diff --git a/apps/docs/scripts/auth-cli.ts b/apps/docs/scripts/auth-cli.ts index f3a7e09..a2b77cf 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, 1051); + assert.equal(research.companies.length, 1065); assert.equal(research.categories.length, 11); - assert.equal(research.evidence.length, 2697); - assert.equal(research.observations.length, 366); + assert.equal(research.evidence.length, 2764); + assert.equal(research.observations.length, 372); 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/src/lib/ai-research.ts b/apps/docs/src/lib/ai-research.ts index 22f5744..d37cef0 100644 --- a/apps/docs/src/lib/ai-research.ts +++ b/apps/docs/src/lib/ai-research.ts @@ -48,7 +48,7 @@ export type ResearchCandidateBatch = { records: { id: string; name: string; url: string | null; categoryId: string; kind: "product" | "company" | "promotion"; profileStatus: "readable" | "unavailable" | "archive-only"; - status: "pending-year" | "linked" | "existing-outside-cohort" | "outside-cohort" | "promotion"; + status: "pending-year" | "pending-ai" | "linked" | "existing-outside-cohort" | "outside-cohort" | "promotion"; companyId?: string; evidenceIds?: string[]; note: string; }[]; }; @@ -125,13 +125,13 @@ export function validateResearch(snapshot: ResearchSnapshot) { if (!row.name.trim() || !row.note.trim() || !categories.has(row.categoryId) || !["product", "company", "promotion"].includes(row.kind) || !["readable", "unavailable", "archive-only"].includes(row.profileStatus) || - !["pending-year", "linked", "existing-outside-cohort", "outside-cohort", "promotion"].includes(row.status) || + !["pending-year", "pending-ai", "linked", "existing-outside-cohort", "outside-cohort", "promotion"].includes(row.status) || (row.kind !== "promotion" && (!row.url || !evidenceUrl(row.url))) || (row.url !== null && !evidenceUrl(row.url)) || linked !== !!row.companyId || (row.companyId && !companies.has(row.companyId)) || (row.kind === "promotion") !== (row.status === "promotion") || (row.evidenceIds ?? []).some((id) => !evidence.has(id)) || - (row.status === "outside-cohort" && !row.evidenceIds?.length)) + (["outside-cohort", "pending-ai"].includes(row.status) && !row.evidenceIds?.length)) throw new Error(`Invalid research candidate: ${row.id}`); } } diff --git a/apps/docs/tests/research.test.ts b/apps/docs/tests/research.test.ts index 7c2d5e6..c77b47b 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, 1051); - assert.equal(initial.evidence.length, 2697); - assert.equal(initial.observations.length, 366); + assert.equal(initial.companies.length, 1065); + assert.equal(initial.evidence.length, 2764); + assert.equal(initial.observations.length, 372); 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, 170); - assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 12); + assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 173); + assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 13); 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), 1051); - assert.equal(summary.reduce((n, c) => n + c.self, 0), 52); + assert.equal(summary.reduce((n, c) => n + c.count, 0), 1065); + assert.equal(summary.reduce((n, c) => n + c.self, 0), 53); 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), 978); + assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 991); 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")); @@ -124,8 +124,8 @@ 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, 83); - assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 18); + assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 85); + assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 19); assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "independent-test").length, 1); assert.equal(snapshot.companies.find((c) => c.id === "AI051")?.revenueStatus, "unknown"); assert.match(snapshot.companies.find((c) => c.id === "AI051")!.technicalReview!.testScope!, /Sep 2026/); @@ -443,6 +443,55 @@ test("follow-up evidence can admit an uncertain directory candidate without rewr assert.throws(() => validateResearch(snapshot), /directory recheck/); }); +test("AI relevance follow-ups retain unresolved businesses and reuse existing company identities", () => { + const snapshot = structuredClone(seed) as ResearchSnapshot; + const batch = snapshot.candidateBatches!.find((b) => b.id === "YC-AI-UNCLEAR-1")!; + assert.equal(batch.complete, false); + assert.equal(batch.records.length, 24); + const original = coverageAudit.records.filter((r) => r.status === "ai-unclear").slice(0, 24); + assert.deepEqual(batch.records.map((r) => r.url), original.map((r) => r.source)); + const linked = batch.records.filter((r) => r.status === "linked"); + assert.equal(linked.length, 17); + assert.equal(linked.filter((r) => r.companyId!.startsWith("YC")).length, 14); + for (const [name, id] of [["Bud", "AI070"], ["Prism", "AI030"], ["Parametric", "AI014"]]) { + assert.equal(linked.find((r) => r.name === name)?.companyId, id); + } + assert.equal(snapshot.companies.filter((c) => c.profileOnly || c.directoryOrigin === "yc-2025-2026").length, 928); + for (const row of linked) { + const ycId = Number(row.id.replace("YC-AI1-", "")); + assert.equal(snapshot.directoryRechecks!.find((r) => r.ycId === ycId)?.companyId, row.companyId); + } + const pending = batch.records.filter((r) => r.status === "pending-ai"); + assert.equal(pending.length, 7); + assert.ok(pending.every((r) => !r.companyId && r.evidenceIds!.length && /2025/.test(r.note))); + assert.match(pending.find((r) => r.name === "Better Auth")!.note, /AI.*模块/); + validateResearch(snapshot); + pending[0].companyId = "AI014"; + assert.throws(() => validateResearch(snapshot), /research candidate/); + delete pending[0].companyId; + pending[0].evidenceIds = []; + assert.throws(() => validateResearch(snapshot), /research candidate/); +}); + +test("historical monthly revenue and customer examples do not enter recurring platform comparisons", () => { + const snapshot = seed as ResearchSnapshot; + const monthly = snapshot.observations.find((o) => o.id === "UNCLEAR1-O-SCALAR-MONTHLY")!; + assert.equal(monthly.value, 74000); + assert.equal(monthly.selection, "historical"); + assert.equal(monthly.metric, undefined, "monthly revenue alone does not establish MRR or ARR"); + assert.equal(monthly.comparisonGroup, null); + assert.equal(snapshot.companies.find((c) => c.id === "YC30514")!.revenueStatus, "self"); + for (const id of ["AMBY-CLIENT", "NIXO-EXAMPLE", "AUTOSTEP-WASTE"]) { + assert.equal(snapshot.observations.find((o) => o.id === `UNCLEAR1-O-${id}`)!.selection, "excluded"); + } + assert.ok(!platformIncomeSample(snapshot, { windowDays: null }).points.some((p) => p.observation.id.startsWith("UNCLEAR1-"))); + const cua = snapshot.companies.find((c) => c.id === "YC30420")!; + assert.equal(cua.cat, "C03"); + assert.equal(cua.revenueStatus, "unknown"); + assert.match(cua.businessModel!, /自备计算机/); + assert.equal(cua.technicalReview!.level, "public-artifact"); +}); + 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 d06e775..df7f33b 100644 --- a/content/research/ai-companies.seed.json +++ b/content/research/ai-companies.seed.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-consolidated-1", + "version": "2026-10-31-ai-unclear-1", "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": [ @@ -404,7 +404,7 @@ "business": "以客户反馈训练执行实体工作的机器人", "buyer": "实体运营企业", "delivery": "机器人与训练路线介绍", - "notes": "未核验商用部署规模", + "notes": "未核验商用部署规模 当前YC及2025年机器人RL发布补核；前雇主收入、融资与创始人履历不作Parametric收入，部署与反馈学习效果待核。", "cohort": "2025年成立", "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明", "datePrecision": "年", @@ -412,7 +412,9 @@ "stage": "公开资料，商用成熟度待核验", "sourceType": "公司在YC的自述资料", "evidenceIds": [ - "E014" + "E014", + "UNCLEAR1-30604-YC", + "UNCLEAR1-30604-LAUNCH1" ], "revenueStatus": "unknown" }, @@ -807,7 +809,7 @@ "business": "为编码Agent提供推理和模型部署", "buyer": "模型及Agent开发团队", "delivery": "推理产品与定价模式介绍", - "notes": "与招聘公司Prism不是同一实体", + "notes": "与招聘公司Prism不是同一实体 当前为编码Agent推理，历史发布含视频和会话回放分析；不因多次转型重复增公司，也不与招聘Prism合并。厂商速度与客户六位数月模型支出不作公司收入。", "cohort": "2025年成立", "teamBasis": "YC Team Size，公司自述；访问快照，业务截至日未注明", "datePrecision": "年", @@ -815,7 +817,11 @@ "stage": "公开资料，商用成熟度待核验", "sourceType": "公司在YC的自述资料", "evidenceIds": [ - "E030" + "E030", + "UNCLEAR1-30492-YC", + "UNCLEAR1-30492-LAUNCH1", + "UNCLEAR1-30492-LAUNCH2", + "UNCLEAR1-30492-LAUNCH3" ], "revenueStatus": "unknown" }, @@ -30989,7 +30995,7 @@ "business": "使用计算机、浏览器及跨任务工具执行知识工作；历史应用构建业务单列说明。", "buyer": "知识工作者、开发者与小团队；实际客户构成未核验", "delivery": "YC状态已收购；独立经营和产品当前可用性未核验", - "notes": "官方博客搜索索引显示团队加入Figma与Bud/Orchids停服公告，但正文503，本轮不确认交易条件或停服执行；不将缓存收入短句入数值表。不与个人助理Orchid合并。", + "notes": "官方博客搜索索引显示团队加入Figma与Bud/Orchids停服公告，但正文503，本轮不确认交易条件或停服执行；不将缓存收入短句入数值表。不与个人助理Orchid合并。 本次当前YC仍标记Acquired；保留停服公告正文不可读及交易条件待核。", "cohort": "2025年成立；YC当前标记已收购", "teamBasis": "YC Team Size为6；2026-10-30访问，业务截至日未知", "price": "本轮未核验可用套餐与结算", @@ -30997,7 +31003,8 @@ "sourceType": "公司官网与投资机构资料", "evidenceIds": [ "BUD-YC", - "BUD-CACHE" + "BUD-CACHE", + "UNCLEAR1-30193-YC" ], "revenueStatus": "unknown", "classificationBasis": "按当前或最后公开主营归类，历史产品和业务边界另记。" @@ -32327,6 +32334,426 @@ "FOLLOWUP-APARTI-TERMS" ] } + }, + { + "id": "YC30238", + "name": "Amby Health", + "url": "https://www.ycombinator.com/companies/amby-health", + "channel": "S01", + "cat": "C09", + "year": 2025, + "team": 2, + "location": null, + "business": "短信健康教练连接穿戴数据并主动跟进；历史业务为EMS病历审核与收费辅助。", + "buyer": "个人健康管理用户；历史买家为EMS机构", + "delivery": "当前官网可读但定价、医疗效果与付费未知；2025年EMS AI发布明确，不能把旧客户收入迁为当前公司收入。", + "notes": "当前官网可读但定价、医疗效果与付费未知；2025年EMS AI发布明确，不能把旧客户收入迁为当前公司收入。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。", + "cohort": "2025年成立，据YC公司自述；法律注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明", + "price": "本轮未取得可核验实际合同及现行收费", + "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核", + "sourceType": "YC公司自述、历史发布及可访问官方资料", + "evidenceIds": [ + "UNCLEAR1-30238-YC", + "UNCLEAR1-30238-LAUNCH1", + "UNCLEAR1-30238-HOME" + ], + "revenueStatus": "unknown", + "businessModel": "消费者健康服务；历史机构软件收费未取得", + "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核", + "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。", + "extraUrl": "https://tryamby.com" + }, + { + "id": "YC30333", + "name": "TensorPool", + "url": "https://www.ycombinator.com/companies/tensorpool", + "channel": "S01", + "cat": "C02", + "year": 2025, + "team": 3, + "location": null, + "business": "以CLI调度多云GPU训练任务及Spot任务恢复。", + "buyer": "模型训练团队及GPU使用者", + "delivery": "YC当前标记Acquired；官网仅取得标题，不确认独立经营。半价/约50%节省及每周5美元赠额是历史自述，非收入。", + "notes": "YC当前标记Acquired；官网仅取得标题，不确认独立经营。半价/约50%节省及每周5美元赠额是历史自述，非收入。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。", + "cohort": "2025年成立，据YC公司自述；法律注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明", + "price": "本轮未取得可核验实际合同及现行收费", + "stage": "YC自述状态：Acquired；实际独立经营及商业成熟度待核", + "sourceType": "YC公司自述、历史发布及可访问官方资料", + "evidenceIds": [ + "UNCLEAR1-30333-YC", + "UNCLEAR1-30333-LAUNCH1" + ], + "revenueStatus": "unknown", + "businessModel": "GPU任务托管/算力服务；云成本、加价与毛利待核", + "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核", + "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。", + "extraUrl": "https://tensorpool.dev", + "technicalReview": { + "level": "description", + "reviewedAt": "2026-10-31", + "summary": "已读CLI、多云调度及Spot恢复技术自述；未运行、核对算力账单或独立验证节省。", + "evidenceIds": [ + "UNCLEAR1-30333-LAUNCH1" + ] + } + }, + { + "id": "YC30343", + "name": "Cedar", + "url": "https://www.ycombinator.com/companies/cedar", + "channel": "S01", + "cat": "C06", + "year": 2025, + "team": 2, + "location": null, + "business": "当前为销售工作空间，连接CRM、客户上下文及销售流程；历史为应用内AI助手及产品分析。", + "buyer": "销售代表及销售团队", + "delivery": "当前官网只取得销售AI标题；分类主要依据YC当前公司自述。与已有AI102招聘Cedar按不同YC链接分开，不因重名合并。", + "notes": "当前官网只取得销售AI标题；分类主要依据YC当前公司自述。与已有AI102招聘Cedar按不同YC链接分开，不因重名合并。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。", + "cohort": "2025年成立，据YC公司自述；法律注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明", + "price": "本轮未取得可核验实际合同及现行收费", + "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核", + "sourceType": "YC公司自述、历史发布及可访问官方资料", + "evidenceIds": [ + "UNCLEAR1-30343-YC", + "UNCLEAR1-30343-LAUNCH1" + ], + "revenueStatus": "unknown", + "businessModel": "销售软件；订阅或实施收费待核", + "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核", + "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。", + "extraUrl": "https://mail.cedarcopilot.com/" + }, + { + "id": "YC30408", + "name": "Autostep", + "url": "https://www.ycombinator.com/companies/autostep", + "channel": "S01", + "cat": "C05", + "year": 2025, + "team": 1, + "location": null, + "business": "观测知识工作流程、衡量成本和ROI，并识别和实施可自动化任务。", + "buyer": "企业运营、财务及AI转型团队", + "delivery": "官网和2026年发布可读；2025为YC成立字段，不把2026产品发布当成立。客户浪费/节省和ROI示例不是Autostep收入，未独立验证监测效果。", + "notes": "官网和2026年发布可读；2025为YC成立字段，不把2026产品发布当成立。客户浪费/节省和ROI示例不是Autostep收入，未独立验证监测效果。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。", + "cohort": "2025年成立，据YC公司自述；法律注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明", + "price": "本轮未取得可核验实际合同及现行收费", + "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核", + "sourceType": "YC公司自述、历史发布及可访问官方资料", + "evidenceIds": [ + "UNCLEAR1-30408-YC", + "UNCLEAR1-30408-LAUNCH1", + "UNCLEAR1-30408-LAUNCH2", + "UNCLEAR1-30408-HOME" + ], + "revenueStatus": "unknown", + "businessModel": "企业工作分析软件及Agent实施；人工工程与软件收费待拆", + "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核", + "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。", + "extraUrl": "https://autostep.ai/" + }, + { + "id": "YC30412", + "name": "Bloom", + "url": "https://www.ycombinator.com/companies/bloom-4", + "channel": "S01", + "cat": "C04", + "year": 2025, + "team": 2, + "location": null, + "business": "通过对话构建原生移动应用及后端。", + "buyer": "移动应用创作者及小团队", + "delivery": "官网可读，Android标记早期访问；上线入口和厂商示例不证明实际商用规模。不与Bloomy合并；创始人旧应用及收购邀约不作本公司收入。", + "notes": "官网可读，Android标记早期访问；上线入口和厂商示例不证明实际商用规模。不与Bloomy合并；创始人旧应用及收购邀约不作本公司收入。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。", + "cohort": "2025年成立，据YC公司自述；法律注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明", + "price": "本轮未取得可核验实际合同及现行收费", + "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核", + "sourceType": "YC公司自述、历史发布及可访问官方资料", + "evidenceIds": [ + "UNCLEAR1-30412-YC", + "UNCLEAR1-30412-LAUNCH1", + "UNCLEAR1-30412-HOME" + ], + "revenueStatus": "unknown", + "businessModel": "应用构建工具；使用额度、发布与托管收费待核", + "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核", + "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。", + "extraUrl": "https://bloom.diy/" + }, + { + "id": "YC30420", + "name": "Cua", + "url": "https://www.ycombinator.com/companies/cua", + "channel": "S01", + "cat": "C03", + "year": 2025, + "team": 3, + "location": null, + "business": "共享自备计算机/虚拟桌面及Agent访问、远程中继和跨设备会话。", + "buyer": "Computer-use Agent开发者及协作团队", + "delivery": "当前官网明确不出租或托管计算机，云账单由客户自付；旧VM框架路线与现行共享服务分开。官网、公开仓库可读，未安装、运行或复现实验。", + "notes": "当前官网明确不出租或托管计算机，云账单由客户自付；旧VM框架路线与现行共享服务分开。官网、公开仓库可读，未安装、运行或复现实验。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。", + "cohort": "2025年成立，据YC公司自述；法律注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明", + "price": "官网原文$：Free；Pro月付18或年付180；Teams每席月付30或年付300；云VM另付，实际结算未核", + "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核", + "sourceType": "YC公司自述、历史发布及可访问官方资料", + "evidenceIds": [ + "UNCLEAR1-30420-YC", + "UNCLEAR1-30420-LAUNCH1", + "UNCLEAR1-30420-HOME", + "UNCLEAR1-30420-CODE" + ], + "revenueStatus": "unknown", + "businessModel": "自备计算机上的软件/中继订阅与团队席位", + "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核", + "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。", + "extraUrl": "https://cua.ai", + "pricingEvidence": "UNCLEAR1-30420-HOME", + "technicalReview": { + "level": "public-artifact", + "reviewedAt": "2026-10-31", + "summary": "已读仓库README及组件索引，公开材料可访问；Spaces源可见与MIT组件许可分开，未运行或复现实验。", + "evidenceIds": [ + "UNCLEAR1-30420-CODE", + "UNCLEAR1-30420-HOME" + ] + } + }, + { + "id": "YC30428", + "name": "Capacitive", + "url": "https://www.ycombinator.com/companies/capacitive", + "channel": "S01", + "cat": "C03", + "year": 2025, + "team": 2, + "location": null, + "business": "为Agent提供数据网关、上下文和权限；历史产品为无代码Agent构建。", + "buyer": "企业Agent开发团队及知识工作者", + "delivery": "当前官网仅联系入口，主营依据YC自述；2025免费测试说明不证明当前开放、付费或数据权限控制有效。", + "notes": "当前官网仅联系入口，主营依据YC自述；2025免费测试说明不证明当前开放、付费或数据权限控制有效。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。", + "cohort": "2025年成立，据YC公司自述；法律注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明", + "price": "本轮未取得可核验实际合同及现行收费", + "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核", + "sourceType": "YC公司自述、历史发布及可访问官方资料", + "evidenceIds": [ + "UNCLEAR1-30428-YC", + "UNCLEAR1-30428-LAUNCH1" + ], + "revenueStatus": "unknown", + "businessModel": "企业Agent数据连接与权限设施；实际套餐未知", + "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核", + "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。", + "extraUrl": "https://capacitive.ai/" + }, + { + "id": "YC30454", + "name": "Refresh", + "url": "https://www.ycombinator.com/companies/refresh", + "channel": "S01", + "cat": "C02", + "year": 2025, + "team": 8, + "location": null, + "business": "提供软件工程、计算机操作等可评分的强化学习训练环境。", + "buyer": "模型实验室及强化学习团队", + "delivery": "官网可读，描述由专家建立及检查任务；未取得独立训练增益、完整任务集或客户合同，不将行业基准总分归公司。", + "notes": "官网可读，描述由专家建立及检查任务；未取得独立训练增益、完整任务集或客户合同，不将行业基准总分归公司。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。", + "cohort": "2025年成立，据YC公司自述；法律注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明", + "price": "本轮未取得可核验实际合同及现行收费", + "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核", + "sourceType": "YC公司自述、历史发布及可访问官方资料", + "evidenceIds": [ + "UNCLEAR1-30454-YC", + "UNCLEAR1-30454-LAUNCH1", + "UNCLEAR1-30454-HOME" + ], + "revenueStatus": "unknown", + "businessModel": "RL环境/训练数据交付；定制服务与订阅待拆", + "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核", + "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。", + "extraUrl": "https://www.refresh.dev" + }, + { + "id": "YC30494", + "name": "Nixo", + "url": "https://www.ycombinator.com/companies/nixo", + "channel": "S01", + "cat": "C05", + "year": 2025, + "team": 6, + "location": null, + "business": "整合客户、代码与工作上下文，协调FDE交付，并以AI辅助需求接入。", + "buyer": "Forward-deployed工程师及客户交付团队", + "delivery": "官网可读；2025年100名FDE访谈不等付费用户，页面Salesforce年合同185000美元为示例客户对象，不是Nixo已确认收入。", + "notes": "官网可读；2025年100名FDE访谈不等付费用户，页面Salesforce年合同185000美元为示例客户对象，不是Nixo已确认收入。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。", + "cohort": "2025年成立，据YC公司自述；法律注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明", + "price": "本轮未取得可核验实际合同及现行收费", + "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核", + "sourceType": "YC公司自述、历史发布及可访问官方资料", + "evidenceIds": [ + "UNCLEAR1-30494-YC", + "UNCLEAR1-30494-LAUNCH1", + "UNCLEAR1-30494-HOME" + ], + "revenueStatus": "unknown", + "businessModel": "企业交付协调软件；实际收费与服务占比未核", + "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核", + "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。", + "extraUrl": "https://withnixo.com/" + }, + { + "id": "YC30514", + "name": "Scalar Field", + "url": "https://www.ycombinator.com/companies/scalar-field", + "channel": "S01", + "cat": "C07", + "year": 2025, + "team": 3, + "location": null, + "business": "以Agent连接金融研究、回测及事件驱动交易执行。", + "buyer": "交易者、量化研究与投资团队", + "delivery": "2025年5月发布自述约800付费交易者、逾34000注册和74000美元符号月收入，期间/币种/经常性未给；不能升级MRR或当前ARR。2026约300ms执行为厂商自测，非独立收益证明。", + "notes": "2025年5月发布自述约800付费交易者、逾34000注册和74000美元符号月收入，期间/币种/经常性未给；不能升级MRR或当前ARR。2026约300ms执行为厂商自测，非独立收益证明。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。", + "cohort": "2025年成立，据YC公司自述；法律注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明", + "price": "本轮未取得可核验实际合同及现行收费", + "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核", + "sourceType": "YC公司自述、历史发布及可访问官方资料", + "evidenceIds": [ + "UNCLEAR1-30514-YC", + "UNCLEAR1-30514-LAUNCH1", + "UNCLEAR1-30514-LAUNCH2", + "UNCLEAR1-30514-HOME" + ], + "revenueStatus": "self", + "businessModel": "交易研究/Agent软件；订阅、数据及执行收入分摊未知", + "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核", + "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。", + "extraUrl": "https://www.scalarfield.io/" + }, + { + "id": "YC30520", + "name": "Synthetic Society", + "url": "https://www.ycombinator.com/companies/synthetic-society", + "channel": "S01", + "cat": "C08", + "year": 2025, + "team": 2, + "location": null, + "business": "YC当前描述合成营销视频，2025年发布则为模拟用户进行应用QA。", + "buyer": "内容营销团队；历史为软件测试团队", + "delivery": "当前官网只取得名称及申请加入，当前创意业务按YC自述暂分C08；历史AI测试业务明确，转型时间、独立法律主体和现行交付仍待核。", + "notes": "当前官网只取得名称及申请加入，当前创意业务按YC自述暂分C08；历史AI测试业务明确，转型时间、独立法律主体和现行交付仍待核。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。", + "cohort": "2025年成立，据YC公司自述；法律注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明", + "price": "本轮未取得可核验实际合同及现行收费", + "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核", + "sourceType": "YC公司自述、历史发布及可访问官方资料", + "evidenceIds": [ + "UNCLEAR1-30520-YC", + "UNCLEAR1-30520-LAUNCH1" + ], + "revenueStatus": "unknown", + "businessModel": "内容生成软件/交付；现行收费与制作人工占比待核", + "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核", + "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。", + "extraUrl": "https://syntheticsociety.ai/" + }, + { + "id": "YC30536", + "name": "Propolis", + "url": "https://www.ycombinator.com/companies/propolis", + "channel": "S01", + "cat": "C04", + "year": 2025, + "team": 2, + "location": null, + "business": "用AI浏览器代理模拟用户、检查应用流程。", + "buyer": "软件开发与QA团队", + "delivery": "YC标记Acquired；当前官网读取502，不确认停服或收购条件。历史全覆盖和替代QA为厂商主张，首批赠礼不是付费客户证明。", + "notes": "YC标记Acquired；当前官网读取502，不确认停服或收购条件。历史全覆盖和替代QA为厂商主张，首批赠礼不是付费客户证明。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。", + "cohort": "2025年成立，据YC公司自述；法律注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明", + "price": "本轮未取得可核验实际合同及现行收费", + "stage": "YC自述状态：Acquired；实际独立经营及商业成熟度待核", + "sourceType": "YC公司自述、历史发布及可访问官方资料", + "evidenceIds": [ + "UNCLEAR1-30536-YC", + "UNCLEAR1-30536-LAUNCH1" + ], + "revenueStatus": "unknown", + "businessModel": "自动化QA软件；实际定价及人工服务占比待核", + "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核", + "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。", + "extraUrl": "https://propolis.tech/" + }, + { + "id": "YC30538", + "name": "Den", + "url": "https://www.ycombinator.com/companies/den", + "channel": "S01", + "cat": "C09", + "year": 2025, + "team": 2, + "location": null, + "business": "当前站点为AI互动故事与聊天，历史为知识工作Agent协作空间。", + "buyer": "互动故事及角色叙事用户；历史为知识工作团队", + "delivery": "YC链接getden.io重定向Den of Us，首页明确AI叙事；产品转型、实际经营主体及收入未核，不将历史Slack/Notion类空间当当前主营。创始人旧团队规模不迁入Den。", + "notes": "YC链接getden.io重定向Den of Us，首页明确AI叙事；产品转型、实际经营主体及收入未核，不将历史Slack/Notion类空间当当前主营。创始人旧团队规模不迁入Den。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。", + "cohort": "2025年成立，据YC公司自述；法律注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明", + "price": "本轮未取得可核验实际合同及现行收费", + "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核", + "sourceType": "YC公司自述、历史发布及可访问官方资料", + "evidenceIds": [ + "UNCLEAR1-30538-YC", + "UNCLEAR1-30538-LAUNCH1", + "UNCLEAR1-30538-HOME" + ], + "revenueStatus": "unknown", + "businessModel": "消费者互动内容；当前免费入口，后续付费未知", + "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核", + "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。", + "extraUrl": "https://getden.io" + }, + { + "id": "YC30592", + "name": "Prox", + "url": "https://www.ycombinator.com/companies/prox", + "channel": "S01", + "cat": "C07", + "year": 2025, + "team": 3, + "location": null, + "business": "为物流流程构建Agent，历史首用例为承运人索赔自动化。", + "buyer": "第三方物流及履约服务商", + "delivery": "当前YC描述空缺、官网超时，2025年公司发布提供AI业务依据；ShipBob包裹量及预期退款是客户规模/目标，非Prox收入，当前运营待核。", + "notes": "当前YC描述空缺、官网超时，2025年公司发布提供AI业务依据；ShipBob包裹量及预期退款是客户规模/目标，非Prox收入，当前运营待核。 AI与业务关系经人工复核；具体法律主体、当期收入、合同和技术效果仍待核。", + "cohort": "2025年成立，据YC公司自述；法律注册待核", + "teamBasis": "YC Team Size；2026-10-31读取，业务人数截至日未注明", + "price": "本轮未取得可核验实际合同及现行收费", + "stage": "YC自述状态：Active；实际独立经营及商业成熟度待核", + "sourceType": "YC公司自述、历史发布及可访问官方资料", + "evidenceIds": [ + "UNCLEAR1-30592-YC", + "UNCLEAR1-30592-LAUNCH1" + ], + "revenueStatus": "unknown", + "businessModel": "垂直行业Agent软件及部署；软件/结果分成/服务未拆", + "entityBasis": "同一YC公司页及其发布历史关联；法律注册及产品转型边界待核", + "classificationBasis": "人工复核：按当前主要买家及任务分类；历史业务另记，原初筛状态不变。" } ], "observations": [ @@ -38103,6 +38530,96 @@ "reason": "客户成本或示例配置不等平台ARPA/ARR；免费、折扣、上游模型及存储未核", "evidence": "DEVTAG2-AGENT37-COST", "comparisonGroup": null + }, + { + "id": "UNCLEAR1-O-SCALAR-MONTHLY", + "company": "YC30514", + "name": "Scalar Field", + "kind": "历史月收入自述，未声明MRR", + "value": 74000, + "unit": "原文$，币种待核", + "timing": "2025-05-08发布，收入月份未注明", + "scope": "历史公司业务口径，未核法律主体/经常性", + "selection": "historical", + "reason": "旧月收入非当前MRR，币种、财务期间与经常性未核，不乘12作ARR", + "evidence": "UNCLEAR1-30514-LAUNCH2", + "bound": "=", + "comparisonGroup": null + }, + { + "id": "UNCLEAR1-O-SCALAR-PAID", + "company": "YC30514", + "name": "Scalar Field", + "kind": "历史付费交易者自述", + "value": 800, + "unit": "人", + "timing": "2025-05-08发布", + "scope": "历史产品采用，约数", + "selection": "adoption", + "reason": "付费人数不提供合同金额、经常性和当前留存", + "evidence": "UNCLEAR1-30514-LAUNCH2", + "bound": "≈", + "comparisonGroup": null + }, + { + "id": "UNCLEAR1-O-SCALAR-SIGNUPS", + "company": "YC30514", + "name": "Scalar Field", + "kind": "历史注册数自述", + "value": 34000, + "unit": "注册", + "timing": "2025-05-08发布", + "scope": "历史注册量", + "selection": "adoption", + "reason": "注册不等付费客户及收入", + "evidence": "UNCLEAR1-30514-LAUNCH2", + "bound": ">", + "comparisonGroup": null + }, + { + "id": "UNCLEAR1-O-AMBY-CLIENT", + "company": "YC30238", + "name": "Amby Health", + "kind": "历史EMS客户收入举例", + "value": 500000, + "unit": "原文$，币种待核", + "timing": "2025-02-24发布，客户收入期间未注明", + "scope": "消防部门EMS收入，非Amby收入", + "selection": "excluded", + "reason": "原文350K至500K同时称33%，保留自述且未取得底账或期间，不作为公司收入或验证增幅", + "evidence": "UNCLEAR1-30238-LAUNCH1", + "bound": "=", + "comparisonGroup": null + }, + { + "id": "UNCLEAR1-O-NIXO-EXAMPLE", + "company": "YC30494", + "name": "Nixo", + "kind": "页面示例客户年合同", + "value": 185000, + "unit": "原文$，币种待核", + "timing": "2026-10-31读取，示例非已核实际合同", + "scope": "Salesforce示例对象，非Nixo收入", + "selection": "excluded", + "reason": "产品示例金额不能作为公司已签合同或ARR", + "evidence": "UNCLEAR1-30494-HOME", + "bound": "=", + "comparisonGroup": null + }, + { + "id": "UNCLEAR1-O-AUTOSTEP-WASTE", + "company": "YC30408", + "name": "Autostep", + "kind": "客户浪费成本宣传", + "value": 100000, + "unit": "原文$，币种待核", + "timing": "2026-10-31读取，成本期间/账单未核", + "scope": "10人团队浪费成本例子，非Autostep收入", + "selection": "excluded", + "reason": "客户成本、ROI与节省不能变为供应商实收", + "evidence": "UNCLEAR1-30408-HOME", + "bound": ">", + "comparisonGroup": null } ], "evidence": [ @@ -67772,6 +68289,743 @@ "kind": "公司公开资料复核", "summary": "9月29日发布称Boon每Agent月成本从85降至4.94，ETEC+迁入30以上旧客户，赠2500沙盒credits。", "limitation": "客户成本、旧客户数及赠额非Agent37实收/ARPA；实际套餐、时长、模型与存储口径未核，95%节省为自述。" + }, + { + "id": "UNCLEAR1-30193-YC", + "companyId": "AI070", + "title": "Bud：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/bud", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队6人，状态Acquired。沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30238-YC", + "companyId": "YC30238", + "title": "Amby Health：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/amby-health", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队2人，状态Active。短信健康教练连接穿戴数据并主动跟进；历史业务为EMS病历审核与收费辅助。 当前官网可读但定价、医疗效果与付费未知；2025年EMS AI发布明确，不能把旧客户收入迁为当前公司收入。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30238-LAUNCH1", + "companyId": "YC30238", + "title": "Amby Health - AI Copilot for Ambulance Agencies (EMS)", + "url": "https://www.ycombinator.com/launches/Msw-amby-health-ai-copilot-for-ambulance-agencies-ems", + "publishedAt": "2025-02-24", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "短信健康教练连接穿戴数据并主动跟进；历史业务为EMS病历审核与收费辅助。 当前官网可读但定价、医疗效果与付费未知；2025年EMS AI发布明确，不能把旧客户收入迁为当前公司收入。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30285-YC", + "companyId": null, + "title": "Karsa：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/karsa", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队2人，状态Active。稳定币美元账户及跨境转移；公开业务描述未补足AI核心任务证据，市场目标不是用户量。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30285-LAUNCH1", + "companyId": null, + "title": "Karsa 💸 - The Global Dollar Account", + "url": "https://www.ycombinator.com/launches/MgV-karsa-the-global-dollar-account", + "publishedAt": "2025-01-27", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "稳定币美元账户及跨境转移；公开业务描述未补足AI核心任务证据，市场目标不是用户量。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30333-YC", + "companyId": "YC30333", + "title": "TensorPool：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/tensorpool", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队3人，状态Acquired。以CLI调度多云GPU训练任务及Spot任务恢复。 YC当前标记Acquired；官网仅取得标题，不确认独立经营。半价/约50%节省及每周5美元赠额是历史自述，非收入。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30333-LAUNCH1", + "companyId": "YC30333", + "title": "TensorPool: the easiest way to use GPUs 🌊", + "url": "https://www.ycombinator.com/launches/Mq0-tensorpool-the-easiest-way-to-use-gpus", + "publishedAt": "2025-02-18", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "以CLI调度多云GPU训练任务及Spot任务恢复。 YC当前标记Acquired；官网仅取得标题，不确认独立经营。半价/约50%节省及每周5美元赠额是历史自述，非收入。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30343-YC", + "companyId": "YC30343", + "title": "Cedar：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/cedar", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队2人，状态Active。当前为销售工作空间，连接CRM、客户上下文及销售流程；历史为应用内AI助手及产品分析。 当前官网只取得销售AI标题；分类主要依据YC当前公司自述。与已有AI102招聘Cedar按不同YC链接分开，不因重名合并。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30343-LAUNCH1", + "companyId": "YC30343", + "title": "Cedar 🌲 In-product AI copilot & PMF analytics for any app", + "url": "https://www.ycombinator.com/launches/Msp-cedar-in-product-ai-copilot-pmf-analytics-for-any-app", + "publishedAt": "2025-02-25", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "当前为销售工作空间，连接CRM、客户上下文及销售流程；历史为应用内AI助手及产品分析。 当前官网只取得销售AI标题；分类主要依据YC当前公司自述。与已有AI102招聘Cedar按不同YC链接分开，不因重名合并。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30367-YC", + "companyId": null, + "title": "QFEX：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/qfex", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队14人，状态Active。全天候股票等交易平台；量化创始人履历与交易手续费不能证明AI为主营或给出AI收入分摊。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30367-LAUNCH1", + "companyId": null, + "title": "QFEX - The Global 24/7 Stock Exchange", + "url": "https://www.ycombinator.com/launches/NUj-qfex-the-global-24-7-stock-exchange", + "publishedAt": "2025-05-12", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "全天候股票等交易平台；量化创始人履历与交易手续费不能证明AI为主营或给出AI收入分摊。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30408-YC", + "companyId": "YC30408", + "title": "Autostep：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/autostep", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队1人，状态Active。观测知识工作流程、衡量成本和ROI，并识别和实施可自动化任务。 官网和2026年发布可读；2025为YC成立字段，不把2026产品发布当成立。客户浪费/节省和ROI示例不是Autostep收入，未独立验证监测效果。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30408-LAUNCH1", + "companyId": "YC30408", + "title": "Autostep: Measure the ROI of Knowledge Work", + "url": "https://www.ycombinator.com/launches/QyB-autostep-measure-the-roi-of-knowledge-work", + "publishedAt": "2026-06-23", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "观测知识工作流程、衡量成本和ROI，并识别和实施可自动化任务。 官网和2026年发布可读；2025为YC成立字段，不把2026产品发布当成立。客户浪费/节省和ROI示例不是Autostep收入，未独立验证监测效果。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30408-LAUNCH2", + "companyId": "YC30408", + "title": "Autostep - Uncover Repetitive Tasks Ready For AI", + "url": "https://www.ycombinator.com/launches/PYq-autostep-uncover-repetitive-tasks-ready-for-ai", + "publishedAt": "2026-02-27", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "观测知识工作流程、衡量成本和ROI，并识别和实施可自动化任务。 官网和2026年发布可读；2025为YC成立字段，不把2026产品发布当成立。客户浪费/节省和ROI示例不是Autostep收入，未独立验证监测效果。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30412-YC", + "companyId": "YC30412", + "title": "Bloom：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/bloom-4", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队2人，状态Active。通过对话构建原生移动应用及后端。 官网可读，Android标记早期访问；上线入口和厂商示例不证明实际商用规模。不与Bloomy合并；创始人旧应用及收购邀约不作本公司收入。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30412-LAUNCH1", + "companyId": "YC30412", + "title": "🌸 Bloom - the mobile app that builds mobile apps", + "url": "https://www.ycombinator.com/launches/Nbo-bloom-the-mobile-app-that-builds-mobile-apps", + "publishedAt": "2025-05-27", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "通过对话构建原生移动应用及后端。 官网可读，Android标记早期访问；上线入口和厂商示例不证明实际商用规模。不与Bloomy合并；创始人旧应用及收购邀约不作本公司收入。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30420-YC", + "companyId": "YC30420", + "title": "Cua：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/cua", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队3人，状态Active。共享自备计算机/虚拟桌面及Agent访问、远程中继和跨设备会话。 当前官网明确不出租或托管计算机，云账单由客户自付；旧VM框架路线与现行共享服务分开。官网、公开仓库可读，未安装、运行或复现实验。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30420-LAUNCH1", + "companyId": "YC30420", + "title": "c/ua - Docker Container for Computer-Use Agents", + "url": "https://www.ycombinator.com/launches/NJc-c-ua-docker-container-for-computer-use-agents", + "publishedAt": "2025-04-17", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "共享自备计算机/虚拟桌面及Agent访问、远程中继和跨设备会话。 当前官网明确不出租或托管计算机，云账单由客户自付；旧VM框架路线与现行共享服务分开。官网、公开仓库可读，未安装、运行或复现实验。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30428-YC", + "companyId": "YC30428", + "title": "Capacitive：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/capacitive", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队2人，状态Active。为Agent提供数据网关、上下文和权限；历史产品为无代码Agent构建。 当前官网仅联系入口，主营依据YC自述；2025免费测试说明不证明当前开放、付费或数据权限控制有效。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30428-LAUNCH1", + "companyId": "YC30428", + "title": "Capacitive: AI Agent Building for Knowledge Workers", + "url": "https://www.ycombinator.com/launches/NdC-capacitive-ai-agent-building-for-knowledge-workers", + "publishedAt": "2025-05-29", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "为Agent提供数据网关、上下文和权限；历史产品为无代码Agent构建。 当前官网仅联系入口，主营依据YC自述；2025免费测试说明不证明当前开放、付费或数据权限控制有效。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30448-YC", + "companyId": null, + "title": "PgDog：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/pgdog", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队3人，状态Active。PostgreSQL分片/连接池；SQL解析、AI客户及创始人旧PostgresML经历不足以证明当前公司AI主营，融资不是收入。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30448-LAUNCH1", + "companyId": null, + "title": "PgDog: Scaling PostgreSQL", + "url": "https://www.ycombinator.com/launches/NZE-pgdog-scaling-postgresql", + "publishedAt": "2025-05-21", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "PostgreSQL分片/连接池；SQL解析、AI客户及创始人旧PostgresML经历不足以证明当前公司AI主营，融资不是收入。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30452-YC", + "companyId": null, + "title": "Better Auth：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/better-auth", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队4人，状态Active。TypeScript身份认证；官网确有Agent/MCP认证模块，但通用认证与AI设施的主营/收入占比未核，不因客户Logo或新模块直接入表。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30452-LAUNCH1", + "companyId": null, + "title": "Better Auth - The Authentication Framework for TypeScript", + "url": "https://www.ycombinator.com/launches/NUm-better-auth-the-authentication-framework-for-typescript", + "publishedAt": "2025-05-13", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "TypeScript身份认证；官网确有Agent/MCP认证模块，但通用认证与AI设施的主营/收入占比未核，不因客户Logo或新模块直接入表。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30454-YC", + "companyId": "YC30454", + "title": "Refresh：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/refresh", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队8人，状态Active。提供软件工程、计算机操作等可评分的强化学习训练环境。 官网可读，描述由专家建立及检查任务；未取得独立训练增益、完整任务集或客户合同，不将行业基准总分归公司。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30454-LAUNCH1", + "companyId": "YC30454", + "title": "Refresh - RL Training Gyms", + "url": "https://www.ycombinator.com/launches/Ncy-refresh-rl-training-gyms", + "publishedAt": "2025-05-28", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "提供软件工程、计算机操作等可评分的强化学习训练环境。 官网可读，描述由专家建立及检查任务；未取得独立训练增益、完整任务集或客户合同，不将行业基准总分归公司。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30492-YC", + "companyId": "AI030", + "title": "Prism：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/prism", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队2人，状态Active。沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30492-LAUNCH1", + "companyId": "AI030", + "title": "Prism: Lightning fast inference for coding agents", + "url": "https://www.ycombinator.com/launches/UOa-prism-lightning-fast-inference-for-coding-agents", + "publishedAt": "2026-09-24", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30492-LAUNCH2", + "companyId": "AI030", + "title": "Prism - AI for the Next Generation of Media", + "url": "https://www.ycombinator.com/launches/PHU-prism-ai-for-the-next-generation-of-media", + "publishedAt": "2026-01-27", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30492-LAUNCH3", + "companyId": "AI030", + "title": "Prism - AI that watches session replays and tells developers what to fix 🔍", + "url": "https://www.ycombinator.com/launches/NVC-prism-ai-that-watches-session-replays-and-tells-developers-what-to-fix", + "publishedAt": "2025-05-13", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30494-YC", + "companyId": "YC30494", + "title": "Nixo：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/nixo", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队6人，状态Active。整合客户、代码与工作上下文，协调FDE交付，并以AI辅助需求接入。 官网可读；2025年100名FDE访谈不等付费用户，页面Salesforce年合同185000美元为示例客户对象，不是Nixo已确认收入。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30494-LAUNCH1", + "companyId": "YC30494", + "title": "Nixo - The first ops platform for forward deployed engineers", + "url": "https://www.ycombinator.com/launches/OCq-nixo-the-first-ops-platform-for-forward-deployed-engineers", + "publishedAt": "2025-08-15", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "整合客户、代码与工作上下文，协调FDE交付，并以AI辅助需求接入。 官网可读；2025年100名FDE访谈不等付费用户，页面Salesforce年合同185000美元为示例客户对象，不是Nixo已确认收入。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30502-YC", + "companyId": null, + "title": "NODI Energy：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/nodi-energy", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队2人，状态Active。电池/分布式能源及历史AI硬件供电；属于AI产业邻接业务，当前模型/Agent核心交付未确认，容量管线和可退款预约金非收入。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30502-LAUNCH1", + "companyId": null, + "title": "NODI Energy - Distributed Energy Infrastructure to Rewire the Grid", + "url": "https://www.ycombinator.com/launches/Sm1-nodi-energy-distributed-energy-infrastructure-to-rewire-the-grid", + "publishedAt": "2026-08-14", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "电池/分布式能源及历史AI硬件供电；属于AI产业邻接业务，当前模型/Agent核心交付未确认，容量管线和可退款预约金非收入。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30502-LAUNCH2", + "companyId": null, + "title": "PowerMatrix: Efficient and Compact Power Supply for AI Hardware", + "url": "https://www.ycombinator.com/launches/Ndx-powermatrix-efficient-and-compact-power-supply-for-ai-hardware", + "publishedAt": "2025-05-30", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "电池/分布式能源及历史AI硬件供电；属于AI产业邻接业务，当前模型/Agent核心交付未确认，容量管线和可退款预约金非收入。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30514-YC", + "companyId": "YC30514", + "title": "Scalar Field：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/scalar-field", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队3人，状态Active。以Agent连接金融研究、回测及事件驱动交易执行。 2025年5月发布自述约800付费交易者、逾34000注册和74000美元符号月收入，期间/币种/经常性未给；不能升级MRR或当前ARR。2026约300ms执行为厂商自测，非独立收益证明。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30514-LAUNCH1", + "companyId": "YC30514", + "title": "Scalar Field | The agentic trading desk", + "url": "https://www.ycombinator.com/launches/RZm-scalar-field-the-agentic-trading-desk", + "publishedAt": "2026-07-16", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "以Agent连接金融研究、回测及事件驱动交易执行。 2025年5月发布自述约800付费交易者、逾34000注册和74000美元符号月收入，期间/币种/经常性未给；不能升级MRR或当前ARR。2026约300ms执行为厂商自测，非独立收益证明。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30514-LAUNCH2", + "companyId": "YC30514", + "title": "Scalar Field: Reinventing the Trading Terminal, One Intelligent Agent at a Time", + "url": "https://www.ycombinator.com/launches/NSw-scalar-field-reinventing-the-trading-terminal-one-intelligent-agent-at-a-time", + "publishedAt": "2025-05-08", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "以Agent连接金融研究、回测及事件驱动交易执行。 2025年5月发布自述约800付费交易者、逾34000注册和74000美元符号月收入，期间/币种/经常性未给；不能升级MRR或当前ARR。2026约300ms执行为厂商自测，非独立收益证明。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30520-YC", + "companyId": "YC30520", + "title": "Synthetic Society：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/synthetic-society", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队2人，状态Active。YC当前描述合成营销视频，2025年发布则为模拟用户进行应用QA。 当前官网只取得名称及申请加入，当前创意业务按YC自述暂分C08；历史AI测试业务明确，转型时间、独立法律主体和现行交付仍待核。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30520-LAUNCH1", + "companyId": "YC30520", + "title": "Synthetic Society | Synthetic Users to Simulate Real Users", + "url": "https://www.ycombinator.com/launches/O7g-synthetic-society-synthetic-users-to-simulate-real-users", + "publishedAt": "2025-08-05", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC当前描述合成营销视频，2025年发布则为模拟用户进行应用QA。 当前官网只取得名称及申请加入，当前创意业务按YC自述暂分C08；历史AI测试业务明确，转型时间、独立法律主体和现行交付仍待核。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30536-YC", + "companyId": "YC30536", + "title": "Propolis：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/propolis", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队2人，状态Acquired。用AI浏览器代理模拟用户、检查应用流程。 YC标记Acquired；当前官网读取502，不确认停服或收购条件。历史全覆盖和替代QA为厂商主张，首批赠礼不是付费客户证明。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30536-LAUNCH1", + "companyId": "YC30536", + "title": "Propolis: Building Synthetic Users", + "url": "https://www.ycombinator.com/launches/NYt-propolis-building-synthetic-users", + "publishedAt": "2025-05-20", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "用AI浏览器代理模拟用户、检查应用流程。 YC标记Acquired；当前官网读取502，不确认停服或收购条件。历史全覆盖和替代QA为厂商主张，首批赠礼不是付费客户证明。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30538-YC", + "companyId": "YC30538", + "title": "Den：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/den", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队2人，状态Active。当前站点为AI互动故事与聊天，历史为知识工作Agent协作空间。 YC链接getden.io重定向Den of Us，首页明确AI叙事；产品转型、实际经营主体及收入未核，不将历史Slack/Notion类空间当当前主营。创始人旧团队规模不迁入Den。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30538-LAUNCH1", + "companyId": "YC30538", + "title": "Den: Cursor for knowledge workers", + "url": "https://www.ycombinator.com/launches/NZ9-den-cursor-for-knowledge-workers", + "publishedAt": "2025-05-21", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "当前站点为AI互动故事与聊天，历史为知识工作Agent协作空间。 YC链接getden.io重定向Den of Us，首页明确AI叙事；产品转型、实际经营主体及收入未核，不将历史Slack/Notion类空间当当前主营。创始人旧团队规模不迁入Den。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30556-YC", + "companyId": null, + "title": "Cascade Space：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/cascade-space", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队7人，状态Active。深空通信网络及工程设计软件；未找到明确AI核心业务依据，未来容量和地面站计划非收入。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30556-LAUNCH1", + "companyId": null, + "title": "Cascade Designer - Spacecraft communication system design software", + "url": "https://www.ycombinator.com/launches/P2C-cascade-designer-spacecraft-communication-system-design-software", + "publishedAt": "2025-12-16", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "深空通信网络及工程设计软件；未找到明确AI核心业务依据，未来容量和地面站计划非收入。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30556-LAUNCH2", + "companyId": null, + "title": "Cascade Space - Deep space communications as a service", + "url": "https://www.ycombinator.com/launches/NWR-cascade-space-deep-space-communications-as-a-service", + "publishedAt": "2025-05-15", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "深空通信网络及工程设计软件；未找到明确AI核心业务依据，未来容量和地面站计划非收入。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30560-YC", + "companyId": null, + "title": "Foundation Industries：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/foundation-industries", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队5人，状态Active。CNC机械制造；服务科技或硬件客户不能证明本公司AI主营，短交期宣传非AI能力验证。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30592-YC", + "companyId": "YC30592", + "title": "Prox：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/prox", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队3人，状态Active。为物流流程构建Agent，历史首用例为承运人索赔自动化。 当前YC描述空缺、官网超时，2025年公司发布提供AI业务依据；ShipBob包裹量及预期退款是客户规模/目标，非Prox收入，当前运营待核。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30592-LAUNCH1", + "companyId": "YC30592", + "title": "Prox: digital co-workers for logistics operations", + "url": "https://www.ycombinator.com/launches/Oow-prox-digital-co-workers-for-logistics-operations", + "publishedAt": "2025-11-11", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "为物流流程构建Agent，历史首用例为承运人索赔自动化。 当前YC描述空缺、官网超时，2025年公司发布提供AI业务依据；ShipBob包裹量及预期退款是客户规模/目标，非Prox收入，当前运营待核。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30604-YC", + "companyId": "AI014", + "title": "Parametric：YC当前资料复核", + "url": "https://www.ycombinator.com/companies/parametric", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC自报2025年成立、团队7人，状态Active。沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。", + "limitation": "成立、人数与业务均为公司在YC自述，字段业务截至日及法律注册未经独立核验；原发现ai-unclear不回写。" + }, + { + "id": "UNCLEAR1-30604-LAUNCH1", + "companyId": "AI014", + "title": "Parametric: RL for Robotics", + "url": "https://www.ycombinator.com/launches/Op7-parametric-rl-for-robotics", + "publishedAt": "2025-11-12", + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。", + "limitation": "公司发布属历史自述；功能、客户、性能、节省和经营数字均需按原时点及归属理解，不当独立审计或当前ARR。" + }, + { + "id": "UNCLEAR1-30238-HOME", + "companyId": "YC30238", + "title": "Amby Health：当前官网", + "url": "https://www.tryamby.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "短信健康教练与穿戴数据、主动跟进及邀请入口。", + "limitation": "当前价格、医疗效果和支付情况未核。" + }, + { + "id": "UNCLEAR1-30408-HOME", + "companyId": "YC30408", + "title": "Autostep：当前官网", + "url": "https://www.autostep.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "知识工作成本分析与自动化机会；页面含客户浪费成本示例。", + "limitation": "十万美元以上浪费示例不是公司收入，效果及监测边界未实测。" + }, + { + "id": "UNCLEAR1-30412-HOME", + "companyId": "YC30412", + "title": "Bloom：当前官网", + "url": "https://bloom.diy/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "对话构建原生移动应用及后端，Android早期访问。", + "limitation": "演示、应用数量及创始人旧项目不等付费经营规模。" + }, + { + "id": "UNCLEAR1-30420-HOME", + "companyId": "YC30420", + "title": "Cua：当前官网", + "url": "https://cua.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "自备计算机的共享桌面与中继：Free 2会话/20远程小时；Pro月付18、年付180，Teams每席月付30、年付300（原文美元符号）。", + "limitation": "云VM费用由客户另付，非云算力转售。Spaces为FSL-1.1-MIT，Driver/Lume标为MIT；SSO/审计导出及部分审计功能待上线，未运行或验证安全。价格不是实收。" + }, + { + "id": "UNCLEAR1-30454-HOME", + "companyId": "YC30454", + "title": "Refresh：当前官网", + "url": "https://www.refresh.dev/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "提供软件世界、计算机操作等可评分RL任务；专家制作及验证任务。", + "limitation": "公开技术自述不是独立训练效果、任务覆盖或真实商业使用证明。" + }, + { + "id": "UNCLEAR1-30494-HOME", + "companyId": "YC30494", + "title": "Nixo：当前官网", + "url": "https://www.withnixo.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "客户/代码/交付协调及AI需求接入，页面含Salesforce合同示例。", + "limitation": "示例185000美元年合同不是Nixo公司已确认收入；客户规模和实际付费仍待核。" + }, + { + "id": "UNCLEAR1-30514-HOME", + "companyId": "YC30514", + "title": "Scalar Field：当前官网", + "url": "https://scalarfield.io/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "当前首页为AI交易工作台入口。", + "limitation": "无最新收入数字，不把旧月收入更新为当前MRR。" + }, + { + "id": "UNCLEAR1-30538-HOME", + "companyId": "YC30538", + "title": "Den：当前官网", + "url": "https://denofus.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "YC所链getden.io转向Den of Us，首页为免费AI互动故事/聊天入口。", + "limitation": "域名重定向支持产品关联，不能独立证明法律主体；免费不等无未来收入。" + }, + { + "id": "UNCLEAR1-30448-HOME", + "companyId": null, + "title": "PgDog：当前官网", + "url": "https://pgdog.dev/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "当前PostgreSQL分片、连接池及融资介绍。", + "limitation": "普通数据库能力和AI客户不是AI主营证据；融资不作收入。" + }, + { + "id": "UNCLEAR1-30452-HOME", + "companyId": null, + "title": "Better Auth：当前官网", + "url": "https://better-auth.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "通用TypeScript身份认证，包含面向AI Agent/MCP的认证、委托及令牌能力。", + "limitation": "AI模块存在，但主营/收入占比及产品历史与YC2025成立仍需核；客户Logo不作付费证据。" + }, + { + "id": "UNCLEAR1-30502-HOME", + "companyId": null, + "title": "NODI Energy：当前官网", + "url": "https://www.nodienergy.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "电池、能源控制及家庭/商业电网；69英镑可退款预约入口。", + "limitation": "省电估算、管线及容量不等收入；未据电力/硬件AI邻接关系确认AI核心交付。" + }, + { + "id": "UNCLEAR1-30556-HOME", + "companyId": null, + "title": "Cascade Space：当前官网", + "url": "https://www.cascadespace.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "深空通信网络及通信系统设计软件，网络容量含未来计划。", + "limitation": "未发现明确AI核心交付；上线/容量时点与当前运营待核。" + }, + { + "id": "UNCLEAR1-30560-HOME", + "companyId": null, + "title": "Foundation Industries：当前官网", + "url": "https://www.foundation-industries.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "低量多样CNC机械制造及合条件短交期。", + "limitation": "未发现明确AI主营；硬件客户和交期宣传不能证明AI能力。" + }, + { + "id": "UNCLEAR1-30420-CODE", + "companyId": "YC30420", + "title": "Cua公开仓库README与组件索引", + "url": "https://github.com/trycua/cua", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "可读共享桌面、Driver、Lume及SDK组件说明；Spaces源可见许可与MIT组件分开。", + "limitation": "只阅读公开材料，未安装运行、检查全部源码或复现旧97%性能主张，不作独立安全或成功率证明。" + }, + { + "id": "UNCLEAR1-INDEX", + "companyId": null, + "title": "YC原AI不明候选首批24项复核边界", + "url": "https://www.ycombinator.com/companies", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "按原覆盖审计ai-unclear顺序取首24项，17关联公司（14新增、3复用），7保留AI主营待核。", + "limitation": "仅24/192项复核，未穷尽该池；原发现计数/快照不改，当前年份和公司经营仍属公开自述。" } ], "reviews": [ @@ -72888,6 +74142,107 @@ "DEVTAG2-RYSTIC-CATALOG" ], "handling": "不是所有API等价、代理总成功率或支付安全证明，没有运行模拟器/真实服务。探针、模型自测和完整独立测试分开，不以性能推当前付费。" + }, + { + "id": "UNCLEAR1-R-BUSINESS", + "type": "AI不明候选后续入表与历史业务归属", + "company": "Amby Health、TensorPool、Cedar、Autostep、Bloom、Cua、Capacitive、Refresh、Nixo、Scalar Field、Synthetic Society、Propolis、Den、Prox、Bud（Orchids历史团队）、Prism、Parametric", + "scope": "companies", + "companyIds": [ + "YC30238", + "YC30333", + "YC30343", + "YC30408", + "YC30412", + "YC30420", + "YC30428", + "YC30454", + "YC30494", + "YC30514", + "YC30520", + "YC30536", + "YC30538", + "YC30592", + "AI070", + "AI030", + "AI014" + ], + "summary": "14新增与3已有公司关联，保持产品转型、收购状态、当前网站不可读及法律主体缺项。", + "evidenceIds": [ + "UNCLEAR1-30238-YC", + "UNCLEAR1-30333-YC", + "UNCLEAR1-30343-YC", + "UNCLEAR1-30408-YC", + "UNCLEAR1-30412-YC", + "UNCLEAR1-30420-YC", + "UNCLEAR1-30428-YC", + "UNCLEAR1-30454-YC", + "UNCLEAR1-30494-YC", + "UNCLEAR1-30514-YC", + "UNCLEAR1-30520-YC", + "UNCLEAR1-30536-YC", + "UNCLEAR1-30538-YC", + "UNCLEAR1-30592-YC", + "UNCLEAR1-30193-YC", + "UNCLEAR1-30492-YC", + "UNCLEAR1-30604-YC" + ], + "handling": "不回写原始1428/928发现审计；按当前任务分类，历史AI依据与现行交付分开，实际付费与技术实力仍待核。" + }, + { + "id": "UNCLEAR1-R-PENDING", + "type": "AI邻接、通用设施与AI主营待核", + "company": "YC AI不明候选首批", + "scope": "dataset", + "summary": "7项保留pending-ai；2025成立自述不等AI主营确认。", + "evidenceIds": [ + "UNCLEAR1-INDEX", + "UNCLEAR1-30285-YC", + "UNCLEAR1-30367-YC", + "UNCLEAR1-30448-YC", + "UNCLEAR1-30452-YC", + "UNCLEAR1-30502-YC", + "UNCLEAR1-30556-YC", + "UNCLEAR1-30560-YC" + ], + "handling": "Better Auth确有AI认证模块，但主营占比待核；能源、制造、通信、金融及通用数据库不因AI客户或创始人履历直接入表，不称永久排除。" + }, + { + "id": "UNCLEAR1-R-SCALAR", + "type": "历史月收入、采用与客户示例分开", + "company": "Scalar Field、Amby Health、Nixo、Autostep", + "scope": "companies", + "companyIds": [ + "YC30514", + "YC30238", + "YC30494", + "YC30408" + ], + "summary": "Scalar Field旧月收入与付费/注册单列；EMS客户收入、Nixo合同示例及Autostep客户成本排除。", + "evidenceIds": [ + "UNCLEAR1-30514-LAUNCH2", + "UNCLEAR1-30238-LAUNCH1", + "UNCLEAR1-30494-HOME", + "UNCLEAR1-30408-HOME" + ], + "handling": "无新增可比MRR/ARR，不将旧月收入年化或以注册量/示例反推收入。来源内增幅与底数不一致保留待核，不据此推断财务造假。" + }, + { + "id": "UNCLEAR1-R-CUA", + "type": "GPU调度与自备计算机软件交付边界", + "company": "Cua、TensorPool", + "scope": "companies", + "companyIds": [ + "YC30420", + "YC30333" + ], + "summary": "TensorPool训练调度与Cua共享桌面/中继交付、当前套餐、许可及未运行范围分别记录。", + "evidenceIds": [ + "UNCLEAR1-30333-LAUNCH1", + "UNCLEAR1-30420-HOME", + "UNCLEAR1-30420-CODE" + ], + "handling": "价格/赠额/成本节省不作收入；公开材料可读非独立评测，Cua云VM成本不混入其软件订阅。" } ], "coverage": { @@ -75302,6 +76657,386 @@ "note": "平台团队为11—25范围，精确人数留空；收入快照与期间表金额不同，保留差异，不混入MRR或据此推断虚报。" } ] + }, + { + "id": "YC-AI-UNCLEAR-1", + "sourceId": "S01", + "url": "https://www.ycombinator.com/companies", + "accessedAt": "2026-10-31", + "scope": "原ai-unclear 192项按发现审计顺序首24项；当前官方公司资料、历史发布及可读官网复核，14新增、3复用、7 AI主营待核。本批外168项中OpenSEO已有较早复核，其余167项继续补核。", + "complete": false, + "records": [ + { + "id": "YC-AI1-30193", + "name": "Bud", + "url": "https://www.ycombinator.com/companies/bud", + "categoryId": "C05", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "AI070", + "evidenceIds": [ + "UNCLEAR1-30193-YC" + ], + "note": "原始ai-unclear；YC当前自报2025成立。沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。 复用已有公司。" + }, + { + "id": "YC-AI1-30238", + "name": "Amby Health", + "url": "https://www.ycombinator.com/companies/amby-health", + "categoryId": "C09", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC30238", + "evidenceIds": [ + "UNCLEAR1-30238-YC", + "UNCLEAR1-30238-LAUNCH1", + "UNCLEAR1-30238-HOME" + ], + "note": "原始ai-unclear；YC当前自报2025成立。短信健康教练连接穿戴数据并主动跟进；历史业务为EMS病历审核与收费辅助。 当前官网可读但定价、医疗效果与付费未知；2025年EMS AI发布明确，不能把旧客户收入迁为当前公司收入。后续补证入表，原发现快照保持不变。" + }, + { + "id": "YC-AI1-30285", + "name": "Karsa", + "url": "https://www.ycombinator.com/companies/karsa", + "categoryId": "C07", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR1-30285-YC", + "UNCLEAR1-30285-LAUNCH1" + ], + "note": "原始ai-unclear；YC当前自报2025成立。稳定币美元账户及跨境转移；公开业务描述未补足AI核心任务证据，市场目标不是用户量。 AI主营未确认，暂不计入公司表；不是确认排除或成立年未知。" + }, + { + "id": "YC-AI1-30333", + "name": "TensorPool", + "url": "https://www.ycombinator.com/companies/tensorpool", + "categoryId": "C02", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC30333", + "evidenceIds": [ + "UNCLEAR1-30333-YC", + "UNCLEAR1-30333-LAUNCH1" + ], + "note": "原始ai-unclear；YC当前自报2025成立。以CLI调度多云GPU训练任务及Spot任务恢复。 YC当前标记Acquired；官网仅取得标题，不确认独立经营。半价/约50%节省及每周5美元赠额是历史自述，非收入。后续补证入表，原发现快照保持不变。" + }, + { + "id": "YC-AI1-30343", + "name": "Cedar", + "url": "https://www.ycombinator.com/companies/cedar", + "categoryId": "C06", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC30343", + "evidenceIds": [ + "UNCLEAR1-30343-YC", + "UNCLEAR1-30343-LAUNCH1" + ], + "note": "原始ai-unclear；YC当前自报2025成立。当前为销售工作空间，连接CRM、客户上下文及销售流程；历史为应用内AI助手及产品分析。 当前官网只取得销售AI标题；分类主要依据YC当前公司自述。与已有AI102招聘Cedar按不同YC链接分开，不因重名合并。后续补证入表，原发现快照保持不变。" + }, + { + "id": "YC-AI1-30367", + "name": "QFEX", + "url": "https://www.ycombinator.com/companies/qfex", + "categoryId": "C07", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR1-30367-YC", + "UNCLEAR1-30367-LAUNCH1" + ], + "note": "原始ai-unclear；YC当前自报2025成立。全天候股票等交易平台；量化创始人履历与交易手续费不能证明AI为主营或给出AI收入分摊。 AI主营未确认，暂不计入公司表；不是确认排除或成立年未知。" + }, + { + "id": "YC-AI1-30408", + "name": "Autostep", + "url": "https://www.ycombinator.com/companies/autostep", + "categoryId": "C05", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC30408", + "evidenceIds": [ + "UNCLEAR1-30408-YC", + "UNCLEAR1-30408-LAUNCH1", + "UNCLEAR1-30408-LAUNCH2", + "UNCLEAR1-30408-HOME" + ], + "note": "原始ai-unclear；YC当前自报2025成立。观测知识工作流程、衡量成本和ROI，并识别和实施可自动化任务。 官网和2026年发布可读；2025为YC成立字段，不把2026产品发布当成立。客户浪费/节省和ROI示例不是Autostep收入，未独立验证监测效果。后续补证入表，原发现快照保持不变。" + }, + { + "id": "YC-AI1-30412", + "name": "Bloom", + "url": "https://www.ycombinator.com/companies/bloom-4", + "categoryId": "C04", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC30412", + "evidenceIds": [ + "UNCLEAR1-30412-YC", + "UNCLEAR1-30412-LAUNCH1", + "UNCLEAR1-30412-HOME" + ], + "note": "原始ai-unclear；YC当前自报2025成立。通过对话构建原生移动应用及后端。 官网可读，Android标记早期访问；上线入口和厂商示例不证明实际商用规模。不与Bloomy合并；创始人旧应用及收购邀约不作本公司收入。后续补证入表，原发现快照保持不变。" + }, + { + "id": "YC-AI1-30420", + "name": "Cua", + "url": "https://www.ycombinator.com/companies/cua", + "categoryId": "C03", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC30420", + "evidenceIds": [ + "UNCLEAR1-30420-YC", + "UNCLEAR1-30420-LAUNCH1", + "UNCLEAR1-30420-HOME" + ], + "note": "原始ai-unclear；YC当前自报2025成立。共享自备计算机/虚拟桌面及Agent访问、远程中继和跨设备会话。 当前官网明确不出租或托管计算机，云账单由客户自付；旧VM框架路线与现行共享服务分开。官网、公开仓库可读，未安装、运行或复现实验。后续补证入表，原发现快照保持不变。" + }, + { + "id": "YC-AI1-30428", + "name": "Capacitive", + "url": "https://www.ycombinator.com/companies/capacitive", + "categoryId": "C03", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC30428", + "evidenceIds": [ + "UNCLEAR1-30428-YC", + "UNCLEAR1-30428-LAUNCH1" + ], + "note": "原始ai-unclear；YC当前自报2025成立。为Agent提供数据网关、上下文和权限；历史产品为无代码Agent构建。 当前官网仅联系入口，主营依据YC自述；2025免费测试说明不证明当前开放、付费或数据权限控制有效。后续补证入表，原发现快照保持不变。" + }, + { + "id": "YC-AI1-30448", + "name": "PgDog", + "url": "https://www.ycombinator.com/companies/pgdog", + "categoryId": "C04", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR1-30448-YC", + "UNCLEAR1-30448-LAUNCH1", + "UNCLEAR1-30448-HOME" + ], + "note": "原始ai-unclear；YC当前自报2025成立。PostgreSQL分片/连接池；SQL解析、AI客户及创始人旧PostgresML经历不足以证明当前公司AI主营，融资不是收入。 AI主营未确认，暂不计入公司表；不是确认排除或成立年未知。" + }, + { + "id": "YC-AI1-30452", + "name": "Better Auth", + "url": "https://www.ycombinator.com/companies/better-auth", + "categoryId": "C03", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR1-30452-YC", + "UNCLEAR1-30452-LAUNCH1", + "UNCLEAR1-30452-HOME" + ], + "note": "原始ai-unclear；YC当前自报2025成立。TypeScript身份认证；官网确有Agent/MCP认证模块，但通用认证与AI设施的主营/收入占比未核，不因客户Logo或新模块直接入表。 AI主营未确认，暂不计入公司表；不是确认排除或成立年未知。" + }, + { + "id": "YC-AI1-30454", + "name": "Refresh", + "url": "https://www.ycombinator.com/companies/refresh", + "categoryId": "C02", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC30454", + "evidenceIds": [ + "UNCLEAR1-30454-YC", + "UNCLEAR1-30454-LAUNCH1", + "UNCLEAR1-30454-HOME" + ], + "note": "原始ai-unclear；YC当前自报2025成立。提供软件工程、计算机操作等可评分的强化学习训练环境。 官网可读，描述由专家建立及检查任务；未取得独立训练增益、完整任务集或客户合同，不将行业基准总分归公司。后续补证入表，原发现快照保持不变。" + }, + { + "id": "YC-AI1-30492", + "name": "Prism", + "url": "https://www.ycombinator.com/companies/prism", + "categoryId": "C02", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "AI030", + "evidenceIds": [ + "UNCLEAR1-30492-YC", + "UNCLEAR1-30492-LAUNCH1", + "UNCLEAR1-30492-LAUNCH2", + "UNCLEAR1-30492-LAUNCH3" + ], + "note": "原始ai-unclear；YC当前自报2025成立。沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。 复用已有公司。" + }, + { + "id": "YC-AI1-30494", + "name": "Nixo", + "url": "https://www.ycombinator.com/companies/nixo", + "categoryId": "C05", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC30494", + "evidenceIds": [ + "UNCLEAR1-30494-YC", + "UNCLEAR1-30494-LAUNCH1", + "UNCLEAR1-30494-HOME" + ], + "note": "原始ai-unclear；YC当前自报2025成立。整合客户、代码与工作上下文，协调FDE交付，并以AI辅助需求接入。 官网可读；2025年100名FDE访谈不等付费用户，页面Salesforce年合同185000美元为示例客户对象，不是Nixo已确认收入。后续补证入表，原发现快照保持不变。" + }, + { + "id": "YC-AI1-30502", + "name": "NODI Energy", + "url": "https://www.ycombinator.com/companies/nodi-energy", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR1-30502-YC", + "UNCLEAR1-30502-LAUNCH1", + "UNCLEAR1-30502-LAUNCH2", + "UNCLEAR1-30502-HOME" + ], + "note": "原始ai-unclear；YC当前自报2025成立。电池/分布式能源及历史AI硬件供电；属于AI产业邻接业务，当前模型/Agent核心交付未确认，容量管线和可退款预约金非收入。 AI主营未确认，暂不计入公司表；不是确认排除或成立年未知。" + }, + { + "id": "YC-AI1-30514", + "name": "Scalar Field", + "url": "https://www.ycombinator.com/companies/scalar-field", + "categoryId": "C07", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC30514", + "evidenceIds": [ + "UNCLEAR1-30514-YC", + "UNCLEAR1-30514-LAUNCH1", + "UNCLEAR1-30514-LAUNCH2", + "UNCLEAR1-30514-HOME" + ], + "note": "原始ai-unclear；YC当前自报2025成立。以Agent连接金融研究、回测及事件驱动交易执行。 2025年5月发布自述约800付费交易者、逾34000注册和74000美元符号月收入，期间/币种/经常性未给；不能升级MRR或当前ARR。2026约300ms执行为厂商自测，非独立收益证明。后续补证入表，原发现快照保持不变。" + }, + { + "id": "YC-AI1-30520", + "name": "Synthetic Society", + "url": "https://www.ycombinator.com/companies/synthetic-society", + "categoryId": "C08", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC30520", + "evidenceIds": [ + "UNCLEAR1-30520-YC", + "UNCLEAR1-30520-LAUNCH1" + ], + "note": "原始ai-unclear；YC当前自报2025成立。YC当前描述合成营销视频，2025年发布则为模拟用户进行应用QA。 当前官网只取得名称及申请加入，当前创意业务按YC自述暂分C08；历史AI测试业务明确，转型时间、独立法律主体和现行交付仍待核。后续补证入表，原发现快照保持不变。" + }, + { + "id": "YC-AI1-30536", + "name": "Propolis", + "url": "https://www.ycombinator.com/companies/propolis", + "categoryId": "C04", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC30536", + "evidenceIds": [ + "UNCLEAR1-30536-YC", + "UNCLEAR1-30536-LAUNCH1" + ], + "note": "原始ai-unclear；YC当前自报2025成立。用AI浏览器代理模拟用户、检查应用流程。 YC标记Acquired；当前官网读取502，不确认停服或收购条件。历史全覆盖和替代QA为厂商主张，首批赠礼不是付费客户证明。后续补证入表，原发现快照保持不变。" + }, + { + "id": "YC-AI1-30538", + "name": "Den", + "url": "https://www.ycombinator.com/companies/den", + "categoryId": "C09", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC30538", + "evidenceIds": [ + "UNCLEAR1-30538-YC", + "UNCLEAR1-30538-LAUNCH1", + "UNCLEAR1-30538-HOME" + ], + "note": "原始ai-unclear；YC当前自报2025成立。当前站点为AI互动故事与聊天，历史为知识工作Agent协作空间。 YC链接getden.io重定向Den of Us，首页明确AI叙事；产品转型、实际经营主体及收入未核，不将历史Slack/Notion类空间当当前主营。创始人旧团队规模不迁入Den。后续补证入表，原发现快照保持不变。" + }, + { + "id": "YC-AI1-30556", + "name": "Cascade Space", + "url": "https://www.ycombinator.com/companies/cascade-space", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR1-30556-YC", + "UNCLEAR1-30556-LAUNCH1", + "UNCLEAR1-30556-LAUNCH2", + "UNCLEAR1-30556-HOME" + ], + "note": "原始ai-unclear；YC当前自报2025成立。深空通信网络及工程设计软件；未找到明确AI核心业务依据，未来容量和地面站计划非收入。 AI主营未确认，暂不计入公司表；不是确认排除或成立年未知。" + }, + { + "id": "YC-AI1-30560", + "name": "Foundation Industries", + "url": "https://www.ycombinator.com/companies/foundation-industries", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "pending-ai", + "evidenceIds": [ + "UNCLEAR1-30560-YC", + "UNCLEAR1-30560-HOME" + ], + "note": "原始ai-unclear；YC当前自报2025成立。CNC机械制造；服务科技或硬件客户不能证明本公司AI主营，短交期宣传非AI能力验证。 AI主营未确认，暂不计入公司表；不是确认排除或成立年未知。" + }, + { + "id": "YC-AI1-30592", + "name": "Prox", + "url": "https://www.ycombinator.com/companies/prox", + "categoryId": "C07", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "YC30592", + "evidenceIds": [ + "UNCLEAR1-30592-YC", + "UNCLEAR1-30592-LAUNCH1" + ], + "note": "原始ai-unclear；YC当前自报2025成立。为物流流程构建Agent，历史首用例为承运人索赔自动化。 当前YC描述空缺、官网超时，2025年公司发布提供AI业务依据；ShipBob包裹量及预期退款是客户规模/目标，非Prox收入，当前运营待核。后续补证入表，原发现快照保持不变。" + }, + { + "id": "YC-AI1-30604", + "name": "Parametric", + "url": "https://www.ycombinator.com/companies/parametric", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "linked", + "companyId": "AI014", + "evidenceIds": [ + "UNCLEAR1-30604-YC", + "UNCLEAR1-30604-LAUNCH1" + ], + "note": "原始ai-unclear；YC当前自报2025成立。沿用现有记录，当前YC公司自述及历史发布补核；不再新增同公司。 复用已有公司。" + } + ] } ], "directoryRechecks": [ @@ -75316,6 +77051,204 @@ "SEO-HOME" ], "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。" + }, + { + "ycId": 30193, + "originalStatus": "ai-unclear", + "companyId": "AI070", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR1-30193-YC" + ], + "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；复用已有公司记录，不重复新增。 不回写原1428条初筛及928条新增目录计数。" + }, + { + "ycId": 30238, + "originalStatus": "ai-unclear", + "companyId": "YC30238", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR1-30238-YC", + "UNCLEAR1-30238-LAUNCH1", + "UNCLEAR1-30238-HOME" + ], + "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。" + }, + { + "ycId": 30333, + "originalStatus": "ai-unclear", + "companyId": "YC30333", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR1-30333-YC", + "UNCLEAR1-30333-LAUNCH1" + ], + "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。" + }, + { + "ycId": 30343, + "originalStatus": "ai-unclear", + "companyId": "YC30343", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR1-30343-YC", + "UNCLEAR1-30343-LAUNCH1" + ], + "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。" + }, + { + "ycId": 30408, + "originalStatus": "ai-unclear", + "companyId": "YC30408", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR1-30408-YC", + "UNCLEAR1-30408-LAUNCH1", + "UNCLEAR1-30408-LAUNCH2", + "UNCLEAR1-30408-HOME" + ], + "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。" + }, + { + "ycId": 30412, + "originalStatus": "ai-unclear", + "companyId": "YC30412", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR1-30412-YC", + "UNCLEAR1-30412-LAUNCH1", + "UNCLEAR1-30412-HOME" + ], + "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。" + }, + { + "ycId": 30420, + "originalStatus": "ai-unclear", + "companyId": "YC30420", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR1-30420-YC", + "UNCLEAR1-30420-LAUNCH1", + "UNCLEAR1-30420-HOME" + ], + "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。" + }, + { + "ycId": 30428, + "originalStatus": "ai-unclear", + "companyId": "YC30428", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR1-30428-YC", + "UNCLEAR1-30428-LAUNCH1" + ], + "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。" + }, + { + "ycId": 30454, + "originalStatus": "ai-unclear", + "companyId": "YC30454", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR1-30454-YC", + "UNCLEAR1-30454-LAUNCH1", + "UNCLEAR1-30454-HOME" + ], + "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。" + }, + { + "ycId": 30492, + "originalStatus": "ai-unclear", + "companyId": "AI030", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR1-30492-YC", + "UNCLEAR1-30492-LAUNCH1", + "UNCLEAR1-30492-LAUNCH2", + "UNCLEAR1-30492-LAUNCH3" + ], + "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；复用已有公司记录，不重复新增。 不回写原1428条初筛及928条新增目录计数。" + }, + { + "ycId": 30494, + "originalStatus": "ai-unclear", + "companyId": "YC30494", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR1-30494-YC", + "UNCLEAR1-30494-LAUNCH1", + "UNCLEAR1-30494-HOME" + ], + "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。" + }, + { + "ycId": 30514, + "originalStatus": "ai-unclear", + "companyId": "YC30514", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR1-30514-YC", + "UNCLEAR1-30514-LAUNCH1", + "UNCLEAR1-30514-LAUNCH2", + "UNCLEAR1-30514-HOME" + ], + "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。" + }, + { + "ycId": 30520, + "originalStatus": "ai-unclear", + "companyId": "YC30520", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR1-30520-YC", + "UNCLEAR1-30520-LAUNCH1" + ], + "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。" + }, + { + "ycId": 30536, + "originalStatus": "ai-unclear", + "companyId": "YC30536", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR1-30536-YC", + "UNCLEAR1-30536-LAUNCH1" + ], + "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。" + }, + { + "ycId": 30538, + "originalStatus": "ai-unclear", + "companyId": "YC30538", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR1-30538-YC", + "UNCLEAR1-30538-LAUNCH1", + "UNCLEAR1-30538-HOME" + ], + "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。" + }, + { + "ycId": 30592, + "originalStatus": "ai-unclear", + "companyId": "YC30592", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR1-30592-YC", + "UNCLEAR1-30592-LAUNCH1" + ], + "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；补入公司表，成立年及团队为YC自述，法律主体和当前商业交付仍待核。 不回写原1428条初筛及928条新增目录计数。" + }, + { + "ycId": 30604, + "originalStatus": "ai-unclear", + "companyId": "AI014", + "reviewedAt": "2026-10-31", + "evidenceIds": [ + "UNCLEAR1-30604-YC", + "UNCLEAR1-30604-LAUNCH1" + ], + "reason": "本轮人工阅读当前YC与历史公司发布，补足AI业务依据；复用已有公司记录，不重复新增。 不回写原1428条初筛及928条新增目录计数。" } ] } diff --git a/content/research/ai-companies.sources.json b/content/research/ai-companies.sources.json index adfb385..b1e1cc3 100644 --- a/content/research/ai-companies.sources.json +++ b/content/research/ai-companies.sources.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-consolidated-1", + "version": "2026-10-31-ai-unclear-1", "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。" + "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。 本轮另补核原AI不明池首24/192：14新增、3复用、7 AI主营待核（pending-ai），保留原审计不回写；本批外168项中OpenSEO已有较早复核，其余167项继续补核。Scalar Field历史月收入未声明MRR，客户收入/示例/成本排除，自备算力和软件中继收费分开。" }, { "id": "S02", diff --git a/content/research/ai-income-analysis.json b/content/research/ai-income-analysis.json index 50e9027..7aa46db 100644 --- a/content/research/ai-income-analysis.json +++ b/content/research/ai-income-analysis.json @@ -1,5 +1,5 @@ { - "sourceVersion": "2026-10-31-consolidated-1", + "sourceVersion": "2026-10-31-ai-unclear-1", "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 0a3e516..281c2d4 100644 --- a/scripts/audit-ai-research.py +++ b/scripts/audit-ai-research.py @@ -85,7 +85,7 @@ def candidate_register(): all_ids = [r['id'] for b in batches for r in b['records']] assert len(set(all_ids)) == len(all_ids) lines = [] - statuses = {'pending-year': '成立年待核', 'linked': '已关联公司', + statuses = {'pending-year': '成立年待核', 'pending-ai': 'AI主营待核', 'linked': '已关联公司', 'existing-outside-cohort': '已有关联，年份范围外', 'outside-cohort': '范围外或既有业务，不新增公司', 'promotion': '推广活动，非公司新增'} for batch in batches: @@ -97,13 +97,13 @@ def candidate_register(): assert sum(counts.values()) == len(rows) lines += ['', f"## {batch['sourceId']} 候选核对（{batch['id']}）", '', f"[发现页面]({batch['url']})，读取于{batch['accessedAt']}。{batch['scope']}", '', - f"本批{len(rows)}条：{counts['linked']}条关联公司、{counts['existing-outside-cohort']}条关联范围外对照、{counts['outside-cohort']}条范围外不新增公司、{counts['pending-year']}条成立年待核、{counts['promotion']}条推广活动。完整来源覆盖标记：{'已完成' if batch['complete'] else '未完成'}。主营或产品任务的初分类不计入主公司表数量，只有已关联的公司记录进入对应公司明细。候选与缺项随研究版本保存在文档站同一SQLite的研究元数据中。", '', + f"本批{len(rows)}条：{counts['linked']}条关联公司、{counts['existing-outside-cohort']}条关联范围外对照、{counts['outside-cohort']}条范围外不新增公司、{counts['pending-year']}条成立年待核、{counts['pending-ai']}条AI主营待核、{counts['promotion']}条推广活动。完整来源覆盖标记：{'已完成' if batch['complete'] else '未完成'}。主营或产品任务的初分类不计入主公司表数量，只有已关联的公司记录进入对应公司明细。候选与缺项随研究版本保存在文档站同一SQLite的研究元数据中。", '', '| 发现条目 | 主营或产品任务初分 | 核对状态 | 关联公司 | 核对证据 | 限制 |', '| --- | --- | --- | --- | --- | --- |'] for row in rows: assert row['categoryId'] in categories assert row['status'] in statuses assert all(eid in evidence for eid in row.get('evidenceIds', [])) - if row['status'] == 'outside-cohort': + if row['status'] in {'outside-cohort', 'pending-ai'}: assert row.get('evidenceIds') and not row.get('companyId') name = f"[{row['name']}]({row['url']})" if row['url'] else row['name'] company = '—'