diff --git a/apps/docs/scripts/auth-cli.ts b/apps/docs/scripts/auth-cli.ts
index 2f3ec73..06ab320 100644
--- a/apps/docs/scripts/auth-cli.ts
+++ b/apps/docs/scripts/auth-cli.ts
@@ -182,9 +182,9 @@ async function main() {
   assert.equal(researchResponse.status, 200, "authenticated research API");
   assert.ok(researchResponse.headers.get("cache-control")?.includes("no-store"));
   const research = await researchResponse.json();
-  assert.equal(research.companies.length, 1023);
+  assert.equal(research.companies.length, 1026);
   assert.equal(research.categories.length, 11);
-  assert.equal(research.evidence.length, 1325);
+  assert.equal(research.evidence.length, 1346);
   assert.equal(research.observations.length, 189);
   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 1bd9322..3aa975e 100644
--- a/apps/docs/tests/research.test.ts
+++ b/apps/docs/tests/research.test.ts
@@ -23,8 +23,8 @@ test("research revisions share the authentication database and preserve replay l
     for (let i = 0; i < 20; i++) consumeCode(config, "invalid");
     assert.equal(consumeCode(config, "invalid"), "limited");
     const initial = readResearchSnapshot();
-    assert.equal(initial.companies.length, 1023);
-    assert.equal(initial.evidence.length, 1325);
+    assert.equal(initial.companies.length, 1026);
+    assert.equal(initial.evidence.length, 1346);
     assert.equal(initial.observations.length, 189);
     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");
@@ -64,9 +64,9 @@ 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, 60);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "companies").length, 63);
   assert.equal(snapshot.reviews.filter((r) => r.scope === "dataset").length, 10);
-  assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 32);
+  assert.equal(snapshot.reviews.filter((r) => r.scope === "excluded-candidate").length, 33);
   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")!), []);
@@ -85,11 +85,11 @@ test("reviews link explicit companies without turning global or excluded cases i
 test("disclosure counts exclude client income, biographies, targets and duplicate milestones", () => {
   const snapshot = seed as ResearchSnapshot;
   const summary = categorySummary(snapshot);
-  assert.equal(summary.reduce((n, c) => n + c.count, 0), 1023);
+  assert.equal(summary.reduce((n, c) => n + c.count, 0), 1026);
   assert.equal(summary.reduce((n, c) => n + c.self, 0), 26);
   assert.equal(summary.reduce((n, c) => n + c.estimate, 0), 1);
   assert.equal(summary.reduce((n, c) => n + c.platform, 0), 16);
-  assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 980);
+  assert.equal(summary.reduce((n, c) => n + c.unknown, 0), 983);
   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"));
@@ -97,8 +97,8 @@ 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, 16);
-  assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 6);
+  assert.equal(snapshot.companies.filter((c) => c.technicalReview).length, 19);
+  assert.equal(snapshot.companies.filter((c) => c.technicalReview?.level === "public-artifact").length, 7);
   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/);
@@ -307,7 +307,7 @@ 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, 7);
+  assert.equal(snapshot.candidateBatches!.flatMap((b) => b.records).filter((r) => r.status === "pending-year").length, 9);
 });
 
 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 15ec264..02015bc 100644
--- a/content/research/ai-companies.seed.json
+++ b/content/research/ai-companies.seed.json
@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-30-battlefield-4",
+  "version": "2026-10-30-archive-models-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": [
@@ -28950,6 +28950,120 @@
           "TH-OPENAI"
         ]
       }
+    },
+    {
+      "team": null,
+      "revenueStatus": "unknown",
+      "datePrecision": "年",
+      "id": "AI080",
+      "name": "Nirva",
+      "url": "https://www.nirva.life/",
+      "cat": "C09",
+      "year": 2025,
+      "location": "美国；团队及产品资料关联湾区，法律总部待核",
+      "business": "首饰形态个人AI可穿戴，用于日记、情绪洞察与生活陪伴。",
+      "buyer": "个人消费者；实际付费客户及企业渠道待核",
+      "delivery": "官网公开产品介绍与预订信息邮件名单；实际发货、长期使用与成本未核。",
+      "notes": "成立2025来自Lightspeed投资名录；投资2026与成立分开。首饰硬件和持续软件服务须拆分；融资、等待名单及厂商情绪识别宣传不当收入或临床证据。",
+      "cohort": "2025年成立（投资机构名录）；精确注册未核",
+      "teamBasis": "三名联合创始人不等完整员工数，保留未知",
+      "price": "本轮可读官网未取得可核当前售价和软件订阅条款",
+      "stage": "公开展示及预订信息收集；实际交付和收费状态待核",
+      "sourceType": "TechCrunch栏目发现；官网与Lightspeed原始材料补证",
+      "evidenceIds": [
+        "TC26-NIRVA",
+        "NIRVA-LSVP",
+        "NIRVA-HOME"
+      ],
+      "businessModel": "个人AI硬件与软件服务；硬件一次性销售和持续订阅的实际合同结构待核",
+      "entityBasis": "官网nirva labs与投资名录团队和业务对应；精确法律名称及登记未独立核验，不与Nirva Health或文档软件公司混用。",
+      "classificationBasis": "按个人记录与陪伴归C09；硬件载体不自动归机器人产业。",
+      "technicalReview": {
+        "level": "description",
+        "reviewedAt": "2026-10-30",
+        "summary": "已读厂商功能与形态介绍；未独立测试声源、隐私、情绪推断、续航或实际交付。",
+        "evidenceIds": [
+          "NIRVA-HOME"
+        ]
+      }
+    },
+    {
+      "team": null,
+      "revenueStatus": "unknown",
+      "datePrecision": "年",
+      "id": "AI081",
+      "name": "Recursive（Recursive Superintelligence）",
+      "url": "https://recursive.com/",
+      "cat": "C01",
+      "year": 2026,
+      "location": "美国旧金山及英国伦敦；法律总部与主体链待核",
+      "business": "研究自改进模型研发系统，并发布本地编程模型Flint和推理引擎rec。",
+      "buyer": "模型使用者、开发者和研究客户；实际付费结构待核",
+      "delivery": "官方模型卡、权重文件及推理代码仓库可访问；未下载、编译或运行。",
+      "notes": "当前year按公司主页Founded 2026保留；媒体2025声明冲突，两者都在研究年份范围内，但精确沿革未解决。不得与AI050 Ricursive芯片设计公司合并。融资、估值、下载和星数不作收入。",
+      "cohort": "2025—2026成立资料冲突；当前2026为公司主页自述，非精确注册核验",
+      "teamBasis": "11—50自述范围与61个关联档案口径不一致，不能填精确员工数",
+      "price": "Flint权重和rec仓库标Apache-2.0；托管API与其他商业合同定价未核",
+      "stage": "已有公开模型与代码材料；商业收费及独立能力评测待核",
+      "sourceType": "TechCrunch栏目发现；公司主页、官方模型/代码与GV补证",
+      "evidenceIds": [
+        "TC26-RECURSIVE",
+        "RECURSIVE-PROFILE",
+        "RECURSIVE-FLINT",
+        "RECURSIVE-HF",
+        "RECURSIVE-CODE",
+        "RECURSIVE-GV"
+      ],
+      "businessModel": "开放权重和推理工具支持的模型研发业务；收费合同和服务收入未知，开放许可不等公司收入为零",
+      "entityBasis": "公司主页、官网、官方链接仓库与GV团队介绍对应；美国/英国实体沿革未核，与Ricursive Intelligence区分。",
+      "classificationBasis": "核心研发交付为基础模型及自动模型研发系统归C01；Flint面向编程不据此把整家公司归应用软件。",
+      "technicalReview": {
+        "level": "public-artifact",
+        "reviewedAt": "2026-10-30",
+        "summary": "已读官方模型卡、许可与推理代码README；公开材料可访问不等独立复现，厂商性能和自动研发比例未验证。",
+        "evidenceIds": [
+          "RECURSIVE-HF",
+          "RECURSIVE-CODE"
+        ]
+      }
+    },
+    {
+      "team": null,
+      "revenueStatus": "unknown",
+      "datePrecision": "年",
+      "id": "AI082",
+      "name": "Elorian AI",
+      "url": "https://elorian.ai/",
+      "cat": "C01",
+      "year": 2025,
+      "location": "美国加州Palo Alto",
+      "business": "视觉和多模态推理基础模型，Glimpse通过API与聊天入口交付。",
+      "buyer": "开发者和企业模型客户；实际付费客户与合同待核",
+      "delivery": "官网模型和支持资料可读，提供API、聊天与企业评估/采购入口；本轮未调用模型。",
+      "notes": "成立2025来自公司公开主页，支持页列Elorian AI, Inc.；发布、融资与成立分开。演示、融资、估值与创始人旧模型成绩均不当当前收入或独立性能验证。",
+      "cohort": "2025年成立（公司公开主页自述）；精确注册日期未核",
+      "teamBasis": "11—50区间和关联档案数不等完整员工统计，保留未知",
+      "price": "公开模型页提供企业联系入口，本轮未取得统一API价或合同条款",
+      "stage": "公开模型及平台入口；采购、交付规模与财务状态待核",
+      "sourceType": "TechCrunch栏目发现；公司公开主页和官方模型/支持页补证",
+      "evidenceIds": [
+        "TC26-ELORIAN",
+        "ELORIAN-PROFILE",
+        "ELORIAN-MODELS",
+        "ELORIAN-SUPPORT"
+      ],
+      "businessModel": "模型API、聊天入口与企业批量访问/评估及部署支持；订阅、用量与服务收入拆分待核",
+      "entityBasis": "公司公开主页链接elorian.ai，支持页列Elorian AI, Inc.及Palo Alto；与英国同名通信公司分开，未独立核工商登记。",
+      "classificationBasis": "核心交付为多模态视觉推理模型归C01，不按图片输入自动归创意工具。",
+      "technicalReview": {
+        "level": "description",
+        "reviewedAt": "2026-10-30",
+        "summary": "已读官方模型描述与交付入口；仅有厂商演示，本轮没有独立评测或可核开源权重，不授予能力排名。",
+        "evidenceIds": [
+          "ELORIAN-MODELS",
+          "ELORIAN-SUPPORT"
+        ]
+      }
     }
   ],
   "observations": [
@@ -46593,6 +46707,237 @@
       "kind": "公司官方政策",
       "summary": "官网名为Terms of Use的页面正文实为隐私政策，列ATLANTIX PORTAL L.L.C并关联platform.atlantix.cc。",
       "limitation": "只用于当前运营主体与域名关联，不把标题当成合同性质确认，不推历史注册或收入；政策文本准确性和主体登记仍未独立核验。"
+    },
+    {
+      "id": "TC-AI-P3",
+      "companyId": null,
+      "title": "TC-AI-P3：来源与核查范围",
+      "url": "https://techcrunch.com/category/artificial-intelligence/page/3/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "媒体栏目发现页",
+      "summary": "读取AI栏目第3页的发现链接。",
+      "limitation": "动态分页会变化；不是两年全部文章覆盖，不复刻文章或标题清单。"
+    },
+    {
+      "id": "TC-AI-P4",
+      "companyId": null,
+      "title": "TC-AI-P4：来源与核查范围",
+      "url": "https://techcrunch.com/category/artificial-intelligence/page/4/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "媒体栏目发现页",
+      "summary": "读取AI栏目第4页的发现链接。",
+      "limitation": "仅登记本轮五项定向线索，不声称所有卡片均已完成成立、技术或财务核验。"
+    },
+    {
+      "id": "TC26-NIRVA",
+      "companyId": "AI080",
+      "title": "TC26-NIRVA：来源与核查范围",
+      "url": "https://techcrunch.com/2026/10/22/nirva-raises-33m-for-a-pendant-that-only-listens-to-you/",
+      "publishedAt": "2026-10-22",
+      "accessedAt": "2026-10-30",
+      "kind": "媒体公司发现线索",
+      "summary": "登记NIRVA报道链接；主营与入表年份另追原始材料。",
+      "limitation": "仅作发现入口；不导入融资、估值、转述性能或未核收入。"
+    },
+    {
+      "id": "TC26-RECURSIVE",
+      "companyId": "AI081",
+      "title": "TC26-RECURSIVE：来源与核查范围",
+      "url": "https://techcrunch.com/2026/10/21/recursive-launches-flint-a-laptop-coding-model-it-says-was-largely-built-by-AI/",
+      "publishedAt": "2026-10-21",
+      "accessedAt": "2026-10-30",
+      "kind": "媒体公司发现线索",
+      "summary": "登记RECURSIVE报道链接；主营与入表年份另追原始材料。",
+      "limitation": "仅作发现入口；不导入融资、估值、转述性能或未核收入。"
+    },
+    {
+      "id": "TC26-ELORIAN",
+      "companyId": "AI082",
+      "title": "TC26-ELORIAN：来源与核查范围",
+      "url": "https://techcrunch.com/2026/10/16/elorians-first-ai-model-wants-to-reason-with-images-not-just-about-them/",
+      "publishedAt": "2026-10-16",
+      "accessedAt": "2026-10-30",
+      "kind": "媒体公司发现线索",
+      "summary": "登记ELORIAN报道链接；主营与入表年份另追原始材料。",
+      "limitation": "仅作发现入口；不导入融资、估值、转述性能或未核收入。"
+    },
+    {
+      "id": "TC26-LAPLACE",
+      "companyId": null,
+      "title": "TC26-LAPLACE：来源与核查范围",
+      "url": "https://techcrunch.com/2026/10/19/laplace-intelligence-red-teams-robots-and-self-driving-cars-before-they-hit-the-real-world/",
+      "publishedAt": "2026-10-19",
+      "accessedAt": "2026-10-30",
+      "kind": "媒体公司发现线索",
+      "summary": "登记LAPLACE报道链接；主营与入表年份另追原始材料。",
+      "limitation": "仅作发现入口；不导入融资、估值、转述性能或未核收入。"
+    },
+    {
+      "id": "TC26-EKA",
+      "companyId": null,
+      "title": "TC26-EKA：来源与核查范围",
+      "url": "https://techcrunch.com/2026/10/20/eka-is-worth-1-45-billion-thanks-to-a-physical-ai-model-that-has-experts-raving/",
+      "publishedAt": "2026-10-20",
+      "accessedAt": "2026-10-30",
+      "kind": "媒体公司发现线索",
+      "summary": "登记EKA报道链接；主营与入表年份另追原始材料。",
+      "limitation": "仅作发现入口；不导入融资、估值、转述性能或未核收入。"
+    },
+    {
+      "id": "NIRVA-LSVP",
+      "companyId": "AI080",
+      "title": "NIRVA-LSVP：来源与核查范围",
+      "url": "https://lsvp.com/company/nirva/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "投资机构官方公司名录",
+      "summary": "Lightspeed名录列Founded 2025及Wei Lyu、Jason Chen、Hanying Hu，并描述个人可穿戴日记与陪伴。",
+      "limitation": "名录非独立注册核验；投资年份2026与成立2025分别保留，投资额不作收入。"
+    },
+    {
+      "id": "NIRVA-HOME",
+      "companyId": "AI080",
+      "title": "NIRVA-HOME：来源与核查范围",
+      "url": "https://www.nirva.life/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方产品资料",
+      "summary": "官网描述首饰形态可穿戴、自动日记与情绪洞察，当前公开入口为预订信息邮件名单；页脚nirva labs。",
+      "limitation": "未购买或测试设备、声源识别、隐私或情绪判断；等待名单、计划出货和厂商演示不等实际销售或经常性收入。"
+    },
+    {
+      "id": "RECURSIVE-PROFILE",
+      "companyId": "AI081",
+      "title": "RECURSIVE-PROFILE：来源与核查范围",
+      "url": "https://www.linkedin.com/company/recursive-si/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司公开主页自述",
+      "summary": "公司主页链接recursive.com，列Founded 2026及San Francisco，自述研究自改进AI。",
+      "limitation": "媒体称2025，原始主页称2026，精确年份仍存在冲突；当前year采用公司主页声明并显式留缺。11—50范围及关联档案数不是完整员工人数，融资不是收入。"
+    },
+    {
+      "id": "RECURSIVE-FLINT",
+      "companyId": "AI081",
+      "title": "RECURSIVE-FLINT：来源与核查范围",
+      "url": "https://recursive.com/updates/introducing-recursive-flint",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方模型发布",
+      "summary": "官方发布介绍Flint和Eureka Machine，并链接模型权重与推理工具。",
+      "limitation": "自动研发程度、性能领先和推理速度为厂商声明；不将本轮阅读当独立复现，不新增数值性能或收入观测。"
+    },
+    {
+      "id": "RECURSIVE-HF",
+      "companyId": "AI081",
+      "title": "RECURSIVE-HF：来源与核查范围",
+      "url": "https://huggingface.co/RecursiveSI/flint",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "官方模型仓库材料",
+      "summary": "官方链接模型卡可读，标注Apache-2.0并列模型文件；许可说明区分托管API条款与权重许可。",
+      "limitation": "只读模型卡、未下载权重或运行模型；下载量不作用户、收入或能力排名。具体权重与运行环境需要单独评测。"
+    },
+    {
+      "id": "RECURSIVE-CODE",
+      "companyId": "AI081",
+      "title": "RECURSIVE-CODE：来源与核查范围",
+      "url": "https://github.com/recursive-oss/rec",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方公开代码仓库",
+      "summary": "官方发布链接rec推理引擎仓库，README和Apache-2.0标识可读。",
+      "limitation": "本轮未安装、编译或运行；README性能图不是第三方测试，仓库星数和许可不证明商业合同或ARR。"
+    },
+    {
+      "id": "RECURSIVE-GV",
+      "companyId": "AI081",
+      "title": "RECURSIVE-GV：来源与核查范围",
+      "url": "https://www.gv.com/news/recursive-superintelligence-self-improving-ai",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "投资机构官方介绍",
+      "summary": "GV介绍Richard Socher团队和自改进研发方向，与recursive.com公开业务对应。",
+      "limitation": "投资机构与公司利益相关；融资和估值不作收入，团队目标、创始人旧工作及论文不当现有可验证公司性能。"
+    },
+    {
+      "id": "ELORIAN-PROFILE",
+      "companyId": "AI082",
+      "title": "ELORIAN-PROFILE：来源与核查范围",
+      "url": "https://www.linkedin.com/company/elorian-ai",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司公开主页自述",
+      "summary": "公司主页链接elorian.ai，列Founded 2025、Palo Alto和多模态模型业务。",
+      "limitation": "成立字段为公司自述非注册核验；11—50区间与关联档案数不转成精确人数。融资与创始人Google历史不作收入或独立能力测试。"
+    },
+    {
+      "id": "ELORIAN-MODELS",
+      "companyId": "AI082",
+      "title": "ELORIAN-MODELS：来源与核查范围",
+      "url": "https://elorian.ai/models",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方模型与交付页",
+      "summary": "官网提供Glimpse模型入口，描述面向企业的批量访问、自有数据评估、部署和采购支持。",
+      "limitation": "官方演示不是独立评测；本轮未登录或付费测试，未取得可核统一API价、合同或收入。"
+    },
+    {
+      "id": "ELORIAN-SUPPORT",
+      "companyId": "AI082",
+      "title": "ELORIAN-SUPPORT：来源与核查范围",
+      "url": "https://elorian.ai/support",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方支持资料",
+      "summary": "支持页列Elorian AI, Inc.、Palo Alto，并说明API、聊天入口及企业联系渠道。",
+      "limitation": "用于主体与交付方式关联，不是工商核验；政策更新日不作成立日，企业入口不代表已有付费合同。"
+    },
+    {
+      "id": "LAPLACE-HOME-ACCESS",
+      "companyId": null,
+      "title": "LAPLACE-HOME-ACCESS：来源与核查范围",
+      "url": "https://www.laplaceintelligence.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官网读取核查",
+      "summary": "官网本轮工具返回零行正文，未取得可核成立或主体材料。",
+      "limitation": "不把成功响应或页面标题当已读正文；成立年、合同经常性和收入数值继续待核。"
+    },
+    {
+      "id": "LAPLACE-DR",
+      "companyId": null,
+      "title": "LAPLACE-DR：来源与核查范围",
+      "url": "https://app.dealroom.co/companies/laplace_intelligence",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "第三方公开目录",
+      "summary": "公开档案关联laplaceintelligence.com，描述自主系统仿真测试；本轮可读页未取得成立年份字段。",
+      "limitation": "目录SaaS/subscription标签不作实际合同类型或ARR证据，保持候选待核，不与同名平台混用。"
+    },
+    {
+      "id": "EKA-HOME",
+      "companyId": null,
+      "title": "EKA-HOME：来源与核查范围",
+      "url": "https://ekarobotics.com/",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "公司官方产品资料",
+      "summary": "官网描述Vision-Force-Action机器人模型，页脚EKA Robotics, Inc.。",
+      "limitation": "未取得明确成立字段；演示、团队学校履历与安全宣传不当独立测试、商业交付或收入。"
+    },
+    {
+      "id": "EKA-MIT-CV-ACCESS",
+      "companyId": null,
+      "title": "EKA-MIT-CV-ACCESS：来源与核查范围",
+      "url": "https://people.csail.mit.edu/pulkitag/data/pulkit_CV_current.pdf",
+      "publishedAt": null,
+      "accessedAt": "2026-10-30",
+      "kind": "创始人官方履历访问核查",
+      "summary": "MIT个人主页链接此CV，但web读取失败，普通HTTP读取亦返回TLS错误。",
+      "limitation": "未读PDF正文，不将第三方引用的2024或2025年份当已核原始成立证据，继续待核。"
     }
   ],
   "reviews": [
@@ -48072,6 +48417,74 @@
         "TC25-ATLANTIX-ENTITY"
       ],
       "handling": "四项原候选按范围外既有业务排除。成立、发布、政策更新与品牌主体分开；未核法律连续性和不可读正文继续标缺，不新增公司、团队、融资或收入数字。"
+    },
+    {
+      "id": "AI080-R-SCOPE",
+      "type": "成立主体、交付与收入边界复核",
+      "company": "Nirva",
+      "scope": "companies",
+      "companyIds": [
+        "AI080"
+      ],
+      "summary": "2025年成立（投资机构名录）；精确注册未核；个人AI硬件与软件服务；硬件一次性销售和持续订阅的实际合同结构待核",
+      "evidenceIds": [
+        "TC26-NIRVA",
+        "NIRVA-LSVP",
+        "NIRVA-HOME"
+      ],
+      "handling": "成立2025来自Lightspeed投资名录；投资2026与成立分开。首饰硬件和持续软件服务须拆分；融资、等待名单及厂商情绪识别宣传不当收入或临床证据。 未取得可用公司收入，不新增收入观测；技术证据等级仅描述本轮读到的材料。"
+    },
+    {
+      "id": "AI081-R-SCOPE",
+      "type": "成立主体、交付与收入边界复核",
+      "company": "Recursive（Recursive Superintelligence）",
+      "scope": "companies",
+      "companyIds": [
+        "AI081"
+      ],
+      "summary": "2025—2026成立资料冲突；当前2026为公司主页自述，非精确注册核验；开放权重和推理工具支持的模型研发业务；收费合同和服务收入未知，开放许可不等公司收入为零",
+      "evidenceIds": [
+        "TC26-RECURSIVE",
+        "RECURSIVE-PROFILE",
+        "RECURSIVE-FLINT",
+        "RECURSIVE-HF",
+        "RECURSIVE-CODE",
+        "RECURSIVE-GV"
+      ],
+      "handling": "当前year按公司主页Founded 2026保留；媒体2025声明冲突，两者都在研究年份范围内，但精确沿革未解决。不得与AI050 Ricursive芯片设计公司合并。融资、估值、下载和星数不作收入。 未取得可用公司收入，不新增收入观测；技术证据等级仅描述本轮读到的材料。"
+    },
+    {
+      "id": "AI082-R-SCOPE",
+      "type": "成立主体、交付与收入边界复核",
+      "company": "Elorian AI",
+      "scope": "companies",
+      "companyIds": [
+        "AI082"
+      ],
+      "summary": "2025年成立（公司公开主页自述）；精确注册日期未核；模型API、聊天入口与企业批量访问/评估及部署支持；订阅、用量与服务收入拆分待核",
+      "evidenceIds": [
+        "TC26-ELORIAN",
+        "ELORIAN-PROFILE",
+        "ELORIAN-MODELS",
+        "ELORIAN-SUPPORT"
+      ],
+      "handling": "成立2025来自公司公开主页，支持页列Elorian AI, Inc.；发布、融资与成立分开。演示、融资、估值与创始人旧模型成绩均不当当前收入或独立性能验证。 未取得可用公司收入，不新增收入观测；技术证据等级仅描述本轮读到的材料。"
+    },
+    {
+      "id": "TC26-P34-R-GAPS",
+      "type": "发现页与未核候选边界",
+      "company": "Laplace Intelligence与Eka Robotics候选",
+      "scope": "excluded-candidate",
+      "summary": "Laplace官网本轮无正文、Dealroom可读未列成立年；Eka官网未列明确年份，MIT履历未取得。",
+      "evidenceIds": [
+        "TC26-LAPLACE",
+        "LAPLACE-HOME-ACCESS",
+        "LAPLACE-DR",
+        "TC26-EKA",
+        "EKA-HOME",
+        "EKA-MIT-CV-ACCESS"
+      ],
+      "handling": "保持两项候选待核，不把仿真演示、第三方SaaS标签、融资或创始人背景转成成立字段、技术等级或收入。"
     }
   ],
   "coverage": {
@@ -49313,6 +49726,98 @@
           "note": "主页列Founded 2024并链接zetic.ai，描述设备端AI部署。 按范围外既有业务排除，不新增2025—2026公司。不与zetic.be或其他同名咨询企业混用；模型速度、设备数量及厂商演示不当公司收入。"
         }
       ]
+    },
+    {
+      "id": "TC-2026-ai-pages-3-4-targeted-1",
+      "sourceId": "S02",
+      "url": "https://techcrunch.com/category/artificial-intelligence/page/3/",
+      "accessedAt": "2026-10-30",
+      "scope": "从AI栏目第3—4页定向登记5项新线索，包含3项关联公司和2项待核；不是全部卡片、分页或两年档案。栏目动态顺序不能当固定完整名录。",
+      "complete": false,
+      "records": [
+        {
+          "id": "TC26-P34-01",
+          "name": "Nirva",
+          "url": "https://techcrunch.com/2026/10/22/nirva-raises-33m-for-a-pendant-that-only-listens-to-you/",
+          "categoryId": "C09",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "linked",
+          "evidenceIds": [
+            "TC26-NIRVA",
+            "NIRVA-LSVP",
+            "NIRVA-HOME"
+          ],
+          "note": "2025年成立（投资机构名录）；精确注册未核；成立2025来自Lightspeed投资名录；投资2026与成立分开。首饰硬件和持续软件服务须拆分；融资、等待名单及厂商情绪识别宣传不当收入或临床证据。",
+          "companyId": "AI080"
+        },
+        {
+          "id": "TC26-P34-02",
+          "name": "Recursive（Recursive Superintelligence）",
+          "url": "https://techcrunch.com/2026/10/21/recursive-launches-flint-a-laptop-coding-model-it-says-was-largely-built-by-AI/",
+          "categoryId": "C01",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "linked",
+          "evidenceIds": [
+            "TC26-RECURSIVE",
+            "RECURSIVE-PROFILE",
+            "RECURSIVE-FLINT",
+            "RECURSIVE-HF",
+            "RECURSIVE-CODE",
+            "RECURSIVE-GV"
+          ],
+          "note": "2025—2026成立资料冲突；当前2026为公司主页自述，非精确注册核验；当前year按公司主页Founded 2026保留；媒体2025声明冲突，两者都在研究年份范围内，但精确沿革未解决。不得与AI050 Ricursive芯片设计公司合并。融资、估值、下载和星数不作收入。",
+          "companyId": "AI081"
+        },
+        {
+          "id": "TC26-P34-03",
+          "name": "Elorian AI",
+          "url": "https://techcrunch.com/2026/10/16/elorians-first-ai-model-wants-to-reason-with-images-not-just-about-them/",
+          "categoryId": "C01",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "linked",
+          "evidenceIds": [
+            "TC26-ELORIAN",
+            "ELORIAN-PROFILE",
+            "ELORIAN-MODELS",
+            "ELORIAN-SUPPORT"
+          ],
+          "note": "2025年成立（公司公开主页自述）；精确注册日期未核；成立2025来自公司公开主页，支持页列Elorian AI, Inc.；发布、融资与成立分开。演示、融资、估值与创始人旧模型成绩均不当当前收入或独立性能验证。",
+          "companyId": "AI082"
+        },
+        {
+          "id": "TC26-P34-04",
+          "name": "Laplace Intelligence",
+          "url": "https://techcrunch.com/2026/10/19/laplace-intelligence-red-teams-robots-and-self-driving-cars-before-they-hit-the-real-world/",
+          "categoryId": "C10",
+          "kind": "company",
+          "profileStatus": "unavailable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC26-LAPLACE",
+            "LAPLACE-HOME-ACCESS",
+            "LAPLACE-DR"
+          ],
+          "note": "官网/原始年份资料尚未补足；第三方及报道仅作发现线索，保持年份待核，不新增公司或收入。"
+        },
+        {
+          "id": "TC26-P34-05",
+          "name": "Eka Robotics",
+          "url": "https://techcrunch.com/2026/10/20/eka-is-worth-1-45-billion-thanks-to-a-physical-ai-model-that-has-experts-raving/",
+          "categoryId": "C10",
+          "kind": "company",
+          "profileStatus": "readable",
+          "status": "pending-year",
+          "evidenceIds": [
+            "TC26-EKA",
+            "EKA-HOME",
+            "EKA-MIT-CV-ACCESS"
+          ],
+          "note": "官网/原始年份资料尚未补足；第三方及报道仅作发现线索，保持年份待核，不新增公司或收入。"
+        }
+      ]
     }
   ],
   "directoryRechecks": [
diff --git a/content/research/ai-companies.sources.json b/content/research/ai-companies.sources.json
index 1cca4e6..ca99c91 100644
--- a/content/research/ai-companies.sources.json
+++ b/content/research/ai-companies.sources.json
@@ -1,5 +1,5 @@
 {
-  "version": "2026-10-30-23",
+  "version": "2026-10-30-24",
   "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。",
-      "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。",
+      "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、2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。",
+      "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与Eka的原始年份和主体；Recursive的2025/2026年份冲突保留。",
       "limitation": "需追溯原始披露，部分文章受访问限制",
       "accessRecheckedAt": "2026-10-30"
     },
@@ -44,7 +44,7 @@
         "app.dealroom.co"
       ],
       "initialAccess": "官网可读取",
-      "boundary": "已读Tana与Wabi公开公司档案：前者财务字段不一致留缺，后者2025成立字段与官方业务关联入表；尚未取得两年成立筛选结果集，两个个案不等于目录全量。",
+      "boundary": "已读Tana、Wabi及Laplace公开公司档案：Tana财务字段不一致留缺，Wabi2025字段与官方业务关联入表，Laplace未取得成立字段而保留候选；尚未取得两年成立筛选结果集，三个个案不等目录全量。",
       "nextCheck": "确认公开可取得的两年成立筛选清单；逐项追溯财务原始凭证及字段口径，受权限限制保留缺项。",
       "limitation": "完整档案需权限；概览及财务表不能未经勾稽直接导入ARR",
       "accessRecheckedAt": "2026-10-30"
diff --git a/content/research/ai-income-analysis.json b/content/research/ai-income-analysis.json
index 0329c85..da1b39b 100644
--- a/content/research/ai-income-analysis.json
+++ b/content/research/ai-income-analysis.json
@@ -1,5 +1,5 @@
 {
-  "sourceVersion": "2026-10-30-battlefield-4",
+  "sourceVersion": "2026-10-30-archive-models-1",
   "asOf": "2026-10-30",
   "metric": "platform-mrr-usd",
   "sampleUnit": "product-or-business",