Audit visible government and legal startup candidates with source gaps

apps/docs/scripts/auth-cli.ts

@@ -184,7 +184,7 @@ async function main() {
   const research = await researchResponse.json();
   assert.equal(research.companies.length, 1039);
   assert.equal(research.categories.length, 11);
-  assert.equal(research.evidence.length, 1457);
+  assert.equal(research.evidence.length, 1484);
   assert.equal(research.observations.length, 207);
   assert.equal((await request("/api/research/ai-companies", { method: "POST", headers })).status, 405);
   const researchPage = await request("/docs/other-research/ai-company-research/overview", { headers });

apps/docs/tests/research.test.ts

@@ -24,7 +24,7 @@ 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, 1039);
-    assert.equal(initial.evidence.length, 1457);
+    assert.equal(initial.evidence.length, 1484);
     assert.equal(initial.observations.length, 207);
     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");
@@ -66,7 +66,7 @@ test("reviews link explicit companies without turning global or excluded cases i
   const snapshot = structuredClone(seed) as ResearchSnapshot;
   assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 87);
   assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 10);
-  assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 38);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 39);
   const review = snapshot.reviews.find((r) => r.id === "R4")!;
   assert.deepEqual(reviewCompanyIds(snapshot, review), ["AI007", "AI013", "AI021", "AI034"]);
   assert.deepEqual(reviewCompanyIds(snapshot, snapshot.reviews.find((r) => r.id === "CN-R-PSI")!), []);
@@ -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), 1039);
-  assert.equal(summary.reduce((n, c) => n + c.self, 0), 32);
+  assert.equal(summary.reduce((n, c) => n + c.self, 0), 33);
   assert.equal(summary.reduce((n, c) => n + c.estimate, 0), 2);
   assert.equal(summary.reduce((n, c) => n + c.platform, 0), 16);
-  assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 989);
+  assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 988);
   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"));
@@ -97,7 +97,7 @@ 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, 38);
+  assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 39);
   assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 8);
   assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "independent-test").length, 1);
   assert.equal(snapshot.companies.find((c) => c.id === "AI051")?.revenueStatus, "unknown");
@@ -327,7 +327,7 @@ 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, 13);
+  assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 17);
 });
 
 test("product pivots and founder histories do not become new company years or current revenue", () => {

content/research/ai-companies.seed.json

@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-30-physical-classification-1",
+  "version": "2026-10-30-tc-policy-1",
   "asOf": "2026-10-30",
   "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": [
@@ -49021,6 +49021,303 @@
       "kind": "YC官方页面中的公司自述复核",
       "summary": "为机器人模型提供实时云推理、网络与计算优化及部署支持。 40—50%延迟降低等性能为厂商自述，未下载、编译或运行复现；不因此认定机器人整机业务。",
       "limitation": "本轮已读主营、发布及相关创始人描述；法律主体、实际合同与技术性能未独立核验。保留原始发现审计，不把宣传、客户效益或采购量当收入。"
+    },
+    {
+      "id": "TC25-POL-LIST",
+      "companyId": null,
+      "title": "2025参赛候选名单核对",
+      "url": "https://techcrunch.com/2025/12/31/the-10-top-government-legal-startups-from-disrupt-startup-battlefield/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "媒体名单读取",
+      "summary": "仅用于发现下列候选；标题数量与正文条目数不一致。",
+      "limitation": "标题写10，正文逐项可见11；参赛年不等成立年。业务、日期、收费与主体判断分别引用原始资料。"
+    },
+    {
+      "id": "TC25-POL-APARTI-HOME",
+      "companyId": null,
+      "title": "Aparti产品与价格",
+      "url": "https://www.aparti.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "家庭法律财务计算、资料读取与文档软件；列单席年费$599及多席套餐，法院免费。",
+      "limitation": "未核实际交易、币种和公司成立年；示例当事人收入、抚养金额与标价不作公司收入。认证申请不等已获认证。"
+    },
+    {
+      "id": "TC25-POL-APARTI-TERMS",
+      "companyId": null,
+      "title": "Aparti条款",
+      "url": "https://www.aparti.ai/terms",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "Amie为AI辅助文档准备和信息服务，费用不含律师、法院及第三方费用。",
+      "limitation": "条款日期不等成立年；软件与文档服务的实际收费和法律主体待核。"
+    },
+    {
+      "id": "TC25-POL-APARTI-ANTLER",
+      "companyId": null,
+      "title": "Antler Aparti投资介绍",
+      "url": "https://www.antler.co/blog/announcing-the-fall-2025-u-s-portfolio-showcase",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "投资机构官方介绍",
+      "summary": "2025-09-22投资机构列Aparti及Igor Sheremet、Anna Naidis、Ingrid Avendaño团队。",
+      "limitation": "投资和展示年不直接证明公司成立年，创始人旧公司业绩不转移。"
+    },
+    {
+      "id": "TC25-POL-APARTI-YEAR-ACCESS",
+      "companyId": null,
+      "title": "Aparti成立字段获取缺项",
+      "url": "https://techindex.law.stanford.edu/companies/aparti",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "原始资料访问缺项",
+      "summary": "检索名录有Founded 2025线索，直达未成功；公司LinkedIn读取被robots拒绝。",
+      "limitation": "仅保留发现线索，未把检索摘录当全文，尚需可读原始成立资料。"
+    },
+    {
+      "id": "TC25-POL-ASCENDER-HOME",
+      "companyId": null,
+      "title": "Ascender产品与历史",
+      "url": "https://ascendersystems.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "攀爬机器人原型与可留置通信/照明设备；官网记录2022年Deck the Palms原型、2023年Ascender比赛。",
+      "limitation": "明确为更早项目沿革，精确法律成立年仍未知；机器人展示与捐赠入口不作付费收入或独立能力评测。"
+    },
+    {
+      "id": "TC25-POL-BOT-HOME",
+      "companyId": null,
+      "title": "Bot Mediation业务与团队",
+      "url": "https://botmediation.com/about/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "AI辅助诉讼双方调解；列Curtis Holdsworth、Darren Fancher联合创始人。",
+      "limitation": "团队页面人数不等完整员工数；客户和解或节省费用不等公司收入。"
+    },
+    {
+      "id": "TC25-POL-BOT-TERMS",
+      "companyId": null,
+      "title": "Bot Mediation早期条款",
+      "url": "https://botmediation.com/terms-and-conditions/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "条款标2024-09-25更新，业务在2025前已有公开材料。",
+      "limitation": "网页日期不是精确注册日，现合同与实际收入未核。"
+    },
+    {
+      "id": "TC25-POL-BOT-SEC-LEAD",
+      "companyId": null,
+      "title": "Bot Mediation历史申报线索",
+      "url": "https://www.sec.gov/Archives/edgar/data/2020914/000202091424000001/primary_doc.xml",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "监管原始资料访问缺项",
+      "summary": "检索可见同名公司2024年申报及Curtis Powell Holdsworth签名；直达Cache miss。",
+      "limitation": "只记原始申报检索线索，未声称读完文件；融资发行与募资不等公司经营收入。"
+    },
+    {
+      "id": "TC25-POL-DEPTH-HOME",
+      "companyId": null,
+      "title": "Depth官网读取缺项",
+      "url": "https://www.depth.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网访问缺项",
+      "summary": "当前网页标题为Consequence Intelligence Infrastructure，但未取得可读正文。",
+      "limitation": "不从标题推完整产品或注册日期，另核公司主页。"
+    },
+    {
+      "id": "TC25-POL-DEPTH-PROFILE",
+      "companyId": null,
+      "title": "Depth公司公开主页",
+      "url": "https://www.linkedin.com/company/depthai",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "公司页列Founded 2021、depth.ai及St Petersburg；描述物理事件后果建模。",
+      "limitation": "公司自述不是独立注册核查；第三方历史年收入估算未导入公司或ARR样本。"
+    },
+    {
+      "id": "TC25-POL-ILIAS-HOME",
+      "companyId": null,
+      "title": "ILias官网",
+      "url": "https://www.iliasai.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "数字嗅觉数据与气味技术公司。",
+      "limitation": "首页未给精确注册与收入，不以AI或专利宣传推独立性能。"
+    },
+    {
+      "id": "TC25-POL-ILIAS-HISTORY",
+      "companyId": null,
+      "title": "ILias官方历史",
+      "url": "https://www.iliasai.com/pages/history.html",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "列2022年1月Establishment、2023研发及2024研究所企业/迁址事项。",
+      "limitation": "研究所、投资与公司成立分开；主体链精确注册未核，所列沿革均早于研究年份。"
+    },
+    {
+      "id": "TC25-POL-JUSTI-HOME",
+      "companyId": null,
+      "title": "JustiGuide当前官网",
+      "url": "https://justi.guide/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "AI移民资料评估和文档准备，独立律师复核；页脚EST. 2026。",
+      "limitation": "EST字段可能为当前产品/品牌起点，不直接等公司成立；演示评分、评论数及免费入口不作收入。"
+    },
+    {
+      "id": "TC25-POL-JUSTI-PRESS",
+      "companyId": null,
+      "title": "JustiGuide官方媒体资料",
+      "url": "https://www.justi.guide/press/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "官方About条目列Founded 2024，并有2025已参与活动材料。",
+      "limitation": "与当前官网EST. 2026语义和沿革需核；不直接选择较新年份入新公司，不把获奖当注册证明。"
+    },
+    {
+      "id": "TC25-POL-ORCH-HOME",
+      "companyId": null,
+      "title": "Orchestra城市模型官网",
+      "url": "https://orchestraos.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "Omniscience城市世界模型及保险/公共安全应用，官网位于Palo Alto。",
+      "limitation": "厂商世界模型与自主解决宣传未独立验证；成立年、合同收入未明。"
+    },
+    {
+      "id": "TC25-POL-ORCH-TEAM",
+      "companyId": null,
+      "title": "Orchestra城市模型团队页",
+      "url": "https://orchestraos.com/company",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "公司团队资料可访问，未取得明确成立日期。",
+      "limitation": "同名不能自动匹配其他公司；团队展示不当完整员工规模。"
+    },
+    {
+      "id": "TC25-POL-ORCH-YC-DISTINCT",
+      "companyId": null,
+      "title": "同名Orchestra区分",
+      "url": "https://www.ycombinator.com/companies/orchestra",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "YC官方公司介绍复核",
+      "summary": "YC32167官网为orchestra.ai，主营推理云与小模型优化；本候选orchestraos.com为城市模型。",
+      "limitation": "不按名称合并年份、团队、ARR或公司ID，两个业务是否存在关系仍需法律主体证据。"
+    },
+    {
+      "id": "TC25-POL-PONDEROSA-HOME",
+      "companyId": null,
+      "title": "Ponderosa灭火无人机",
+      "url": "https://ponderosa.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "FireSparrow重载无人机与消防员协作、早期火情抑制。",
+      "limitation": "合作试验与未来集群愿景不等商用合同或经常性收入。"
+    },
+    {
+      "id": "TC25-POL-PONDEROSA-PROFILE",
+      "companyId": null,
+      "title": "Ponderosa官方公司主页",
+      "url": "https://www.linkedin.com/company/ponderosa-ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "自述Founded 2021，域名ponderosa.ai与Chico相符。",
+      "limitation": "关联档案和人数范围不当精确团队统计，试飞活动不当付费采用。"
+    },
+    {
+      "id": "TC25-POL-PYTHO-HOME",
+      "companyId": null,
+      "title": "Pytho当前产品",
+      "url": "https://www.pytho.ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "AI辅助准备度周期中的计划、演练和评估，列Pytho AI, Inc.。",
+      "limitation": "未核实际部署、付费合同或性能；军事采购规模不当公司收入。"
+    },
+    {
+      "id": "TC25-POL-PYTHO-PROFILE",
+      "companyId": null,
+      "title": "Pytho官网链接的公司主页",
+      "url": "https://www.linkedin.com/company/pytho-ai/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "官方链接主页介绍准备度软件与pytho.ai，当前读取未见Founded字段。",
+      "limitation": "关联8人及2—10范围不作为精确员工数；不从履历或平台更新倒推成立。"
+    },
+    {
+      "id": "TC25-POL-PYTHO-YEAR-ACCESS",
+      "companyId": null,
+      "title": "Pytho原始成立资料仍缺",
+      "url": "https://www.highergov.com/awardee/pytho-ai-inc-439474802/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "第三方发现与访问缺项",
+      "summary": "检索有2023成立及登记线索，直达重定向到价格页；未取得政府原始登记。",
+      "limitation": "第三方检索不能当已读政府登记或精确注册证据；不将平台价格当Pytho定价。"
+    },
+    {
+      "id": "TC25-POL-SHOTHAWK-HOME",
+      "companyId": null,
+      "title": "ShotHawk原链接访问状态",
+      "url": "https://shothawkai.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网访问缺项",
+      "summary": "报道原链接当前为Coming Soon页面。",
+      "limitation": "未当产品正文；另以同域名公司主页核历史，未推断停业。"
+    },
+    {
+      "id": "TC25-POL-SHOTHAWK-PROFILE",
+      "companyId": null,
+      "title": "ShotHawk公司公开主页",
+      "url": "https://www.linkedin.com/company/shothawkai",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "自述Founded 2022、Peoria及shothawkai.com。",
+      "limitation": "自述与报道2023精确沿革仍有差异，但均早于2025；资金、试点与主动响应宣传不作收入或独立安全验证。"
+    },
+    {
+      "id": "TC25-POL-TORCH-HOME",
+      "companyId": null,
+      "title": "Torch户外资产监测官网",
+      "url": "https://www.torchsystems.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "太阳能多传感器硬件结合AI与监测软件，为公用事业、工业与城市设施识别异常。",
+      "limitation": "设备数不是客户数或收入，硬件、部署、持续监测合同需拆分；不与同名医疗软件合并。"
+    },
+    {
+      "id": "TC25-POL-TORCH-PROFILE",
+      "companyId": null,
+      "title": "Torch公司公开主页",
+      "url": "https://www.linkedin.com/company/torchsystems/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方资料",
+      "summary": "当前直达列Founded 2023，域名torchsystems.com；检索缓存曾列2021。",
+      "limitation": "日期缓存与主体沿革差异保留，均在2025前；融资、传感器数量与人员档案不是ARR或完整人数。"
     }
   ],
   "reviews": [
@@ -51071,6 +51368,43 @@
         "PHYSICAL-CAT-YC31370"
       ],
       "handling": "保留原始发现审计year=2025，不反写历史候选账本；当前公司year=null。两项未标日期ARR仅供交叉核对，旧ERP收入、客户收益不进入ARR同期比较；法律主体和收入合同仍待核。"
+    },
+    {
+      "id": "TC25-POL-R-SCOPE",
+      "type": "完整可见名单登记与年份缺项",
+      "company": "2025政府及法律参赛名单候选",
+      "scope": "excluded-candidate",
+      "summary": "正文11项已逐项尝试原始链接，7项范围外/既有业务，4项年份或主体待核；没有新增主公司或收入。",
+      "evidenceIds": [
+        "TC25-POL-LIST",
+        "TC25-POL-APARTI-HOME",
+        "TC25-POL-APARTI-TERMS",
+        "TC25-POL-APARTI-ANTLER",
+        "TC25-POL-APARTI-YEAR-ACCESS",
+        "TC25-POL-ASCENDER-HOME",
+        "TC25-POL-BOT-HOME",
+        "TC25-POL-BOT-TERMS",
+        "TC25-POL-BOT-SEC-LEAD",
+        "TC25-POL-DEPTH-HOME",
+        "TC25-POL-DEPTH-PROFILE",
+        "TC25-POL-ILIAS-HOME",
+        "TC25-POL-ILIAS-HISTORY",
+        "TC25-POL-JUSTI-HOME",
+        "TC25-POL-JUSTI-PRESS",
+        "TC25-POL-ORCH-HOME",
+        "TC25-POL-ORCH-TEAM",
+        "TC25-POL-ORCH-YC-DISTINCT",
+        "TC25-POL-PONDEROSA-HOME",
+        "TC25-POL-PONDEROSA-PROFILE",
+        "TC25-POL-PYTHO-HOME",
+        "TC25-POL-PYTHO-PROFILE",
+        "TC25-POL-PYTHO-YEAR-ACCESS",
+        "TC25-POL-SHOTHAWK-HOME",
+        "TC25-POL-SHOTHAWK-PROFILE",
+        "TC25-POL-TORCH-HOME",
+        "TC25-POL-TORCH-PROFILE"
+      ],
+      "handling": "参赛年、成立年、转型与更名分开；Orchestra同名不同域名不关联，JustiGuide两年声明冲突保留。限制、访问失败和检索线索明记，标价、示例金额、融资与客户价值不进ARR。"
     }
   ],
   "coverage": {
@@ -52734,6 +53068,185 @@
           "note": "Founded字段2026与批次/上线分开；官网交付和财务口径见公司记录，签约、管线及客户价值不作实际ARR。"
         }
       ]
+    },
+    {
+      "id": "TC-2025-battlefield-policy-1",
+      "sourceId": "S02",
+      "url": "https://techcrunch.com/2025/12/31/the-10-top-government-legal-startups-from-disrupt-startup-battlefield/",
+      "accessedAt": "2026-10-30",
+      "scope": "按本篇当前正文的11项文字标题逐条登记，标题称10项；逐项尝试原始官网并记录成立、同名、重定向和财务缺项。当前7项既有业务/范围外、4项年份或主体待核；仅本篇边界，不代表全部200参赛者或TechCrunch两年档案。",
+      "complete": false,
+      "records": [
+        {
+          "id": "TC25-POL-01",
+          "name": "Aparti",
+          "url": "https://www.aparti.ai/",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC25-POL-LIST",
+            "TC25-POL-APARTI-HOME",
+            "TC25-POL-APARTI-TERMS",
+            "TC25-POL-APARTI-ANTLER",
+            "TC25-POL-APARTI-YEAR-ACCESS"
+          ],
+          "note": "原始官网与投资人可确认家事法律软件及团队关联；2025成立线索仍缺可读原始依据。年费、样例当事人收入与客户节省不作公司ARR。"
+        },
+        {
+          "id": "TC25-POL-02",
+          "name": "Ascender Systems",
+          "url": "https://ascendersystems.com/",
+          "categoryId": "C10",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "evidenceIds": [
+            "TC25-POL-LIST",
+            "TC25-POL-ASCENDER-HOME"
+          ],
+          "note": "官网列2022原型及2023 Ascender项目，按既有业务保留范围外；法律登记未核，2025参赛不新增公司。"
+        },
+        {
+          "id": "TC25-POL-03",
+          "name": "Bot Mediation",
+          "url": "https://botmediation.com/",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "evidenceIds": [
+            "TC25-POL-LIST",
+            "TC25-POL-BOT-HOME",
+            "TC25-POL-BOT-TERMS",
+            "TC25-POL-BOT-SEC-LEAD"
+          ],
+          "note": "2024条款及同名/同创始人历史申报线索指向既有业务，按范围外记录；精确注册年仍缺，SEC直达未成功。"
+        },
+        {
+          "id": "TC25-POL-04",
+          "name": "Depth AI",
+          "url": "https://www.depth.ai/",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "unavailable",
+          "status": "outside-cohort",
+          "evidenceIds": [
+            "TC25-POL-LIST",
+            "TC25-POL-DEPTH-HOME",
+            "TC25-POL-DEPTH-PROFILE"
+          ],
+          "note": "公司公开主页自述2021成立，域名一致，排除2025—2026新公司。官网正文空白保留访问缺项；不导入第三方估算收入。"
+        },
+        {
+          "id": "TC25-POL-05",
+          "name": "ILias AI",
+          "url": "https://www.iliasai.com/",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "evidenceIds": [
+            "TC25-POL-LIST",
+            "TC25-POL-ILIAS-HOME",
+            "TC25-POL-ILIAS-HISTORY"
+          ],
+          "note": "官网2022成立与2024研究所企业沿革均早于2025；不把CES 2025参展当成立年或重复公司。"
+        },
+        {
+          "id": "TC25-POL-06",
+          "name": "JustiGuide",
+          "url": "https://justi.guide/",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC25-POL-LIST",
+            "TC25-POL-JUSTI-HOME",
+            "TC25-POL-JUSTI-PRESS"
+          ],
+          "note": "官网媒体包Founded 2024与当前首页EST. 2026并存，产品/品牌与公司主体边界待核；不以2026页脚新增新公司。"
+        },
+        {
+          "id": "TC25-POL-07",
+          "name": "Orchestra（orchestraos.com）",
+          "url": "https://orchestraos.com/",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC25-POL-LIST",
+            "TC25-POL-ORCH-HOME",
+            "TC25-POL-ORCH-TEAM",
+            "TC25-POL-ORCH-YC-DISTINCT"
+          ],
+          "note": "城市模型与公共安全/保险应用初分C07，成立年份未核。与YC32167的orchestra.ai推理云分开，不移用其2026年或团队资料。"
+        },
+        {
+          "id": "TC25-POL-08",
+          "name": "Ponderosa.ai",
+          "url": "https://ponderosa.ai/",
+          "categoryId": "C10",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "evidenceIds": [
+            "TC25-POL-LIST",
+            "TC25-POL-PONDEROSA-HOME",
+            "TC25-POL-PONDEROSA-PROFILE"
+          ],
+          "note": "公司公开主页自述2021成立，按既有公司排除；无人机试验、合作和融资不作ARR。"
+        },
+        {
+          "id": "TC25-POL-09",
+          "name": "Pytho AI",
+          "url": "https://www.pytho.ai/",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC25-POL-LIST",
+            "TC25-POL-PYTHO-HOME",
+            "TC25-POL-PYTHO-PROFILE",
+            "TC25-POL-PYTHO-YEAR-ACCESS"
+          ],
+          "note": "官网与官方公司主页已核产品关联，2023第三方成立线索尚缺原始登记；直达价格页留缺，不纳入新成立主样本。"
+        },
+        {
+          "id": "TC25-POL-10",
+          "name": "ShotHawk",
+          "url": "https://shothawkai.com/",
+          "categoryId": "C10",
+          "kind": "company",
+          "profileStatus": "unavailable",
+          "status": "outside-cohort",
+          "evidenceIds": [
+            "TC25-POL-LIST",
+            "TC25-POL-SHOTHAWK-HOME",
+            "TC25-POL-SHOTHAWK-PROFILE"
+          ],
+          "note": "原域名仅占位页；同域名公司主页列2022成立，按既有公司排除，精确法律主体和历史年份差异留缺。"
+        },
+        {
+          "id": "TC25-POL-11",
+          "name": "Torch Systems",
+          "url": "https://www.torchsystems.com/",
+          "categoryId": "C07",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "outside-cohort",
+          "evidenceIds": [
+            "TC25-POL-LIST",
+            "TC25-POL-TORCH-HOME",
+            "TC25-POL-TORCH-PROFILE"
+          ],
+          "note": "公司主页当前自述2023，与检索缓存2021不同，均为范围外；不能把更名或2026融资当新公司，不与医疗Torch混同。"
+        }
+      ]
     }
   ],
   "directoryRechecks": [

content/research/ai-companies.sources.json

@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-30-32",
+  "version": "2026-10-30-33",
   "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。",
@@ -28,8 +28,8 @@
         "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。 另从AI第5—6页定向4项：2项原始资料归范围外，2项原始成立/年份待核；不是全部卡片、参赛者或档案。",
-      "nextCheck": "继续核本篇2项的成立、主体及AI主营，优先解决Billow批次与发现年份时序、Sponstar原始年份冲突；既有业务的法律沿革及不可读项仍留缺；沿普通2025档案和AI分页扩展其余来源台账，区分参赛年、批次与公司成立年。 继续核Laplace原始年份及Eka精确注册主体；Recursive的2025/2026年份冲突保留。 继续核Honeyjar主字段与转载的年份差异、Blueprints原始可读资料与旧建筑业务主体；不把包价、演示金额或建设项目价值当ARR。",
+      "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。 另从AI第5—6页定向4项：2项原始资料归范围外，2项原始成立/年份待核；不是全部卡片、参赛者或档案。 另逐条登记2025政府/法律名单正文11项（标题称10）：7项范围外或既有业务、4项成立/主体待核；不新增主公司或ARR，非全部200或两年档案。",
+      "nextCheck": "继续核本篇2项的成立、主体及AI主营，优先解决Billow批次与发现年份时序、Sponstar原始年份冲突；既有业务的法律沿革及不可读项仍留缺；沿普通2025档案和AI分页扩展其余来源台账，区分参赛年、批次与公司成立年。 继续核Laplace原始年份及Eka精确注册主体；Recursive的2025/2026年份冲突保留。 继续核Honeyjar主字段与转载的年份差异、Blueprints原始可读资料与旧建筑业务主体；不把包价、演示金额或建设项目价值当ARR。 本篇待核Aparti原始成立、JustiGuide的2024/2026语义、orchestraos主体与年份及Pytho原始登记；补其余竞赛类别和年度档案，不用同名链接替代核查。",
       "limitation": "需追溯原始披露，部分文章受访问限制",
       "accessRecheckedAt": "2026-10-30"
     },

content/research/ai-income-analysis.json

@@ -1,5 +1,5 @@
 {
-  "sourceVersion": "2026-10-30-physical-classification-1",
+  "sourceVersion": "2026-10-30-tc-policy-1",
   "asOf": "2026-10-30",
   "metric": "platform-mrr-usd",
   "sampleUnit": "product-or-business",