8-35396-LAUNCH1", + "UNCLEAR8-35396-HOME" + ], + "reason": "当前资料补足AI任务/专用运行设施，补证入表。YC当前强调市政债，官网仍将Municipal/ABS/Corporate列Coming next，按已显示MBS/利率交付保留差异。15+机构desk为采用而非付费；创始人旧350B/17B资产组合及示例2.8B不是公司收入/AUM。 不回写1428原审计及928初始新增。" + }, + { + "ycId": 35455, + "originalStatus": "ai-unclear", + "companyId": "YC35455", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR8-35455-YC", + "UNCLEAR8-35455-LAUNCH1", + "UNCLEAR8-35455-HOME" + ], + "reason": "当前资料补足AI任务/专用运行设施，补证入表。当前官网聚焦退货、kitting及FBA prep，YC发布明确模型/人工干预训练。保证吞吐、24/7和无capex是公司主张，未独立核实际履约；不是出售机器人或纯软件毛利。 不回写1428原审计及928初始新增。" + }, + { + "ycId": 36114, + "originalStatus": "ai-unclear", + "companyId": "YC36114", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR8-36114-YC", + "UNCLEAR8-36114-LAUNCH1", + "UNCLEAR8-36114-HOME" + ], + "reason": "当前资料补足AI任务/专用运行设施，补证入表。YC发布明确AI调查；官网普通HTTP403未读正文。court-ready和法条匹配为厂商主张，不代表法院接受/违规已认定；未检查第三方网站或替政府发起行动。 不回写1428原审计及928初始新增。" + }, + { + "ycId": 36411, + "originalStatus": "ai-unclear", + "companyId": "YC36411", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR8-36411-YC", + "UNCLEAR8-36411-HOME" + ], + "reason": "当前资料补足AI任务/专用运行设施，补证入表。官网95591 creators为采用自述非付费，展示播放量也非收入；MCP套餐24/65与内置AI54/129美元符号/月不混算。三日试用、额度和外部模型成本待核，未上传/生成或运行示例。 不回写1428原审计及928初始新增。" + }, + { + "ycId": 36444, + "originalStatus": "ai-unclear", + "companyId": "YC36444", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR8-36444-YC", + "UNCLEAR8-36444-LAUNCH1", + "UNCLEAR8-36444-HOME" + ], + "reason": "当前资料补足AI任务/专用运行设施，补证入表。官方明确trained models/LLM与学习式技能；试点满意才收费、后续月租/买断分开。演示有2/2.5/3倍速且文字不完全一致，未观看或独立测量吞吐、安全/可靠性。 不回写1428原审计及928初始新增。" + }, + { + "ycId": 36774, + "originalStatus": "ai-unclear", + "companyId": "YC36774", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR8-36774-YC", + "UNCLEAR8-36774-LAUNCH1", + "UNCLEAR8-36774-HOME", + "UNCLEAR8-36774-PRICE" + ], + "reason": "当前资料补足AI任务/专用运行设施，补证入表。官网明确Agent隔离只读计算/MCP，分支沙盒Early access、自动伸缩/scale-to-zero Coming with2.0。50TB客户数据及百万请求不是收入；4090 USD/月为默认估算非实际MRR，厂商基准未独立复现。 不回写1428原审计及928初始新增。" + }, + { + "ycId": 37105, + "originalStatus": "ai-unclear", + "companyId": "YC37105", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR8-37105-YC", + "UNCLEAR8-37105-HOME" + ], + "reason": "当前资料补足AI任务/专用运行设施，补证入表。YC称每天百万级Agent操作，官网只有候补/联系及愿景；规模/自修复/无监督为自述，未取得运行记录、价格/付费或可靠性验证，没有测试访问限制。 不回写1428原审计及928初始新增。" + }, + { + "ycId": 37272, + "originalStatus": "ai-unclear", + "companyId": "YC37272", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR8-37272-YC", + "UNCLEAR8-37272-LAUNCH1", + "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。" } ] } diff --git a/content/research/ai-companies.sources.json b/content/research/ai-companies.sources.json index c7bc9f0..c4f8373 100644 --- a/content/research/ai-companies.sources.json +++ b/content/research/ai-companies.sources.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-ai-unclear-7", + "version": "2026-10-31-ai-unclear-8", "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项已补核七批168项：93新增、6复用、69保留AI主营待核；另此前OpenSEO1项，合计169项有后续记录，其余23项继续。原发现审计/928初始新增不回写。Nori机器人与健康软件分开；Letter当前营销、Kailash当前机器人与YC旧方向差异保留。Nori硬件sales、预付计算余额、客户节省/机队、旧药房/app收入和虚构支付演示不进平台MRR；Graphify函数solver/预算边界及自有基准不当独立验证，生物/材料/自主硬件AI核心缺项继续核。" + "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。" }, { "id": "S02", diff --git a/content/research/ai-income-analysis.json b/content/research/ai-income-analysis.json index d03916b..0b54202 100644 --- a/content/research/ai-income-analysis.json +++ b/content/research/ai-income-analysis.json @@ -1,5 +1,5 @@ { - "sourceVersion": "2026-10-31-ai-unclear-7", + "sourceVersion": "2026-10-31-ai-unclear-8", "asOf": "2026-10-31", "metric": "platform-mrr-usd", "sampleUnit": "product-or-business", diff --git a/scripts/audit-ai-research.py b/scripts/audit-ai-research.py index 281c2d4..5b36e82 100644 --- a/scripts/audit-ai-research.py +++ b/scripts/audit-ai-research.py @@ -121,6 +121,31 @@ def candidate_register(): return lines +def uncertain_ai_followups(): + original = {row['source']: row for row in AUDIT['records'] if row['status'] == 'ai-unclear'} + rows = [row for batch in DATA.get('candidateBatches', []) + if batch['id'].startswith('YC-AI-UNCLEAR-') for row in batch['records']] + if not rows: + return [] + urls = [row['url'] for row in rows] + assert len(set(urls)) == len(urls), 'Duplicate AI-relevance follow-up URL' + rechecks = {row['ycId']: row for row in DATA.get('directoryRechecks', [])} + counts = Counter(row['status'] for row in rows) + assert set(counts) <= {'linked', 'pending-ai'} + for row in rows: + assert row['url'] in original and row.get('evidenceIds') + baseline = original[row['url']] + if row['status'] == 'linked': + assert rechecks[baseline['ycId']]['companyId'] == row['companyId'] + else: + assert not row.get('companyId') and baseline['ycId'] not in rechecks + unread = len(original) - len(rows) + assert unread >= 0 + return ['', '## 原AI主营不明名单的后续覆盖', '', + f"原名单{len(original)}项，已有后续记录{len(rows)}项：{counts['linked']}项关联公司、{counts['pending-ai']}项仍待核AI主营，{unread}项尚无本批系列的后续记录。计数按原始YC页面去重；EveryApp此前的独立复核与末批记录不重复相加。", '', + '读完名单只证明每项有可回查的处理记录，不证明待核项均为AI公司，也不证明法律主体、收入或技术效果已独立验证。原始发现审计保持不变，成立年范围外/缺失、成立冲突及其他来源的缺项仍单列。', ''] + + def directory_rechecks(): rows = DATA.get('directoryRechecks', []) if not rows: @@ -217,13 +242,14 @@ def render(): lines.append(f"| {name} | {len(entries)} | {len({e['url'] for e in entries})} | {note} |") others = [e for e in DATA['evidence'] if urlsplit(e['url']).netloc not in included] lines.append(f"| 其他官网、评测及公开资料 | {len(others)} | {len({e['url'] for e in others})} | 按每条来源限制理解，不能统一当作独立证据 |") + lines += uncertain_ai_followups() lines += directory_rechecks() lines += source_register() lines += context_methods() lines += candidate_register() lines += ['', '## 尚未满足的研究条件', '', '行业ARR比较仍缺统一业务截止日、币种、经常性定义和业务边界。现有平台MRR可描述已采集产品，不足以代表全部新公司。技术评测只覆盖所列版本与任务，不宜跨领域汇总为统一强弱分数。', '', - '下一轮优先补收入线索的日期及合同定义、非YC和非英文来源、规则初分的人工复核，以及停止服务或被收购案例。这样能减少“只见赢家”和“只见融资公司”的偏差。公开来源池之外的未披露公司仍无法证明已被穷尽。', '', + '下一轮优先补收入线索的日期及合同定义、成立年冲突、AI主营仍待核项、非YC和非英文来源，以及停止服务或被收购案例。这样能减少“只见赢家”和“只见融资公司”的偏差。公开来源池之外的未披露公司仍无法证明已被穷尽。', '', ] return '\n'.join(lines)