From 85a0c534aac9ce3a7501188906bb8edf78bb539f Mon Sep 17 00:00:00 2001 From: Codex Bot Date: Sat, 31 Oct 2026 03:06:48 +0800 Subject: [PATCH] Review mixed directory tags and separate historical Mixy income --- apps/docs/scripts/auth-cli.ts | 4 +- apps/docs/tests/research.test.ts | 14 +- content/research/ai-companies.seed.json | 990 ++++++++++++++++++--- content/research/ai-companies.sources.json | 4 +- content/research/ai-income-analysis.json | 2 +- 5 files changed, 867 insertions(+), 147 deletions(-) diff --git a/apps/docs/scripts/auth-cli.ts b/apps/docs/scripts/auth-cli.ts index abe5800..fd9386a 100644 --- a/apps/docs/scripts/auth-cli.ts +++ b/apps/docs/scripts/auth-cli.ts @@ -184,8 +184,8 @@ async function main() { const research = await researchResponse.json(); assert.equal(research.companies.length, 1051); assert.equal(research.categories.length, 11); - assert.equal(research.evidence.length, 1858); - assert.equal(research.observations.length, 237); + assert.equal(research.evidence.length, 1898); + assert.equal(research.observations.length, 243); 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 ff08234..291363a 100644 --- a/apps/docs/tests/research.test.ts +++ b/apps/docs/tests/research.test.ts @@ -24,8 +24,8 @@ test("research revisions share the authentication database and preserve replay l assert.equal(consumeCode(config, "invalid"), "limited"); const initial = readResearchSnapshot(); assert.equal(initial.companies.length, 1051); - assert.equal(initial.evidence.length, 1858); - assert.equal(initial.observations.length, 237); + assert.equal(initial.evidence.length, 1898); + assert.equal(initial.observations.length, 243); 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"); @@ -64,7 +64,7 @@ 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, 115); + assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 119); assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 12); assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 44); const review = snapshot.reviews.find((r) => r.id === "R4")!; @@ -86,10 +86,10 @@ test("disclosure counts exclude client income, biographies, targets and duplicat 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), 43); + assert.equal(summary.reduce((n, c) => n + c.self, 0), 44); 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), 987); + assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 986); 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")); @@ -101,8 +101,8 @@ test("disclosure counts exclude client income, biographies, targets and duplicat 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, 59); - assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 9); + assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 61); + assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 10); 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/); diff --git a/content/research/ai-companies.seed.json b/content/research/ai-companies.seed.json index c461883..1d8ae8b 100644 --- a/content/research/ai-companies.seed.json +++ b/content/research/ai-companies.seed.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-sales-models-1", + "version": "2026-10-31-other-tags-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": [ @@ -3710,31 +3710,34 @@ "id": "YC30423", "name": "neoncoral", "url": "https://www.ycombinator.com/companies/neoncoral", - "cat": "C08", + "cat": "C00", "year": 2025, "team": 1, "location": "San Francisco", - "business": "公司简介：", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "目前未见可读业务说明，产品和交付待核。", + "buyer": "当前买家待核", + "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。", + "notes": "YC现主营为空，官网仅stealth联系及天使来自哪些公司，移待分类。Figma等标识不是自身客户、AI能力或创意产品证据，不因资料缺项推停业/零收入。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30423" + "YC-E-30423", + "OTHERTAG1-CAT-YC30423", + "OTHERTAG1-NEON-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核其余原标签池：目前未见可读业务说明，产品和交付待核。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。", "directoryTags": [ "Consumer", "Social Media", "Social", "AI" - ] + ], + "businessModel": "业务待分类；软件、服务与实际收费均缺资料" }, { "id": "YC30425", @@ -3922,25 +3925,43 @@ "year": 2025, "team": 1, "location": "Germany", - "business": "公司简介：Tools for the next era of physical automation.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "提供机器人开发套件及面向重复固定工序的机器人平台。", + "buyer": "机器人开发者及重复工序自动化企业", + "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。", + "notes": "保留实体机器人。2025发布低于一万双臂为报价目标/自述，非收入或全成本；当前公开DK1与旧通用工人愿景分期，遥操作/录制示例不等自主生产已达标。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", - "price": "本轮未逐一核验", + "price": "2025发布称双固定臂硬件低于原文$10000；现DK1单价、软件/集成和全成本待核，币种待核", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30433" + "YC-E-30433", + "OTHERTAG1-CAT-YC30433", + "OTHERTAG1-TRLC-HOME", + "OTHERTAG1-TRLC-REPO", + "OTHERTAG1-TRLC-LICENSE" ], "revenueStatus": "unknown", - "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "profileOnly": false, + "classificationBasis": "2026-10-31人工复核其余原标签池：提供机器人开发套件及面向重复固定工序的机器人平台。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。", "directoryTags": [ "Machine Learning", "Robotics" - ] + ], + "businessModel": "实体机器人套件及控制软件；硬件、集成、训练、维护费待拆", + "directoryOrigin": "yc-2025-2026", + "entityBasis": "目录与官网及公开材料对应，签约/注册主体与实际收费范围未独立核。", + "technicalReview": { + "level": "public-artifact", + "reviewedAt": "2026-10-31", + "summary": "已读DK1官方README、目录及根Apache2/第三方MIT署名；未读取全部CAD/子模块、运行或控制硬件，自主能力和商业成本未核。", + "evidenceIds": [ + "OTHERTAG1-CAT-YC30433", + "OTHERTAG1-TRLC-HOME", + "OTHERTAG1-TRLC-REPO", + "OTHERTAG1-TRLC-LICENSE" + ] + } }, { "id": "YC30434", @@ -4032,32 +4053,35 @@ "id": "YC30441", "name": "stratify", "url": "https://www.ycombinator.com/companies/stratify", - "cat": "C08", + "cat": "C06", "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：AI agents that help you understand your customers' needs", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "招募调研参与者、动态访谈并整理用户研究洞察。", + "buyer": "产品、UX及营销研究团队", + "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。", + "notes": "从创意移客户研究。上传图片/视频是受测材料非主打生成媒体；数百万参与者网络不是付费客户，客户节省和传统焦点小组报价不归公司收入。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30441" + "YC-E-30441", + "OTHERTAG1-CAT-YC30441", + "OTHERTAG1-STRAT-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核其余原标签池：招募调研参与者、动态访谈并整理用户研究洞察。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。", "directoryTags": [ "B2B", "Design", "Consumer Products", "AI", "Conversational AI" - ] + ], + "businessModel": "客户研究软件；参与者招募/激励、访谈、分析及人工支持费待拆" }, { "id": "YC30443", @@ -4920,30 +4944,33 @@ "id": "YC30498", "name": "Alkali", "url": "https://www.ycombinator.com/companies/alkali", - "cat": "C08", + "cat": "C07", "year": 2025, "team": 2, "location": "Houston, TX", - "business": "公司简介：The smarter way to estimate steel.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为钢结构企业估算工程量、搜索图纸并生成材料与细化信息。", + "buyer": "钢结构制造、安装及建筑估算团队", + "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。", + "notes": "从创意移行业应用。当前钢估算与旧化工ProcessMate设计/采购分期，2500以上项目和钢占比非平台收入；历史创始人八位数工程项目不是Alkali营收。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30498" + "YC-E-30498", + "OTHERTAG1-CAT-YC30498", + "OTHERTAG1-ALKALI-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核其余原标签池：为钢结构企业估算工程量、搜索图纸并生成材料与细化信息。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。", "directoryTags": [ "B2B", "Design Tools", "AI Assistant" - ] + ], + "businessModel": "建筑钢结构专业软件；项目、图纸处理、实施及支持费待拆" }, { "id": "YC30500", @@ -5340,27 +5367,30 @@ "year": 2025, "team": 14, "location": "San Francisco", - "business": "公司简介：Infrastructure to power every customer interaction.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "整合客户账户上下文并协调从接待到扩张续约的服务动作。", + "buyer": "客户服务、成功及收入运营团队", + "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。", + "notes": "保留客户运营，infrastructure是客户旅程定位而非通用Agent网关证明。官网early access及选择合作企业不等公开成熟/全部付费，具体AI作用仍缺细节，旧雇主规模非现收入。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30524" + "YC-E-30524", + "OTHERTAG1-CAT-YC30524", + "OTHERTAG1-LAPEL-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核其余原标签池：整合客户账户上下文并协调从接待到扩张续约的服务动作。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。", "directoryTags": [ "Customer Success", "Sales", "Customer Support", "AI" - ] + ], + "businessModel": "客户旅程软件；数据接入、自动化、实施与支持费用待拆" }, { "id": "YC30526", @@ -9540,31 +9570,34 @@ "id": "YC30792", "name": "Bizzy AI", "url": "https://www.ycombinator.com/companies/geo-ai", - "cat": "C06", + "cat": "C07", "year": 2025, "team": null, "location": "New York City, NY", - "business": "公司简介：Bizzy works 24/7 so you never miss a lead.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为银行及金融科技平台客户协商服务账单并返回确认结果。", + "buyer": "银行、金融科技及账单服务平台", + "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。", + "notes": "按现官网Otto账单协商移行业应用；目录旧销售接线/预约分期。官网无节省无费，原89到69/月是客户账单情境非Bizzy收入，分成比例及确认收入未知。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", - "price": "本轮未逐一核验", + "price": "官网按确认节省分成，无节省无费；比例、上限、计费期和实际合同待核", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30792" + "YC-E-30792", + "OTHERTAG1-CAT-YC30792", + "OTHERTAG1-BIZZY-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核其余原标签池：为银行及金融科技平台客户协商服务账单并返回确认结果。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。", "directoryTags": [ "Workflow Automation", "Sales", "Marketing", "AI" - ] + ], + "businessModel": "专业账单协商服务；按确认节省分成、语音通话及异常处理成本待拆" }, { "id": "YC30794", @@ -9764,59 +9797,70 @@ "year": 2025, "team": 2, "location": null, - "business": "公司简介：Make mashups without knowing how to DJ", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "让个人导入歌曲并混合人声和节拍制作mashup。", + "buyer": "个人音乐爱好者与创作者", + "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。", + "notes": "保留内容创意。2025-11-04发布自述20k MRR及200k捐赠分别记历史；2024年底原型起步与YC2025成立分开，法律成立年未独立核。用户/创作数和前公司融资非自身经常性收入，未来按秒支付艺人尚非已核结算。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", - "price": "本轮未逐一核验", - "stage": "目录公开，商业成熟度待核验", + "price": "免费加Pro内购；商店多金额未注明一致周期，实际月/周年/旧捐赠与订阅分开，当前单价和合同待核", + "stage": "应用商店现可见，历史自述订阅及捐赠，当前付费规模与在线服务范围未核", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30812" + "YC-E-30812", + "OTHERTAG1-CAT-YC30812", + "OTHERTAG1-MIXY-HOME", + "OTHERTAG1-MIXY-APP", + "OTHERTAG1-MIXY-TERMS", + "OTHERTAG1-MIXY-LAUNCH" ], - "revenueStatus": "unknown", - "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "revenueStatus": "self", + "profileOnly": false, + "classificationBasis": "2026-10-31人工复核其余原标签池：让个人导入歌曲并混合人声和节拍制作mashup。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。", "directoryTags": [ "Consumer", "Entertainment", "Social", "Music", "AI" - ] + ], + "businessModel": "消费音乐创作应用；订阅、捐赠、版权与推理/分发成本分开", + "directoryOrigin": "yc-2025-2026", + "entityBasis": "YC2025成立自述保留；发布称2024年底原型、2025-06-19上线，条款Mixy LLC与商店Mixy, Inc.主体沿革及注册时间未核。" }, { "id": "YC30816", "name": "Digipals", "url": "https://www.ycombinator.com/companies/digipals", - "cat": "C08", + "cat": "C09", "year": 2025, "team": 3, "location": "San Francisco", - "business": "公司简介：The future of Social in the age of AI", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "在个人群聊中协助朋友协调线下活动、记忆与账单。", + "buyer": "朋友群组及个人消费者", + "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。", + "notes": "从创意移个人应用，聊天内写代码/widget是使用方式非主要开发工具。旧发布候补/未来开放widget与现愿景分期，deadshot两百万月活属创始人旧游戏，不归Digipals。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30816" + "YC-E-30816", + "OTHERTAG1-CAT-YC30816", + "OTHERTAG1-DIGI-ACCESS" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核其余原标签池：在个人群聊中协助朋友协调线下活动、记忆与账单。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。", "directoryTags": [ "Consumer", "Social Media", "Social", "Social Network", "AI" - ] + ], + "businessModel": "消费社交助手；模型、定位/日历、预订与潜在订阅费待拆" }, { "id": "YC30818", @@ -10452,28 +10496,44 @@ "year": 2025, "team": 5, "location": "San Francisco", - "business": "公司简介：Agentic AI Filmmaking Platform", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "从剧本或音频生成可编辑的个性化影视场景。", + "buyer": "影视、音乐、播客及创作者团队", + "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。", + "notes": "保留内容创意。自述付费试点但无金额，不推当前ARR；150万播放、22家YC合作与代理十万报价非自身营收。CHARCHA作者论文和当前整个平台能力/版权协议分别核，不因论文就认定独立验证。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30870" + "YC-E-30870", + "OTHERTAG1-CAT-YC30870", + "OTHERTAG1-KOYAL-ACCESS", + "OTHERTAG1-KOYAL-PAPER" ], "revenueStatus": "unknown", - "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "profileOnly": false, + "classificationBasis": "2026-10-31人工复核其余原标签池：从剧本或音频生成可编辑的个性化影视场景。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。", "directoryTags": [ "Generative AI", "Entertainment", "Video", "Media", "Creator Economy" - ] + ], + "businessModel": "视频创作软件及制作/试点；模型用量、版权、人工指导和合同费待拆", + "directoryOrigin": "yc-2025-2026", + "entityBasis": "目录与官网及公开材料对应，签约/注册主体与实际收费范围未独立核。", + "technicalReview": { + "level": "description", + "reviewedAt": "2026-10-31", + "summary": "仅核作者论文摘要页可读与日期/track、个体LoRA/身份授权描述，未阅读全文/代码、复现、查专利或确认当前整个平台能力；非独立评测。", + "evidenceIds": [ + "OTHERTAG1-CAT-YC30870", + "OTHERTAG1-KOYAL-ACCESS", + "OTHERTAG1-KOYAL-PAPER" + ] + } }, { "id": "YC30871", @@ -11092,28 +11152,31 @@ "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：Proactive AI that knows what's important", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "通过桌面上下文主动建议写信、文档、会议及待办动作。", + "buyer": "个人知识工作者，企业方案为次要买家", + "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。", + "notes": "保留个人助手。YC称不传Logical服务器，不等任何配置不出本机/第三方模型；官网无可读正文，隐私、性能、真实付费和兼容范围未核，旧trylogical域名保留发布来源。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30907" + "YC-E-30907", + "OTHERTAG1-CAT-YC30907", + "OTHERTAG1-LOGICAL-ACCESS" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核其余原标签池：通过桌面上下文主动建议写信、文档、会议及待办动作。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。", "directoryTags": [ "Consumer", "B2B", "Productivity", "AI", "AI Assistant" - ] + ], + "businessModel": "桌面个人助手；本地/第三方模型、连接、额度和支持费待拆" }, { "id": "YC30910", @@ -12005,25 +12068,28 @@ "year": 2025, "team": 2, "location": "San Francisco", - "business": "公司简介：AI support done right", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "汇总客户会话并调查问题，输出支持回复及工程交接。", + "buyer": "客户支持及技术支持团队", + "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。", + "notes": "保留客户运营。当前Clad支持调查与2025旧Chad IDE分期；官网所有回复需批准，旧每小时省15分钟明确为调查/观察非研究，不能外推当前客服效果或纯无人服务毛利。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。", "cohort": "2025年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-30957" + "YC-E-30957", + "OTHERTAG1-CAT-YC30957", + "OTHERTAG1-CLAD-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核其余原标签池：汇总客户会话并调查问题，输出支持回复及工程交接。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。", "directoryTags": [ "Customer Success", "Customer Support" - ] + ], + "businessModel": "客服调查软件；会话、后端接入、模型及人工审核成本待拆" }, { "id": "YC30958", @@ -16783,31 +16849,34 @@ "id": "YC31301", "name": "OpenVector", "url": "https://www.ycombinator.com/companies/openvector", - "cat": "C10", + "cat": "C07", "year": 2026, "team": 4, "location": "San Francisco", - "business": "公司简介：AI that turns any camera to an autonomous worker with real-time vision", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "通过现有摄像头理解现场事件并更新企业业务系统。", + "buyer": "制造、仓储、零售及其他现场运营团队", + "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。", + "notes": "从实体机器人移行业软件。官网接前沿VLM与可审阅工作流，不证明卖自有机器人或基础权重；50ms/最快等自述未独立测，机器人摄像片段不是自主机械执行证明，170k奖学金属创始人经历。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。", "cohort": "2026年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-31301" + "YC-E-31301", + "OTHERTAG1-CAT-YC31301", + "OTHERTAG1-OPENVECTOR-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核其余原标签池：通过现有摄像头理解现场事件并更新企业业务系统。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。", "directoryTags": [ "Robotics", "Computer Vision", "Infrastructure", "Industrial" - ] + ], + "businessModel": "视觉专业运营软件；视频推理、系统连接、配置及维护费待拆" }, { "id": "YC31302", @@ -18236,29 +18305,32 @@ "id": "YC31419", "name": "StableBrowse", "url": "https://www.ycombinator.com/companies/stablebrowse", - "cat": "C10", + "cat": "C02", "year": 2026, "team": 3, "location": "San Francisco", - "business": "公司简介：Building the Data Infrastructure layer for Physical AI.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "为物理AI采集并后处理多模态任务训练数据。", + "buyer": "机器人及具身模型训练团队", + "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。", + "notes": "按现官网从机器人移模型数据。旧浏览器图/70至80%token节省、3至4倍和98%成功不套用新数据业务。当前人工标注复核是成本，创始人MDD前研究不当公司数据销量或独立能力。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。", "cohort": "2026年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-31419" + "YC-E-31419", + "OTHERTAG1-CAT-YC31419", + "OTHERTAG1-STABLE-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核其余原标签池：为物理AI采集并后处理多模态任务训练数据。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。", "directoryTags": [ "Robotics", "AI" - ] + ], + "businessModel": "训练数据基础设施/服务；传感采集、标注审核、校准和交付费用待拆" }, { "id": "YC31420", @@ -18719,27 +18791,30 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：The fully autonomous intelligence layer in the sky.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "以自然语言协调无人机队任务与现场状态。", + "buyer": "搜救、应急响应及基础设施检查团队", + "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。", + "notes": "保留实体系统，未确认自造机体或全自主成熟。官网early access、示例机队/救援状态不是真实事件或测试，许可/客户/收入未核，不执行或详化任务。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。", "cohort": "2026年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-31452" + "YC-E-31452", + "OTHERTAG1-CAT-YC31452", + "OTHERTAG1-DEGLA-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核其余原标签池：以自然语言协调无人机队任务与现场状态。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。", "directoryTags": [ "Hard Tech", "Drones", "Aerospace", "AI" - ] + ], + "businessModel": "实体无人机协调系统；软件、设备接入、部署与操作支持费待拆" }, { "id": "YC31454", @@ -19695,28 +19770,31 @@ "year": 2026, "team": 2, "location": "San Francisco", - "business": "公司简介：The AI mobile wallet that replaces Apple Pay", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "自述以AI钱包为个人选择支付方式和信用卡奖励。", + "buyer": "个人持卡消费者，合作买家待核", + "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。", + "notes": "保留消费者应用，官网标题称奖励选卡但无可读正文。替代Apple Pay是定位非已证明支付覆盖或牌照，用户消费/支付额与公司收入分开，AI实用方式、收费及主体待核。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。", "cohort": "2026年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-31526" + "YC-E-31526", + "OTHERTAG1-CAT-YC31526", + "OTHERTAG1-UNO-ACCESS" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核其余原标签池：自述以AI钱包为个人选择支付方式和信用卡奖励。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。", "directoryTags": [ "Fintech", "Payments", "Consumer", "Infrastructure", "AI" - ] + ], + "businessModel": "个人金融钱包暂分类；订阅、佣金、支付接入及支持费待拆" }, { "id": "YC31527", @@ -19726,26 +19804,29 @@ "year": 2026, "team": 3, "location": "Manchester, United Kingdom", - "business": "公司简介：Your AI growth hire.", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "跨外联、广告与搜索内容渠道执行客户增长工作。", + "buyer": "创业者、营销与增长团队", + "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。", + "notes": "保留客户运营。现官网有前置增长工程师，并非一律无人纯SaaS；官网4280 MRR是替客户赢回示例、三百万是融资、年薪二十万是替代成本，均非Revnu自身ARR。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。", "cohort": "2026年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-31527" + "YC-E-31527", + "OTHERTAG1-CAT-YC31527", + "OTHERTAG1-REVNU-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核其余原标签池：跨外联、广告与搜索内容渠道执行客户增长工作。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。", "directoryTags": [ "B2B", "Advertising", "AI" - ] + ], + "businessModel": "增长软件加部署工程；订阅/效果费、广告预算、数据及人工支持待拆" }, { "id": "YC31528", @@ -20664,26 +20745,29 @@ "year": 2026, "team": 3, "location": null, - "business": "公司简介：Roma is the to-do list that does itself", - "buyer": "本轮未逐一核验", - "delivery": "公开YC公司资料；交付与付费使用待核验", - "notes": "目录基础资料；AI相关描述与业务分类均待进一步人工复核。收入、定价和技术能力未逐一核验。", + "business": "以待办清单组织任务并让助手在后台开始处理。", + "buyer": "个人任务管理及知识工作者", + "delivery": "已读YC现主营及相关发布；选定官网和公开材料另列，实际合同、收入及能力未独立核。", + "notes": "保留消费者个人应用。底层harness非独立Agent运行设施主营，团队协作/多代理是使用场景；官网示例客户会费/退款不归Roma，前Loom/Senic收购不是当前收入，真实完成率及权限未测。 原始发现、成立及团队快照保留，主营复核不等完整商业或财务审计。", "cohort": "2026年成立", "teamBasis": "YC官方页面Team Size；2026-10-30访问快照，业务截至日未注明", "price": "本轮未逐一核验", "stage": "目录公开，商业成熟度待核验", "sourceType": "YC官方页面中的公司自述", "evidenceIds": [ - "YC-E-32088" + "YC-E-32088", + "OTHERTAG1-CAT-YC32088", + "OTHERTAG1-ROMA-HOME" ], "revenueStatus": "unknown", "profileOnly": true, - "classificationBasis": "目录标签的规则初分", + "classificationBasis": "2026-10-31人工复核其余原标签池：以待办清单组织任务并让助手在后台开始处理。 按当前交付和买家区分内容、消费者、客户运营、行业、训练数据及实体系统；资料不足待分类。", "directoryTags": [ "Consumer", "Productivity", "AI Assistant" - ] + ], + "businessModel": "个人任务助手；订阅、连接、模型用量与执行成本待拆" }, { "id": "YC32089", @@ -34513,6 +34597,97 @@ "reason": "GMV不等平台收入或ARR；未核佣金、退款和确认政策，不由交易额反推收费，不与公司经常性收入混比", "bound": ">", "comparisonGroup": null + }, + { + "id": "OTHERTAG1-O-MIXY-MRR", + "company": "YC30812", + "name": "Mixy", + "kind": "2025旧发布自述MRR", + "value": 20000, + "bound": "=", + "unit": "原文$，币种待核", + "timing": "2025-11-04发布称订阅上月推出；具体财务截止日未给", + "scope": "Mixy音乐应用业务，法律实体及收入净额范围未核", + "selection": "historical", + "reason": "公司旧MRR自述非支付平台数据；币种/退款/平台抽成待核，不进入2026同期平台分组或乘12当已核ARR", + "evidence": "OTHERTAG1-MIXY-LAUNCH", + "comparisonGroup": null, + "metric": "mrr" + }, + { + "id": "OTHERTAG1-O-MIXY-DONATIONS", + "company": "YC30812", + "name": "Mixy", + "kind": "旧发布累计捐赠", + "value": 200000, + "bound": "=", + "unit": "原文$，币种待核", + "timing": "2025-11-04发布，累计起止期及确认方式未给", + "scope": "Mixy业务自述捐赠，非经常性订阅", + "selection": "historical", + "reason": "捐赠与订阅MRR分开，不能按月年化或加进MRR，也不当融资", + "evidence": "OTHERTAG1-MIXY-LAUNCH", + "comparisonGroup": null + }, + { + "id": "OTHERTAG1-O-MIXY-USERS", + "company": "YC30812", + "name": "Mixy", + "kind": "历史三个月用户量", + "value": 1500000, + "bound": "=", + "unit": "位用户", + "timing": "2025-11-04发布，三个月的起止日期未给", + "scope": "应用累计采用自述，非付费订阅数", + "selection": "adoption", + "reason": "用户/预订/混音数不是付费数，不乘价格反推MRR", + "evidence": "OTHERTAG1-MIXY-LAUNCH", + "comparisonGroup": null + }, + { + "id": "OTHERTAG1-O-ALKALI-PROJECTS", + "company": "YC30498", + "name": "Alkali", + "kind": "官网称估算钢工程数", + "value": 2500, + "bound": ">=", + "unit": "个工程项目", + "timing": "2026-10-31官网读取，累计统计截至日未给", + "scope": "钢项目采用自述，非付费账户数", + "selection": "adoption", + "reason": "工程金额、吨位或项目数不等软件营收，重复/付费范围待核", + "evidence": "OTHERTAG1-ALKALI-HOME", + "comparisonGroup": null + }, + { + "id": "OTHERTAG1-O-REVNU-DEMO-MRR", + "company": "YC31527", + "name": "Revnu", + "kind": "赢回客户MRR演示", + "value": 4280, + "bound": "=", + "unit": "原文$，币种待核", + "timing": "2026-10-31官网读取，示例期间与主体未给", + "scope": "增长助手为客户赢回的示例金额，非Revnu收入", + "selection": "excluded", + "reason": "示例客户MRR非平台财务，未确证真实案例，不按收入指标分组", + "evidence": "OTHERTAG1-REVNU-HOME", + "comparisonGroup": null + }, + { + "id": "OTHERTAG1-O-OPENVECTOR-SCHOLARSHIP", + "company": "YC31301", + "name": "OpenVector", + "kind": "创始人放弃的奖学金价值", + "value": 170000, + "bound": "=", + "unit": "原文$，币种待核", + "timing": "2026-07-31发布，奖学金年度未给", + "scope": "创始人个人经历，非OpenVector融资或营收", + "selection": "excluded", + "reason": "个人学术奖学金金额与公司收入无关，不进入财务比较", + "evidence": "OTHERTAG1-CAT-YC31301", + "comparisonGroup": null } ], "evidence": [ @@ -54953,6 +55128,446 @@ "kind": "YC官方页面中的公司自述复核", "summary": "发布称从批次开始带来原文$2.7M以上GMV。", "limitation": "GMV为客户市场交易量，佣金、退款、确认收入和币种未核，不当Palisade收入或ARR，不反推抽成。" + }, + { + "id": "OTHERTAG1-CAT-YC30423", + "companyId": "YC30423", + "title": "neoncoral当前主营与历史数字归属", + "url": "https://www.ycombinator.com/companies/neoncoral", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "目前未见可读业务说明，产品和交付待核。 YC现主营为空，官网仅stealth联系及天使来自哪些公司，移待分类。Figma等标识不是自身客户、AI能力或创意产品证据，不因资料缺项推停业/零收入。", + "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。" + }, + { + "id": "OTHERTAG1-CAT-YC30433", + "companyId": "YC30433", + "title": "The Robot Learning Company当前主营与历史数字归属", + "url": "https://www.ycombinator.com/companies/the-robot-learning-company", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "提供机器人开发套件及面向重复固定工序的机器人平台。 保留实体机器人。2025发布低于一万双臂为报价目标/自述，非收入或全成本；当前公开DK1与旧通用工人愿景分期，遥操作/录制示例不等自主生产已达标。", + "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。" + }, + { + "id": "OTHERTAG1-CAT-YC30441", + "companyId": "YC30441", + "title": "stratify当前主营与历史数字归属", + "url": "https://www.ycombinator.com/companies/stratify", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "招募调研参与者、动态访谈并整理用户研究洞察。 从创意移客户研究。上传图片/视频是受测材料非主打生成媒体；数百万参与者网络不是付费客户，客户节省和传统焦点小组报价不归公司收入。", + "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。" + }, + { + "id": "OTHERTAG1-CAT-YC30498", + "companyId": "YC30498", + "title": "Alkali当前主营与历史数字归属", + "url": "https://www.ycombinator.com/companies/alkali", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为钢结构企业估算工程量、搜索图纸并生成材料与细化信息。 从创意移行业应用。当前钢估算与旧化工ProcessMate设计/采购分期，2500以上项目和钢占比非平台收入；历史创始人八位数工程项目不是Alkali营收。", + "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。" + }, + { + "id": "OTHERTAG1-CAT-YC30524", + "companyId": "YC30524", + "title": "Lapel当前主营与历史数字归属", + "url": "https://www.ycombinator.com/companies/lapel", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "整合客户账户上下文并协调从接待到扩张续约的服务动作。 保留客户运营，infrastructure是客户旅程定位而非通用Agent网关证明。官网early access及选择合作企业不等公开成熟/全部付费，具体AI作用仍缺细节，旧雇主规模非现收入。", + "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。" + }, + { + "id": "OTHERTAG1-CAT-YC30792", + "companyId": "YC30792", + "title": "Bizzy AI当前主营与历史数字归属", + "url": "https://www.ycombinator.com/companies/geo-ai", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为银行及金融科技平台客户协商服务账单并返回确认结果。 按现官网Otto账单协商移行业应用；目录旧销售接线/预约分期。官网无节省无费，原89到69/月是客户账单情境非Bizzy收入，分成比例及确认收入未知。", + "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。" + }, + { + "id": "OTHERTAG1-CAT-YC30812", + "companyId": "YC30812", + "title": "Mixy当前主营与历史数字归属", + "url": "https://www.ycombinator.com/companies/mixy", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "让个人导入歌曲并混合人声和节拍制作mashup。 保留内容创意。2025-11-04发布自述20k MRR及200k捐赠分别记历史；2024年底原型起步与YC2025成立分开，法律成立年未独立核。用户/创作数和前公司融资非自身经常性收入，未来按秒支付艺人尚非已核结算。", + "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。" + }, + { + "id": "OTHERTAG1-CAT-YC30816", + "companyId": "YC30816", + "title": "Digipals当前主营与历史数字归属", + "url": "https://www.ycombinator.com/companies/digipals", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "在个人群聊中协助朋友协调线下活动、记忆与账单。 从创意移个人应用，聊天内写代码/widget是使用方式非主要开发工具。旧发布候补/未来开放widget与现愿景分期，deadshot两百万月活属创始人旧游戏，不归Digipals。", + "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。" + }, + { + "id": "OTHERTAG1-CAT-YC30870", + "companyId": "YC30870", + "title": "Koyal当前主营与历史数字归属", + "url": "https://www.ycombinator.com/companies/koyal", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "从剧本或音频生成可编辑的个性化影视场景。 保留内容创意。自述付费试点但无金额，不推当前ARR；150万播放、22家YC合作与代理十万报价非自身营收。CHARCHA作者论文和当前整个平台能力/版权协议分别核，不因论文就认定独立验证。", + "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。" + }, + { + "id": "OTHERTAG1-CAT-YC30907", + "companyId": "YC30907", + "title": "Logical当前主营与历史数字归属", + "url": "https://www.ycombinator.com/companies/logical", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "通过桌面上下文主动建议写信、文档、会议及待办动作。 保留个人助手。YC称不传Logical服务器，不等任何配置不出本机/第三方模型；官网无可读正文，隐私、性能、真实付费和兼容范围未核，旧trylogical域名保留发布来源。", + "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。" + }, + { + "id": "OTHERTAG1-CAT-YC30957", + "companyId": "YC30957", + "title": "Clad Labs当前主营与历史数字归属", + "url": "https://www.ycombinator.com/companies/clad-labs", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "汇总客户会话并调查问题，输出支持回复及工程交接。 保留客户运营。当前Clad支持调查与2025旧Chad IDE分期；官网所有回复需批准，旧每小时省15分钟明确为调查/观察非研究，不能外推当前客服效果或纯无人服务毛利。", + "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。" + }, + { + "id": "OTHERTAG1-CAT-YC31301", + "companyId": "YC31301", + "title": "OpenVector当前主营与历史数字归属", + "url": "https://www.ycombinator.com/companies/openvector", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "通过现有摄像头理解现场事件并更新企业业务系统。 从实体机器人移行业软件。官网接前沿VLM与可审阅工作流，不证明卖自有机器人或基础权重；50ms/最快等自述未独立测，机器人摄像片段不是自主机械执行证明，170k奖学金属创始人经历。", + "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。" + }, + { + "id": "OTHERTAG1-CAT-YC31419", + "companyId": "YC31419", + "title": "StableBrowse当前主营与历史数字归属", + "url": "https://www.ycombinator.com/companies/stablebrowse", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "为物理AI采集并后处理多模态任务训练数据。 按现官网从机器人移模型数据。旧浏览器图/70至80%token节省、3至4倍和98%成功不套用新数据业务。当前人工标注复核是成本，创始人MDD前研究不当公司数据销量或独立能力。", + "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。" + }, + { + "id": "OTHERTAG1-CAT-YC31452", + "companyId": "YC31452", + "title": "Degla Inc当前主营与历史数字归属", + "url": "https://www.ycombinator.com/companies/degla-inc", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "以自然语言协调无人机队任务与现场状态。 保留实体系统，未确认自造机体或全自主成熟。官网early access、示例机队/救援状态不是真实事件或测试，许可/客户/收入未核，不执行或详化任务。", + "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。" + }, + { + "id": "OTHERTAG1-CAT-YC31526", + "companyId": "YC31526", + "title": "Uno Wallet当前主营与历史数字归属", + "url": "https://www.ycombinator.com/companies/uno-wallet", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "自述以AI钱包为个人选择支付方式和信用卡奖励。 保留消费者应用，官网标题称奖励选卡但无可读正文。替代Apple Pay是定位非已证明支付覆盖或牌照，用户消费/支付额与公司收入分开，AI实用方式、收费及主体待核。", + "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。" + }, + { + "id": "OTHERTAG1-CAT-YC31527", + "companyId": "YC31527", + "title": "Revnu当前主营与历史数字归属", + "url": "https://www.ycombinator.com/companies/revnu", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "跨外联、广告与搜索内容渠道执行客户增长工作。 保留客户运营。现官网有前置增长工程师，并非一律无人纯SaaS；官网4280 MRR是替客户赢回示例、三百万是融资、年薪二十万是替代成本，均非Revnu自身ARR。", + "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。" + }, + { + "id": "OTHERTAG1-CAT-YC32088", + "companyId": "YC32088", + "title": "Roma当前主营与历史数字归属", + "url": "https://www.ycombinator.com/companies/roma", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "以待办清单组织任务并让助手在后台开始处理。 保留消费者个人应用。底层harness非独立Agent运行设施主营，团队协作/多代理是使用场景；官网示例客户会费/退款不归Roma，前Loom/Senic收购不是当前收入，真实完成率及权限未测。", + "limitation": "目录与公司自述可变；客户金额、旧业务、节省、融资、标价、采用及示例不得当自身ARR，标签不确证技术能力。" + }, + { + "id": "OTHERTAG1-NEON-HOME", + "companyId": "YC30423", + "title": "neoncoral业务资料不足", + "url": "https://neoncoral.inc/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网仅stealth联系及天使背景公司标识，没有产品或交付说明；YC主营为空。", + "limitation": "不把投资人前雇主logo当客户或创意技术，不因隐身推无业务/收入，暂C00。" + }, + { + "id": "OTHERTAG1-TRLC-HOME", + "companyId": "YC30433", + "title": "TRLC官网链接开发套件", + "url": "https://www.robot-learning.co/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "当前官网仅公司名及官方trlc-dk1仓库链接。", + "limitation": "官网短页不证明旧通用机器工人已量产，开发套件与成套工厂部署商业范围待拆。" + }, + { + "id": "OTHERTAG1-STRAT-HOME", + "companyId": "YC30441", + "title": "stratify现客户研究工作流", + "url": "https://www.trystratify.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网覆盖研究设计、招募、访谈、分析及报告，图片/网站等是被测试素材。", + "limitation": "不是主要售卖媒体生成，未试用访谈或测真实性/代表性，参与者激励与招募成本、实际付费待核。" + }, + { + "id": "OTHERTAG1-ALKALI-HOME", + "companyId": "YC30498", + "title": "Alkali现钢估算交付及项目规模", + "url": "https://www.alkali.engineering/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网从图纸提取数量/形状/长度，生成材料、3D模型及估算协作；称2500以上钢工程、48州及美国钢量10%以上。", + "limitation": "这些为项目/行业覆盖自述，未核分母、重复或全部付费；零吨静态值/示例重量不是实单，旧化工业务另记，未上传图纸或验证精度。" + }, + { + "id": "OTHERTAG1-LAPEL-HOME", + "companyId": "YC30524", + "title": "Lapel客户旅程与早期访问", + "url": "https://lapel.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网聚合账户数据并驱动接待至扩张续约的协调，称与选定创业/大企业合作，邀请early access。", + "limitation": "未列价格/收入，AI实现细节和对外开放范围未核，不将公司团队履历或融资自述当收入。" + }, + { + "id": "OTHERTAG1-BIZZY-HOME", + "companyId": "YC30792", + "title": "Bizzy现账单协商与按节省分成", + "url": "https://www.usebizzy.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网Otto为银行/fintech客户拨打供应商电话协商账单，以确认节省分成，无节省无费；89至69/月是账单情境。", + "limitation": "与目录旧接线/销售线索业务分期。客户账单、退款/债务金额非平台费，分成比例/合同/回款未知，未执行电话或金融操作。" + }, + { + "id": "OTHERTAG1-MIXY-HOME", + "companyId": "YC30812", + "title": "Mixy官网和分发入口", + "url": "https://usemixy.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网现仅mashup定位及App Store/条款链接。", + "limitation": "没有当前收入披露，不能用访问日更新旧MRR时点，未下载或使用应用。" + }, + { + "id": "OTHERTAG1-DIGI-ACCESS", + "companyId": "YC30816", + "title": "Digipals官网正文缺项", + "url": "https://www.digipals.app/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "网页工具未得可读正文，消费者社交定位据YC当前介绍及2025发布。", + "limitation": "发布候补与未来widget愿景分开，未核当前可用、订阅和隐私，旧游戏用户不归本产品。" + }, + { + "id": "OTHERTAG1-KOYAL-ACCESS", + "companyId": "YC30870", + "title": "Koyal官网正文缺项", + "url": "https://koyal.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "网页工具没有可读正文，现影视平台与付费试点自述据YC资料。", + "limitation": "付费试点未给金额/期间，主张SOTA或专利不因简介确证，未上传人像/音频或验证当前模型。" + }, + { + "id": "OTHERTAG1-LOGICAL-ACCESS", + "companyId": "YC30907", + "title": "Logical官网正文缺项", + "url": "https://logical.io/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "网页工具无可读正文，桌面主动助手及隐私宣称仅据YC当前介绍和旧发布。", + "limitation": "不传Logical服务器不等全部不出机，实际第三方推理、权限、定价及财务主体未核。" + }, + { + "id": "OTHERTAG1-CLAD-HOME", + "companyId": "YC30957", + "title": "Clad现客服调查与人工批准", + "url": "https://www.useclad.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网汇聚客户线程、查后端/历史、生成有证据的回复与工程工单；所有对客回复需批准。", + "limitation": "现客服与旧Chad IDE分期，非独立证明所有问题自动解决；客户引述非审计，人工审核成本不可忽略，未接入工具/发消息。" + }, + { + "id": "OTHERTAG1-OPENVECTOR-HOME", + "companyId": "YC31301", + "title": "OpenVector视频理解与业务后续动作", + "url": "https://openvector.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网以摄像流连接VLM，按描述构建可审阅编辑的业务工作流，现场事件触发软件更新。", + "limitation": "不是已证明售卖自有机器人/模型权重。50ms自述未核端到端网络/准确性，预录片段非现场执行，未调用或监控真实摄像头。" + }, + { + "id": "OTHERTAG1-STABLE-HOME", + "companyId": "YC31419", + "title": "StableBrowse现物理AI数据与人工复核", + "url": "https://stablebrowse.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网现从真实任务采集多模态数据，后处理深度/手姿/轨迹/标签并由训练标注者复核，提供定制数据计划。", + "limitation": "非自有机器人销量，旧浏览器指标不套新业务；MDD为创始人此前研究，未读取其完整研究、当前数据样本或独立验证，校准/数据权利/合同待核。" + }, + { + "id": "OTHERTAG1-DEGLA-HOME", + "companyId": "YC31452", + "title": "Degla早期无人机协调定位", + "url": "https://degla.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网面向搜救、应急及基础设施现场协调并邀early access。", + "limitation": "示例任务及live字样不当真实救援/部署证明，未执行、编程或提供具体操作方案；机体来源、实际付费、资质与成熟度未核。" + }, + { + "id": "OTHERTAG1-UNO-ACCESS", + "companyId": "YC31526", + "title": "Uno钱包官网正文缺项", + "url": "https://myunowallet.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "网页工具仅有智能奖励选卡钱包标题，无可读正文。", + "limitation": "YC称AI mobile wallet，AI实现及支付权限、收费、可用性未核，不以标题确证替代Apple Pay。" + }, + { + "id": "OTHERTAG1-REVNU-HOME", + "companyId": "YC31527", + "title": "Revnu增长工程与示例MRR", + "url": "https://revnu.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网组合外联、广告、搜索内容与前置增长工程师，展示客户赢回4280 MRR情境，融资三百万另列。", + "limitation": "示例客户金额、广告预算、旧创业收入及融资均不是当前Revnu ARR。定价页网页工具不可读，不推免费/固定收费，未授权广告或发送外联。" + }, + { + "id": "OTHERTAG1-ROMA-HOME", + "companyId": "YC32088", + "title": "Roma任务清单与代理协作边界", + "url": "https://roma.app/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官网面向Mac/iOS任务捕捉、后台开始工作及用户回来审阅，兼容其他代理的清单/连接入口。", + "limitation": "示例studio会员、退款及待合PR是产品演示非Roma营收或实测完成证明，未下载、建立账户或执行任务，前公司收购分开。" + }, + { + "id": "OTHERTAG1-TRLC-REPO", + "companyId": "YC30433", + "title": "TRLC DK1公开README和目录", + "url": "https://github.com/robot-learning-co/trlc-dk1", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "官方仓库README、hardware、控制、URDF目录可读，区分leader/follower遥操作与双臂录制，并列不同CAD版本入口。", + "limitation": "只读材料，未下载CAD/构建/连接或控制机器人，未核全部代码、成本/量产、强度或自主性能，不将示例操作当测试完成。" + }, + { + "id": "OTHERTAG1-TRLC-LICENSE", + "companyId": "YC30433", + "title": "TRLC根许可及第三方署名", + "url": "https://raw.githubusercontent.com/robot-learning-co/trlc-dk1/main/LICENSE", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "根文件为Apache2并保留DM_Control_Python/GELLO MIT及LeRobot Apache2署名。", + "limitation": "仅根许可索引和README读取，未逐硬件、子模块或依赖审计，不推全部CAD统一许可，2023/2024第三方版权不等公司成立时间。" + }, + { + "id": "OTHERTAG1-KOYAL-PAPER", + "companyId": "YC30870", + "title": "CHARCHA论文摘要与当前产品边界", + "url": "https://arxiv.org/abs/2502.02610", + "publishedAt": "2025-02-03", + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "arXiv摘要页列2025-02-03提交、NeurIPS2024 Creative AI Track，结合多模态生成、个体LoRA及身份授权流程，作者含Koyal创始人。", + "limitation": "本轮仅摘要页，未读全文/代码/权重、复现或验证专利；原文patent pending不等已获专利，不将2024研究当公司2024成立或独立商业能力评测。" + }, + { + "id": "OTHERTAG1-MIXY-APP", + "companyId": "YC30812", + "title": "Mixy当前商店收费与主体名", + "url": "https://apps.apple.com/us/app/mixy-make-mashups/id6739403586", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "Apple列表为免费加内购、卖家Mixy, Inc.，多项Pro内购金额并存，版本历史含2025记录。", + "limitation": "内购条目金额不必是同一周期，不能把评论的旧周费当当前标准月费；隐私为开发者填写未Apple验证，未将用户评论当已确证服务状态或自己的能力测试。" + }, + { + "id": "OTHERTAG1-MIXY-TERMS", + "companyId": "YC30812", + "title": "Mixy条款主体与版本日期", + "url": "https://usemixy.com/tos", + "publishedAt": "2025-06-17", + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "现条款标2025-06-17生效、签约方Mixy LLC；商店卖家Mixy, Inc.名称不同。", + "limitation": "两主体沿革/统一经营范围及注册时间未查明，条款生效不是成立证明；2024原型与2025公司自述分开，未凭条款认定全部音乐授权或当前财务。" + }, + { + "id": "OTHERTAG1-MIXY-LAUNCH", + "companyId": "YC30812", + "title": "Mixy历史MRR、捐赠及起源时间", + "url": "https://www.ycombinator.com/launches/Oko-mixy-make-mashups", + "publishedAt": "2025-11-04", + "accessedAt": "2026-10-31", + "kind": "公司公开资料复核", + "summary": "2025-11-04公司发布自述订阅上月推出，20k MRR、累计200k捐赠、三个月150万用户，2024年底开始原型，2025-06-19上线。", + "limitation": "金额原文$、币种未核；财务月内截止/净额、退款、平台抽成和主体范围未给。捐赠非MRR，旧融资/累计采用不归当前收入，不乘12当已核ARR。" } ], "reviews": [ @@ -58066,6 +58681,111 @@ "SALES-LAUNCH-NATIVE" ], "handling": "不能把2026 YC或Norn发布日期当新公司成立。2M ARR仅待交叉核对的自述，财务截至日、新旧业务与主体边界未核；官网7人与旧YC6人分开，未擅改历史团队，不推虚报。" + }, + { + "id": "OTHERTAG1-R-CLASS", + "type": "其余目录标签首批17项主营复核", + "company": "其余标签首批17项", + "scope": "companies", + "companyIds": [ + "YC30423", + "YC30441", + "YC30498", + "YC30524", + "YC30792", + "YC30816", + "YC30907", + "YC30957", + "YC31301", + "YC31419", + "YC31452", + "YC31526", + "YC31527", + "YC32088" + ], + "summary": "34项原C10/C08/C09/C06标签池中本批17项已读，10保留、7移类，仍余17。", + "evidenceIds": [ + "OTHERTAG1-CAT-YC30423", + "OTHERTAG1-CAT-YC30441", + "OTHERTAG1-CAT-YC30498", + "OTHERTAG1-CAT-YC30524", + "OTHERTAG1-CAT-YC30792", + "OTHERTAG1-CAT-YC30816", + "OTHERTAG1-CAT-YC30907", + "OTHERTAG1-CAT-YC30957", + "OTHERTAG1-CAT-YC31301", + "OTHERTAG1-CAT-YC31419", + "OTHERTAG1-CAT-YC31452", + "OTHERTAG1-CAT-YC31526", + "OTHERTAG1-CAT-YC31527", + "OTHERTAG1-CAT-YC32088", + "OTHERTAG1-NEON-HOME", + "OTHERTAG1-STRAT-HOME", + "OTHERTAG1-ALKALI-HOME", + "OTHERTAG1-LAPEL-HOME", + "OTHERTAG1-BIZZY-HOME", + "OTHERTAG1-DIGI-ACCESS", + "OTHERTAG1-LOGICAL-ACCESS", + "OTHERTAG1-CLAD-HOME", + "OTHERTAG1-OPENVECTOR-HOME", + "OTHERTAG1-STABLE-HOME", + "OTHERTAG1-DEGLA-HOME", + "OTHERTAG1-UNO-ACCESS", + "OTHERTAG1-REVNU-HOME", + "OTHERTAG1-ROMA-HOME" + ], + "handling": "Alkali现钢估算、stratify客户研究、Digipals个人社交、OpenVector现场软件、StableBrowse现物理数据、Bizzy账单协商与旧业务分期。neoncoral无主营暂C00；Lapel/Uno/Logical等AI具体交付和收费留缺。客户金额、示例/融资/旧经历不当营收。" + }, + { + "id": "OTHERTAG1-R-MIXY", + "type": "历史MRR与捐赠、产品起源及合同主体边界", + "company": "Mixy", + "scope": "companies", + "companyIds": [ + "YC30812" + ], + "summary": "20k MRR及200k捐赠来自2025-11-04发布，分开保留，不进入当前支付平台MRR分布。", + "evidenceIds": [ + "OTHERTAG1-CAT-YC30812", + "OTHERTAG1-MIXY-HOME", + "OTHERTAG1-MIXY-APP", + "OTHERTAG1-MIXY-TERMS", + "OTHERTAG1-MIXY-LAUNCH" + ], + "handling": "原型2024年底、上线2025-06-19、YC成立2025及条款/商店LLC与Inc分别记；未查独立注册或财务。商店不同内购周期未明，不以用户/价格推ARR；未验证本地模型、版权及当前服务状态。" + }, + { + "id": "OTHERTAG1-R-TRLC", + "type": "实体开发套件公开材料与自主生产边界", + "company": "The Robot Learning Company", + "scope": "companies", + "companyIds": [ + "YC30433" + ], + "summary": "官方DK1 README/目录、根Apache2及MIT第三方署名可读，遥操作/录制与自主工作分开。", + "evidenceIds": [ + "OTHERTAG1-CAT-YC30433", + "OTHERTAG1-TRLC-HOME", + "OTHERTAG1-TRLC-REPO", + "OTHERTAG1-TRLC-LICENSE" + ], + "handling": "未下载CAD/执行/控制硬件或逐子模块核许可。旧低于一万硬件自述不是交付全成本或营收，前2024科研演示不当公司成立证明。" + }, + { + "id": "OTHERTAG1-R-KOYAL", + "type": "作者研究摘要、付费试点及整个平台能力边界", + "company": "Koyal", + "scope": "companies", + "companyIds": [ + "YC30870" + ], + "summary": "仅核CHARCHA摘要页提交日/track及方法描述，非独立技术测试。", + "evidenceIds": [ + "OTHERTAG1-CAT-YC30870", + "OTHERTAG1-KOYAL-ACCESS", + "OTHERTAG1-KOYAL-PAPER" + ], + "handling": "2024研究track和2025 arXiv提交不等公司成立年；patent pending不是已核获专利，付费试点金额/周期未给。播放和合作数量非收入，版权/授权/制作服务成本待核。" } ], "coverage": { diff --git a/content/research/ai-companies.sources.json b/content/research/ai-companies.sources.json index 7937053..a8235ee 100644 --- a/content/research/ai-companies.sources.json +++ b/content/research/ai-companies.sources.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-1", + "version": "2026-10-31-other-tags-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。", @@ -15,7 +15,7 @@ ], "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。", - "nextCheck": "原新增目录中31条深化为个案并保留来源；当前基础项393条主营分类人工复核。本轮23项C06规则初分已读，22项保留、Bluma转创意制作，8项官网资料与Native政府接口缺项分开。软件/人工托管/制作代理及广告预算拆分；Native官网旧经营与YC2026成立冲突，当前year=null，原发现审计保留；2M ARR仅交叉核对。继续核C05/C07及其他非人工资料、主体、技术和财务，不把主营复核当完整来源覆盖。", + "nextCheck": "本快照原目录34条深化个案、基础项407条主营人工复核。原C10/C08/C09/C06标签池34项中首17项已读，10保留、7移类，仍余17；neoncoral无主营暂C00，Alkali钢估算、stratify客户研究、Digipals个人社交、OpenVector现场软件、StableBrowse现物理数据及Bizzy现按节省分成的账单协商分别记录。Mixy旧20k MRR与200k捐赠、2024原型/2025成立自述、条款LLC/商店Inc分开，当前收入与主体待核；历史MRR不进入平台同期图。TRLC只读套件目录/README与根许可，Koyal只读作者论文摘要非独立评测。其他标签池成果在独立PR #33企业141、#34行业252、#35模型26、#36开发51项，本分支未包含，整合保留各方追加和版本计数。全部公开来源、其他基础项、主体财务与技术缺项继续核，不把主营复核当完整商业审计。", "limitation": "批次不等于成立年；不代表全部公司" }, { diff --git a/content/research/ai-income-analysis.json b/content/research/ai-income-analysis.json index fa5ce66..b2cf32c 100644 --- a/content/research/ai-income-analysis.json +++ b/content/research/ai-income-analysis.json @@ -1,5 +1,5 @@ { - "sourceVersion": "2026-10-31-sales-models-1", + "sourceVersion": "2026-10-31-other-tags-1", "asOf": "2026-10-31", "metric": "platform-mrr-usd", "sampleUnit": "product-or-business",