diff --git a/apps/docs/scripts/auth-cli.ts b/apps/docs/scripts/auth-cli.ts index 3d14617..2fda563 100644 --- a/apps/docs/scripts/auth-cli.ts +++ b/apps/docs/scripts/auth-cli.ts @@ -184,7 +184,7 @@ async function main() { const research = await researchResponse.json(); assert.equal(research.companies.length, 1158); assert.equal(research.categories.length, 11); - assert.equal(research.evidence.length, 3656); + assert.equal(research.evidence.length, 3702); assert.equal(research.observations.length, 453); assert.equal((await request("/api/research/ai-companies", { method: "POST", headers })).status, 405); const researchPage = await request("/docs/other-research/ai-company-research/overview", { headers }); diff --git a/apps/docs/tests/research.test.ts b/apps/docs/tests/research.test.ts index 15dff0f..9012833 100644 --- a/apps/docs/tests/research.test.ts +++ b/apps/docs/tests/research.test.ts @@ -48,7 +48,7 @@ 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, 1158); - assert.equal(initial.evidence.length, 3656); + assert.equal(initial.evidence.length, 3702); assert.equal(initial.observations.length, 453); assert.deepEqual(initial.candidateBatches, seed.candidateBatches, "candidate gaps persist in the same database metadata"); assert.deepEqual(initial.directoryRechecks, seed.directoryRechecks, "follow-up classifications persist without rewriting the discovery audit"); @@ -89,7 +89,7 @@ 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, 198); - assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 38); + assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 40); 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"]); @@ -430,7 +430,7 @@ test("unreconciled directory financials remain source reviews instead of income assert.ok(review.evidenceIds.includes("PH-TANA-DR")); assert.equal(reviewCompanyIds(snapshot, review).length, 0); assert.ok(!snapshot.observations.some((o) => o.evidence === "PH-TANA-DR")); - assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 70); + assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 72); }); test("product pivots and founder histories do not become new company years or current revenue", () => { diff --git a/content/research/ai-companies.seed.json b/content/research/ai-companies.seed.json index 263f7b5..6eea332 100644 --- a/content/research/ai-companies.seed.json +++ b/content/research/ai-companies.seed.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-tc-space-1", + "version": "2026-10-31-tc-energy-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": [ @@ -83352,6 +83352,512 @@ "kind": "公司自述官方资料复核", "summary": "官网列5名团队成员，含CEO、声音设计/音频负责人和ML工程师。", "limitation": "网页团队名册非工资单或实有雇员审计；与登记无员工不硬合并，team保持未知。" + }, + { + "id": "TCENERGY25-INDEX", + "companyId": null, + "title": "2025清洁能源22项候选入口", + "url": "https://techcrunch.com/2025/12/27/the-22-top-clean-tech-and-energy-startups-from-disrupt-startup-battlefield/", + "publishedAt": "2025-12-27", + "accessedAt": "2026-10-31", + "kind": "媒体候选发现", + "summary": "本篇22个候选逐项登记并尝试官网与原始年份资料。", + "limitation": "只完成该篇台账，不等全部参赛者、两年档案或独立财务技术核验，访问限制与未知保留。" + }, + { + "id": "TCENERGY25-ARABAT-HOME", + "companyId": null, + "title": "AraBat 当前交付与访问范围", + "url": "https://arabat.it/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "生物质辅助回收废电池/电子废料中的关键金属，提供来料加工收费、回收材料销售及工艺授权。", + "limitation": "不能用新美国实体重置旧集团成立；加工净费/材料贸易/许可与软件ARR分开，AI主营未证，降本和回收效果未独立核验。" + }, + { + "id": "TCENERGY25-ARABAT-YEAR", + "companyId": null, + "title": "AraBat 成立或旧业务线索", + "url": "https://arabat.it/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "官网称2020团队起步、2022-02-22在Foggia成立AraBat S.r.l.，2026-07设美国AraBat Corporation作扩展。", + "limitation": "不能用新美国实体重置旧集团成立；加工净费/材料贸易/许可与软件ARR分开，AI主营未证，降本和回收效果未独立核验。" + }, + { + "id": "TCENERGY25-ARUNA-HOME", + "companyId": null, + "title": "Aruna Revolution 当前交付与访问范围", + "url": "https://www.arunarevolution.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "可堆肥经期用品实体制造与销售。", + "limitation": "原料/消费品销售不等软件订阅，AI主营未证；皮肤测试/认证与效果为厂商资料，未独立核验。" + }, + { + "id": "TCENERGY25-ARUNA-YEAR", + "companyId": null, + "title": "Aruna Revolution 成立或旧业务线索", + "url": "https://www.linkedin.com/company/arunarevolution", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "同域公司公开主页自报Founded2021，Dartmouth，2—10规模。", + "limitation": "原料/消费品销售不等软件订阅，AI主营未证；皮肤测试/认证与效果为厂商资料，未独立核验。" + }, + { + "id": "TCENERGY25-CARBONBRIDGE-HOME", + "companyId": null, + "title": "CarbonBridge 当前交付与访问范围", + "url": "https://www.carbonbridge.io/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "面向生物制造的直接气体生物反应器平台及早期接入。", + "limitation": "设备/工程交付与生产分子价值不是SaaS ARR，倍数生产率是厂商主张；未证AI主营和具体合同。" + }, + { + "id": "TCENERGY25-CARBONBRIDGE-YEAR", + "companyId": null, + "title": "CarbonBridge 成立或旧业务线索", + "url": "https://www.linkedin.com/company/carbonbridge", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "同域公司公开主页自报Founded2021，纽约，2—10规模。", + "limitation": "设备/工程交付与生产分子价值不是SaaS ARR，倍数生产率是厂商主张；未证AI主营和具体合同。" + }, + { + "id": "TCENERGY25-CNS-HOME", + "companyId": null, + "title": "Carbon Negative Solutions 当前交付与访问范围", + "url": "https://www.carbonegativesolutions.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "自述AI优化工业废物/矿物转为水泥补充材料，配合标准设备生产。", + "limitation": "客户废物变现/收入增加不归公司ARR；材料、工艺许可和工程合同需拆，AI效果/产能/碳减排未独立测试。" + }, + { + "id": "TCENERGY25-CNS-YEAR", + "companyId": null, + "title": "Carbon Negative Solutions 成立或旧业务线索", + "url": "https://www.linkedin.com/company/carbon-negative-solutions-inc", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "同域公司主页自报Founded2023，Somerville，2—10规模。", + "limitation": "客户废物变现/收入增加不归公司ARR；材料、工艺许可和工程合同需拆，AI效果/产能/碳减排未独立测试。" + }, + { + "id": "TCENERGY25-COI-HOME", + "companyId": null, + "title": "COI Energy 当前交付与访问范围", + "url": "https://www.coienergy.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "企业楼宇闲置能源容量识别、调度与变现，虚拟电池网络/需求响应平台。", + "limitation": "能源容量交易本金、客户收益、平台净费和软件服务需拆；AI作用和实际合同仍待核，电量/装机不年化收入。" + }, + { + "id": "TCENERGY25-COI-YEAR", + "companyId": null, + "title": "COI Energy 成立或旧业务线索", + "url": "https://www.linkedin.com/company/coi-energy", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "同域公司主页自报Founded2016，Brooklyn，11—50规模。", + "limitation": "能源容量交易本金、客户收益、平台净费和软件服务需拆；AI作用和实际合同仍待核，电量/装机不年化收入。" + }, + { + "id": "TCENERGY25-CORAL-HOME", + "companyId": null, + "title": "Coral（coral.li） 当前交付与访问范围", + "url": "https://www.coral.li/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "企业排放管理、ESG报告与碳抵消工作流，含AI辅助与人工验证。", + "limitation": "碳信用面值/退休额度与软件净费、咨询及集成费需拆；控制认证和温室气体核算验证不等收入审计，未读取NDA报告。" + }, + { + "id": "TCENERGY25-CORAL-YEAR", + "companyId": null, + "title": "Coral（coral.li） 成立或旧业务线索", + "url": "https://www.coral.li/about-us", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "公司About明确2022在Dubai成立。", + "limitation": "碳信用面值/退休额度与软件净费、咨询及集成费需拆；控制认证和温室气体核算验证不等收入审计，未读取NDA报告。" + }, + { + "id": "TCENERGY25-EMOBI-HOME", + "companyId": null, + "title": "Emobi 当前交付与访问范围", + "url": "https://www.emobi.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "官网403；同域公司主页描述跨网络充电接入、自动认证/充电及企业集成平台。", + "limitation": "不与日本小型EV或其他Emobi同名混同；充电桩数、网络覆盖与交易电费不是平台ARR，实际AI作用与净费合同待核。" + }, + { + "id": "TCENERGY25-EMOBI-YEAR", + "companyId": null, + "title": "Emobi 成立或旧业务线索", + "url": "https://www.linkedin.com/company/emobi-ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "同域San Francisco公司主页自报Founded2020，11—50规模。", + "limitation": "不与日本小型EV或其他Emobi同名混同；充电桩数、网络覆盖与交易电费不是平台ARR，实际AI作用与净费合同待核。" + }, + { + "id": "TCENERGY25-ENYGY-HOME", + "companyId": null, + "title": "EnyGy 当前交付与访问范围", + "url": "https://www.enygy.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "石墨烯材料、电极膜及超级电容研发制造。", + "limitation": "自填Public Company不当上市证明；材料/器件收入不等AI订阅，AI核心与寿命/密度效果未独立核验。" + }, + { + "id": "TCENERGY25-ENYGY-YEAR", + "companyId": null, + "title": "EnyGy 成立或旧业务线索", + "url": "https://au.linkedin.com/company/enygy", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "同域公司主页自报Founded2021，Melbourne，2—10规模。", + "limitation": "自填Public Company不当上市证明；材料/器件收入不等AI订阅，AI核心与寿命/密度效果未独立核验。" + }, + { + "id": "TCENERGY25-GANIGA-HOME", + "companyId": null, + "title": "Ganiga Innovation 当前交付与访问范围", + "url": "https://ganiga.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "官网无正文；公司主页介绍AI/视觉垃圾监测及优化平台，提供SaaS、HaaS与API形式。", + "limitation": "硬件设备/租赁、安装和数据软件需分账，环保KPI/客户减费不是自身收入，未独立核部署和视觉效果。" + }, + { + "id": "TCENERGY25-GANIGA-YEAR", + "companyId": null, + "title": "Ganiga Innovation 成立或旧业务线索", + "url": "https://www.linkedin.com/company/ganiga", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "同域公司主页自报Founded2021，Cascina，11—50规模，列软件/硬件租赁与API交付。", + "limitation": "硬件设备/租赁、安装和数据软件需分账，环保KPI/客户减费不是自身收入，未独立核部署和视觉效果。" + }, + { + "id": "TCENERGY25-GEMINI-HOME", + "companyId": null, + "title": "Gemini Energy 当前交付与访问范围", + "url": "https://gemini.energy/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "现官网为天然气输入的燃料电池现场电力模块，面向数据中心供电。", + "limitation": "不把创始人13年旧履历或其他同名能源企业2016归本公司；发电给AI客户不自动证明AI主营，装机容量、融资和能源合同不等软件ARR，保留成立/AI缺项。" + }, + { + "id": "TCENERGY25-GEMINI-YEAR", + "companyId": null, + "title": "Gemini Energy 成立或旧业务线索", + "url": "https://www.linkedin.com/posts/nasser-ghorbani-phd_geminienergy-slb-equinor-activity-7303449247692075009-vMHA", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "联合创始人原始公开帖宣布共同创办同域Gemini并讨论电化学氢技术，但本轮正文仅相对时间，未取得明确成立日。", + "limitation": "不把创始人13年旧履历或其他同名能源企业2016归本公司；发电给AI客户不自动证明AI主营，装机容量、融资和能源合同不等软件ARR，保留成立/AI缺项。" + }, + { + "id": "TCENERGY25-HELIX-HOME", + "companyId": null, + "title": "Helix Earth 当前交付与访问范围", + "url": "https://helixearth.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "商业楼宇暖通除湿/通风节能改造设备，兼容既有屋顶空调。", + "limitation": "硬件改造、安装和持续维护需拆；NASA技术来源、节能和税抵后零首付不是AI主营/软件收入或本轮独立产品验证。" + }, + { + "id": "TCENERGY25-HELIX-YEAR", + "companyId": null, + "title": "Helix Earth 成立或旧业务线索", + "url": "https://www.linkedin.com/company/helixearth", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "同域公司主页自报Founded2022，Houston，11—50规模。", + "limitation": "硬件改造、安装和持续维护需拆；NASA技术来源、节能和税抵后零首付不是AI主营/软件收入或本轮独立产品验证。" + }, + { + "id": "TCENERGY25-HKG-HOME", + "companyId": null, + "title": "HKG Energy 当前交付与访问范围", + "url": "https://hkgenergy.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "硅负极材料平台，面向电池生产线，提供材料样品与技术接入。", + "limitation": "团队旧项目电芯交付数量不归当前公司销量；材料产能、能量密度和成本主张未独立验证，未证AI主营。" + }, + { + "id": "TCENERGY25-HKG-YEAR", + "companyId": null, + "title": "HKG Energy 成立或旧业务线索", + "url": "https://www.linkedin.com/company/hkgenergy/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "同域公司主页自报Founded2024，Somerville，11—50规模。", + "limitation": "团队旧项目电芯交付数量不归当前公司销量；材料产能、能量密度和成本主张未独立验证，未证AI主营。" + }, + { + "id": "TCENERGY25-HOMEBOOST-HOME", + "companyId": null, + "title": "HomeBoost 当前交付与访问范围", + "url": "https://www.homeboost.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "家庭热成像评估套件，兼有公用事业借用项目及能源审计人员软件。", + "limitation": "套件/专家评估、企业项目与专业软件分别记，用户节省/行动率不等公司收入；不只按消费App订阅看单位经济。" + }, + { + "id": "TCENERGY25-HOMEBOOST-YEAR", + "companyId": null, + "title": "HomeBoost 成立或旧业务线索", + "url": "https://www.homeboost.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "官网页脚明确HomeBoost Inc. founded2023。", + "limitation": "套件/专家评估、企业项目与专业软件分别记，用户节省/行动率不等公司收入；不只按消费App订阅看单位经济。" + }, + { + "id": "TCENERGY25-HYWATTS-HOME", + "companyId": null, + "title": "HyWatts 当前交付与访问范围", + "url": "https://hywatts.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "模块化可再生能源、氢储能与按需发电系统，面向社区/充电站/数据中心。", + "limitation": "Power-Plant-in-a-Box设备/项目与能源收费需拆；服务AI数据中心不是AI主营证据，装机/低价预测非收入。" + }, + { + "id": "TCENERGY25-HYWATTS-YEAR", + "companyId": null, + "title": "HyWatts 成立或旧业务线索", + "url": "https://www.linkedin.com/company/hywatts", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "同域公司主页自报Founded2023，Berkeley，11—50规模。", + "limitation": "Power-Plant-in-a-Box设备/项目与能源收费需拆；服务AI数据中心不是AI主营证据，装机/低价预测非收入。" + }, + { + "id": "TCENERGY25-KAIO-HOME", + "companyId": null, + "title": "Kaio Labs 当前交付与访问范围", + "url": "https://kaiolabs.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "官网404；SOSV投资机构原始名录描述自动实验/概率机器学习协同优化电解系统，将CO2转化为化学品。", + "limitation": "暂归旧项目范围外，法人/成立与当前交付仍缺；材料/设备/工艺许可不是纯软件ARR，实验最优结果不当独立工业性能验证。" + }, + { + "id": "TCENERGY25-KAIO-YEAR", + "companyId": null, + "title": "Kaio Labs 成立或旧业务线索", + "url": "https://sosv.com/company/kaio-labs/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "SOSV同域投资公司名录列HAX Seed2024，作为2025前既有企业项目线索；批次不替精确成立日。", + "limitation": "暂归旧项目范围外，法人/成立与当前交付仍缺；材料/设备/工艺许可不是纯软件ARR，实验最优结果不当独立工业性能验证。" + }, + { + "id": "TCENERGY25-MACRO-HOME", + "companyId": null, + "title": "MacroCycle Technologies 当前交付与访问范围", + "url": "https://macrocycle.tech/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "以专有溶剂与大环化学回收纺织废料，生产聚酯/PET树脂。", + "limitation": "回收树脂、处理与许可净费需拆，原材料市场/成本节省不是软件收入；未证AI主营或独立制造效率。" + }, + { + "id": "TCENERGY25-MACRO-YEAR", + "companyId": null, + "title": "MacroCycle Technologies 成立或旧业务线索", + "url": "https://www.linkedin.com/company/macrocycle-technologies/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "同域公司主页自报Founded2023，Cambridge，11—50规模；公司旧帖亦自述Summer2023。", + "limitation": "回收树脂、处理与许可净费需拆，原材料市场/成本节省不是软件收入；未证AI主营或独立制造效率。" + }, + { + "id": "TCENERGY25-NAMU-HOME", + "companyId": null, + "title": "Namu Robotics 当前交付与访问范围", + "url": "https://namurobotics.ai/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "自主/遥操作植树及土地恢复机器人，附现场数据与植被监测。", + "limitation": "设备、按作业结果服务与数据需拆；土地所有者碳收益、植树生存率/降本是厂商宣传，未核独立或已付费。" + }, + { + "id": "TCENERGY25-NAMU-YEAR", + "companyId": null, + "title": "Namu Robotics 成立或旧业务线索", + "url": "https://www.linkedin.com/company/namu-robotics", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "同域公司主页自报Founded2024，Orlando，2—10规模。", + "limitation": "设备、按作业结果服务与数据需拆；土地所有者碳收益、植树生存率/降本是厂商宣传，未核独立或已付费。" + }, + { + "id": "TCENERGY25-NAWARE-HOME", + "companyId": null, + "title": "Naware 当前交付与访问范围", + "url": "https://naware.io/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "安装于既有园林设备的AI识草与定点蒸汽除草系统。", + "limitation": "新AI产品和“founding investor”融资不重置公司年份；客户节省与股权募资不作ARR，准确率未独立测试。" + }, + { + "id": "TCENERGY25-NAWARE-YEAR", + "companyId": null, + "title": "Naware 成立或旧业务线索", + "url": "https://www.linkedin.com/company/naware", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "同域公司主页自报Founded2011，Edina，2—10规模。", + "limitation": "新AI产品和“founding investor”融资不重置公司年份；客户节省与股权募资不作ARR，准确率未独立测试。" + }, + { + "id": "TCENERGY25-SEGURA-HOME", + "companyId": null, + "title": "Segura 当前交付与访问范围", + "url": "https://www.segura-water.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "重金属检测读数器、一次性检测片及现场/云端结果工作流。", + "limitation": "设备、耗材、固定试点与云软件分账；监管认证仍进行中，不能把筛查/导出报告称已获审批；独立验证主张未核原报告，不作ARR。" + }, + { + "id": "TCENERGY25-SEGURA-YEAR", + "companyId": null, + "title": "Segura 成立或旧业务线索", + "url": "https://segura-water.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "官网时间线/FAQ明确2023成立并已有原型/试点；目前试点为通常三个月固定范围收费。", + "limitation": "设备、耗材、固定试点与云软件分账；监管认证仍进行中，不能把筛查/导出报告称已获审批；独立验证主张未核原报告，不作ARR。" + }, + { + "id": "TCENERGY25-SHELLVIVE-HOME", + "companyId": null, + "title": "ShellVive 当前交付与访问范围", + "url": "https://www.shellvive.org/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "官网404；创始人原始帖子描述将海洋废料用于净水和其他材料用途。", + "limitation": "保留成立/主体待核，不从科研/孵化起点断定公司年份；AI主营未证，获奖和材料处理效果不是公司ARR。" + }, + { + "id": "TCENERGY25-SHELLVIVE-YEAR", + "companyId": null, + "title": "ShellVive 成立或旧业务线索", + "url": "https://www.linkedin.com/posts/yangzhenxiong_shellvive-climateinnovation-oceantech-activity-7326780455247114240-71rH", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "原始沿革列2024-09进入Yale Launchpad、2024-10获气候创新资助、2025-02 MVP；这些是项目/产品节点，未读法人成立年。", + "limitation": "保留成立/主体待核，不从科研/孵化起点断定公司年份；AI主营未证，获奖和材料处理效果不是公司ARR。" + }, + { + "id": "TCENERGY25-WHISPER-HOME", + "companyId": null, + "title": "Whisper Energy 当前交付与访问范围", + "url": "https://www.whisperenergy.io/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "AI传感监测楼宇能源浪费，融资/安装改造措施后按已验证节省分成。", + "limitation": "官网先90天建立基线再谈多年协议；零首付不等零收入/零资本占用，节省分成净额与设备/融资成本不等SaaS ARR。" + }, + { + "id": "TCENERGY25-WHISPER-YEAR", + "companyId": null, + "title": "Whisper Energy 成立或旧业务线索", + "url": "https://www.linkedin.com/company/whisper-energy", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "同域公司主页自报Founded2023，洛杉矶地区，2—10规模。", + "limitation": "官网先90天建立基线再谈多年协议；零首付不等零收入/零资本占用，节省分成净额与设备/融资成本不等SaaS ARR。" + }, + { + "id": "TCENERGY25-XATOMS-HOME", + "companyId": null, + "title": "Xatoms 当前交付与访问范围", + "url": "https://www.xatoms.com/", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司自述官方资料复核", + "summary": "AI/量子化学辅助发现光催化材料，为工业水处理提供材料及定制解决方案。", + "limitation": "2023/2024语义及精确注册仍缺，暂归既有业务；材料/项目服务不等AI软件订阅，融资、去污和受益人数不作自身收入。" + }, + { + "id": "TCENERGY25-XATOMS-YEAR", + "companyId": null, + "title": "Xatoms 成立或旧业务线索", + "url": "https://www.xatoms.com/team", + "publishedAt": null, + "accessedAt": "2026-10-31", + "kind": "公司/投资机构原始年份与沿革", + "summary": "官网团队页保留2024 Sauga Startup Pitch团队照片/经历，说明2025前已有项目；大学资料亦称2023创业。", + "limitation": "2023/2024语义及精确注册仍缺，暂归既有业务；材料/项目服务不等AI软件订阅，融资、去污和受益人数不作自身收入。" + }, + { + "id": "TCENERGY25-MASTER", + "companyId": null, + "title": "2025总入口实际链接数与分类对账", + "url": "https://techcrunch.com/2025/08/27/the-2025-startup-battlefield-200-is-here-see-who-made-the-cut/", + "publishedAt": "2025-08-27", + "accessedAt": "2026-10-31", + "kind": "媒体名单结构核对", + "summary": "普通HTML请求仅解析名单h2/h3范围公司链接，实际201个唯一URL/15组，标题称200；2025参赛年不替成立年。", + "limitation": "该计数是本次名单结构读取，不证明全档案、全部新AI公司或201个独立法人。全文只作发现索引，具体业务及年份另追原始来源。" } ], "reviews": [ @@ -89919,6 +90425,51 @@ "TCSPACE25-RAPIDLY-LICENSE" ], "handling": "SBIR/奖项、融资、LOI、云额度、保险保费及客户采购不当经常性收入。Astrum真空/在轨验证仍待，Rapidly材料可访问不证性能；离线永久/期限授权与未来订阅分开。无新增收入观测、无独立实测或造假判断。" + }, + { + "id": "TCENERGY25-R-MODELS", + "type": "能源、材料、设备与节省分成的经营口径", + "company": "2025清洁能源22项", + "scope": "dataset", + "summary": "按材料/器件销售、回收加工净费、工艺授权、实体改造/安装、能源调度、ESG软件和按节省分成细分。AraBat2026美国新实体不重置2022旧业务；Gemini与ShellVive成立仍待核。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-ARABAT-YEAR", + "TCENERGY25-ARUNA-YEAR", + "TCENERGY25-CARBONBRIDGE-YEAR", + "TCENERGY25-CNS-YEAR", + "TCENERGY25-COI-YEAR", + "TCENERGY25-CORAL-YEAR", + "TCENERGY25-EMOBI-YEAR", + "TCENERGY25-ENYGY-YEAR", + "TCENERGY25-GANIGA-YEAR", + "TCENERGY25-GEMINI-YEAR", + "TCENERGY25-HELIX-YEAR", + "TCENERGY25-HKG-YEAR", + "TCENERGY25-HOMEBOOST-YEAR", + "TCENERGY25-HYWATTS-YEAR", + "TCENERGY25-KAIO-YEAR", + "TCENERGY25-MACRO-YEAR", + "TCENERGY25-NAMU-YEAR", + "TCENERGY25-NAWARE-YEAR", + "TCENERGY25-SEGURA-YEAR", + "TCENERGY25-SHELLVIVE-YEAR", + "TCENERGY25-WHISPER-YEAR", + "TCENERGY25-XATOMS-YEAR" + ], + "handling": "不将面向AI客户供电当AI主营，不将电量、装机、保费/碳信用交易、客户节省、融资/补贴或试点全额年化为软件ARR。Whisper零首付仍需负担改造资金，Segura固定收费试点非经常性证明；无新增公司或收入观测。" + }, + { + "id": "TCENERGY25-R-ROSTER", + "type": "2025总名单与单篇登记的覆盖差异", + "company": "TechCrunch2025总入口", + "scope": "dataset", + "summary": "总入口本次解析为201个唯一公司URL而非标题200。现各单篇共144条候选：136条完整规范URL对应、8条名称对应但原链接路径/域名不同；总入口尚有57项未登记。", + "evidenceIds": [ + "TCENERGY25-MASTER", + "TCENERGY25-INDEX" + ], + "handling": "规范化仅忽略协议、www与尾斜线，保留路径，避免把同在LinkedIn的不同公司误连；8项不凭标题自动确认法律主体。未登记57项：Health33、Manufacturing15、Logistics3、Entertainment6。总入口分类与后续文章移动不同；Rapidly为后继衍生项不算参赛者；完整链接对账在来源台账，未知不作已完成。" } ], "coverage": { @@ -97360,6 +97911,346 @@ ] } ] + }, + { + "id": "TC-2025-battlefield-energy-1", + "sourceId": "S02", + "url": "https://techcrunch.com/2025/12/27/the-22-top-clean-tech-and-energy-startups-from-disrupt-startup-battlefield/", + "accessedAt": "2026-10-31", + "scope": "本篇22项全部登记并逐项尝试官网/原始年份；20项按旧公司/旧企业项目暂归范围外，Gemini与ShellVive成立/AI主营待核。只完成该篇台账，精确法人、现合同及独立效果缺项保留，不等全部名单/两年档案。", + "complete": false, + "records": [ + { + "id": "TC25-ENERGY-ARABAT", + "name": "AraBat", + "url": "https://arabat.it/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "官网称2020团队起步、2022-02-22在Foggia成立AraBat S.r.l.，2026-07设美国AraBat Corporation作扩展。 生物质辅助回收废电池/电子废料中的关键金属，提供来料加工收费、回收材料销售及工艺授权。 不能用新美国实体重置旧集团成立；加工净费/材料贸易/许可与软件ARR分开，AI主营未证，降本和回收效果未独立核验。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-ARABAT-HOME", + "TCENERGY25-ARABAT-YEAR" + ] + }, + { + "id": "TC25-ENERGY-ARUNA", + "name": "Aruna Revolution", + "url": "https://www.arunarevolution.com/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "同域公司公开主页自报Founded2021，Dartmouth，2—10规模。 可堆肥经期用品实体制造与销售。 原料/消费品销售不等软件订阅，AI主营未证；皮肤测试/认证与效果为厂商资料，未独立核验。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-ARUNA-HOME", + "TCENERGY25-ARUNA-YEAR" + ] + }, + { + "id": "TC25-ENERGY-CARBONBRIDGE", + "name": "CarbonBridge", + "url": "https://www.carbonbridge.io/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "同域公司公开主页自报Founded2021，纽约，2—10规模。 面向生物制造的直接气体生物反应器平台及早期接入。 设备/工程交付与生产分子价值不是SaaS ARR，倍数生产率是厂商主张；未证AI主营和具体合同。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-CARBONBRIDGE-HOME", + "TCENERGY25-CARBONBRIDGE-YEAR" + ] + }, + { + "id": "TC25-ENERGY-CNS", + "name": "Carbon Negative Solutions", + "url": "https://www.carbonegativesolutions.com/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "同域公司主页自报Founded2023，Somerville，2—10规模。 自述AI优化工业废物/矿物转为水泥补充材料，配合标准设备生产。 客户废物变现/收入增加不归公司ARR；材料、工艺许可和工程合同需拆，AI效果/产能/碳减排未独立测试。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-CNS-HOME", + "TCENERGY25-CNS-YEAR" + ] + }, + { + "id": "TC25-ENERGY-COI", + "name": "COI Energy", + "url": "https://www.coienergy.com/", + "categoryId": "C07", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "同域公司主页自报Founded2016，Brooklyn，11—50规模。 企业楼宇闲置能源容量识别、调度与变现，虚拟电池网络/需求响应平台。 能源容量交易本金、客户收益、平台净费和软件服务需拆；AI作用和实际合同仍待核，电量/装机不年化收入。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-COI-HOME", + "TCENERGY25-COI-YEAR" + ] + }, + { + "id": "TC25-ENERGY-CORAL", + "name": "Coral（coral.li）", + "url": "https://www.coral.li/", + "categoryId": "C07", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "公司About明确2022在Dubai成立。 企业排放管理、ESG报告与碳抵消工作流，含AI辅助与人工验证。 碳信用面值/退休额度与软件净费、咨询及集成费需拆；控制认证和温室气体核算验证不等收入审计，未读取NDA报告。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-CORAL-HOME", + "TCENERGY25-CORAL-YEAR" + ] + }, + { + "id": "TC25-ENERGY-EMOBI", + "name": "Emobi", + "url": "https://www.emobi.ai/", + "categoryId": "C07", + "kind": "company", + "profileStatus": "unavailable", + "status": "outside-cohort", + "note": "同域San Francisco公司主页自报Founded2020，11—50规模。 官网403；同域公司主页描述跨网络充电接入、自动认证/充电及企业集成平台。 不与日本小型EV或其他Emobi同名混同；充电桩数、网络覆盖与交易电费不是平台ARR，实际AI作用与净费合同待核。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-EMOBI-HOME", + "TCENERGY25-EMOBI-YEAR" + ] + }, + { + "id": "TC25-ENERGY-ENYGY", + "name": "EnyGy", + "url": "https://www.enygy.com/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "同域公司主页自报Founded2021，Melbourne，2—10规模。 石墨烯材料、电极膜及超级电容研发制造。 自填Public Company不当上市证明；材料/器件收入不等AI订阅，AI核心与寿命/密度效果未独立核验。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-ENYGY-HOME", + "TCENERGY25-ENYGY-YEAR" + ] + }, + { + "id": "TC25-ENERGY-GANIGA", + "name": "Ganiga Innovation", + "url": "https://ganiga.ai/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "unavailable", + "status": "outside-cohort", + "note": "同域公司主页自报Founded2021，Cascina，11—50规模，列软件/硬件租赁与API交付。 官网无正文；公司主页介绍AI/视觉垃圾监测及优化平台，提供SaaS、HaaS与API形式。 硬件设备/租赁、安装和数据软件需分账，环保KPI/客户减费不是自身收入，未独立核部署和视觉效果。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-GANIGA-HOME", + "TCENERGY25-GANIGA-YEAR" + ] + }, + { + "id": "TC25-ENERGY-GEMINI", + "name": "Gemini Energy", + "url": "https://gemini.energy/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "pending-year", + "note": "联合创始人原始公开帖宣布共同创办同域Gemini并讨论电化学氢技术，但本轮正文仅相对时间，未取得明确成立日。 现官网为天然气输入的燃料电池现场电力模块，面向数据中心供电。 不把创始人13年旧履历或其他同名能源企业2016归本公司；发电给AI客户不自动证明AI主营，装机容量、融资和能源合同不等软件ARR，保留成立/AI缺项。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-GEMINI-HOME", + "TCENERGY25-GEMINI-YEAR" + ] + }, + { + "id": "TC25-ENERGY-HELIX", + "name": "Helix Earth", + "url": "https://helixearth.com/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "同域公司主页自报Founded2022，Houston，11—50规模。 商业楼宇暖通除湿/通风节能改造设备，兼容既有屋顶空调。 硬件改造、安装和持续维护需拆；NASA技术来源、节能和税抵后零首付不是AI主营/软件收入或本轮独立产品验证。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-HELIX-HOME", + "TCENERGY25-HELIX-YEAR" + ] + }, + { + "id": "TC25-ENERGY-HKG", + "name": "HKG Energy", + "url": "https://hkgenergy.com/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "同域公司主页自报Founded2024，Somerville，11—50规模。 硅负极材料平台，面向电池生产线，提供材料样品与技术接入。 团队旧项目电芯交付数量不归当前公司销量；材料产能、能量密度和成本主张未独立验证，未证AI主营。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-HKG-HOME", + "TCENERGY25-HKG-YEAR" + ] + }, + { + "id": "TC25-ENERGY-HOMEBOOST", + "name": "HomeBoost", + "url": "https://www.homeboost.com/", + "categoryId": "C09", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "官网页脚明确HomeBoost Inc. founded2023。 家庭热成像评估套件，兼有公用事业借用项目及能源审计人员软件。 套件/专家评估、企业项目与专业软件分别记，用户节省/行动率不等公司收入；不只按消费App订阅看单位经济。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-HOMEBOOST-HOME", + "TCENERGY25-HOMEBOOST-YEAR" + ] + }, + { + "id": "TC25-ENERGY-HYWATTS", + "name": "HyWatts", + "url": "https://hywatts.com/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "同域公司主页自报Founded2023，Berkeley，11—50规模。 模块化可再生能源、氢储能与按需发电系统，面向社区/充电站/数据中心。 Power-Plant-in-a-Box设备/项目与能源收费需拆；服务AI数据中心不是AI主营证据，装机/低价预测非收入。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-HYWATTS-HOME", + "TCENERGY25-HYWATTS-YEAR" + ] + }, + { + "id": "TC25-ENERGY-KAIO", + "name": "Kaio Labs", + "url": "https://kaiolabs.com/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "unavailable", + "status": "outside-cohort", + "note": "SOSV同域投资公司名录列HAX Seed2024，作为2025前既有企业项目线索；批次不替精确成立日。 官网404；SOSV投资机构原始名录描述自动实验/概率机器学习协同优化电解系统，将CO2转化为化学品。 暂归旧项目范围外，法人/成立与当前交付仍缺；材料/设备/工艺许可不是纯软件ARR，实验最优结果不当独立工业性能验证。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-KAIO-HOME", + "TCENERGY25-KAIO-YEAR" + ] + }, + { + "id": "TC25-ENERGY-MACRO", + "name": "MacroCycle Technologies", + "url": "https://macrocycle.tech/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "同域公司主页自报Founded2023，Cambridge，11—50规模；公司旧帖亦自述Summer2023。 以专有溶剂与大环化学回收纺织废料，生产聚酯/PET树脂。 回收树脂、处理与许可净费需拆，原材料市场/成本节省不是软件收入；未证AI主营或独立制造效率。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-MACRO-HOME", + "TCENERGY25-MACRO-YEAR" + ] + }, + { + "id": "TC25-ENERGY-NAMU", + "name": "Namu Robotics", + "url": "https://namurobotics.ai/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "同域公司主页自报Founded2024，Orlando，2—10规模。 自主/遥操作植树及土地恢复机器人，附现场数据与植被监测。 设备、按作业结果服务与数据需拆；土地所有者碳收益、植树生存率/降本是厂商宣传，未核独立或已付费。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-NAMU-HOME", + "TCENERGY25-NAMU-YEAR" + ] + }, + { + "id": "TC25-ENERGY-NAWARE", + "name": "Naware", + "url": "https://naware.io/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "同域公司主页自报Founded2011，Edina，2—10规模。 安装于既有园林设备的AI识草与定点蒸汽除草系统。 新AI产品和“founding investor”融资不重置公司年份；客户节省与股权募资不作ARR，准确率未独立测试。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-NAWARE-HOME", + "TCENERGY25-NAWARE-YEAR" + ] + }, + { + "id": "TC25-ENERGY-SEGURA", + "name": "Segura", + "url": "https://www.segura-water.com/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "官网时间线/FAQ明确2023成立并已有原型/试点；目前试点为通常三个月固定范围收费。 重金属检测读数器、一次性检测片及现场/云端结果工作流。 设备、耗材、固定试点与云软件分账；监管认证仍进行中，不能把筛查/导出报告称已获审批；独立验证主张未核原报告，不作ARR。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-SEGURA-HOME", + "TCENERGY25-SEGURA-YEAR" + ] + }, + { + "id": "TC25-ENERGY-SHELLVIVE", + "name": "ShellVive", + "url": "https://www.shellvive.org/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "unavailable", + "status": "pending-year", + "note": "原始沿革列2024-09进入Yale Launchpad、2024-10获气候创新资助、2025-02 MVP；这些是项目/产品节点，未读法人成立年。 官网404；创始人原始帖子描述将海洋废料用于净水和其他材料用途。 保留成立/主体待核，不从科研/孵化起点断定公司年份；AI主营未证，获奖和材料处理效果不是公司ARR。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-SHELLVIVE-HOME", + "TCENERGY25-SHELLVIVE-YEAR" + ] + }, + { + "id": "TC25-ENERGY-WHISPER", + "name": "Whisper Energy", + "url": "https://www.whisperenergy.io/", + "categoryId": "C07", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "同域公司主页自报Founded2023，洛杉矶地区，2—10规模。 AI传感监测楼宇能源浪费，融资/安装改造措施后按已验证节省分成。 官网先90天建立基线再谈多年协议；零首付不等零收入/零资本占用，节省分成净额与设备/融资成本不等SaaS ARR。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-WHISPER-HOME", + "TCENERGY25-WHISPER-YEAR" + ] + }, + { + "id": "TC25-ENERGY-XATOMS", + "name": "Xatoms", + "url": "https://www.xatoms.com/", + "categoryId": "C10", + "kind": "company", + "profileStatus": "readable", + "status": "outside-cohort", + "note": "官网团队页保留2024 Sauga Startup Pitch团队照片/经历，说明2025前已有项目；大学资料亦称2023创业。 AI/量子化学辅助发现光催化材料，为工业水处理提供材料及定制解决方案。 2023/2024语义及精确注册仍缺，暂归既有业务；材料/项目服务不等AI软件订阅，融资、去污和受益人数不作自身收入。", + "evidenceIds": [ + "TCENERGY25-INDEX", + "TCENERGY25-XATOMS-HOME", + "TCENERGY25-XATOMS-YEAR" + ] + } + ] } ], "directoryRechecks": [ diff --git a/content/research/ai-companies.sources.json b/content/research/ai-companies.sources.json index 287a197..61d3b41 100644 --- a/content/research/ai-companies.sources.json +++ b/content/research/ai-companies.sources.json @@ -1,5 +1,5 @@ { - "version": "2026-10-31-tc-space-1", + "version": "2026-10-31-tc-energy-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。", @@ -28,10 +28,672 @@ "techcrunch.com" ], "initialAccess": "AI栏目可读取", - "boundary": "2026首页定向3项已登记，另从AI第3—4页登记5项：3项关联公司、1项范围外、1项待核；不等全部卡片核验。另已读2025年度档案入口与AI第二页，并完整登记一篇2025企业竞赛名单32项：复用1项、范围外29项、待核2项；每项均尝试原始链接，未知与不可读保留。单篇32项不等全部200参赛者、全部分页或两年全量；RSS/API普通请求受限。 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