# Car insurance atlas

> What Vietnamese car owners say about car insurance: 13.5 million posts from three car forums (otofun.net.vn, otosaigon.com, voz.vn car section), 2003 to 2026. Free, no login.

- MCP server (streamable HTTP, no auth): https://atlas-mcp.vad37.com/mcp
- Machine-readable list of every file below, with sizes: https://atlas.vad37.com/index.json
- Map apps: https://atlasv15.vad37.com/ (current), https://atlasv0.vad37.com/ (first test)

## Pages

- [/404.html](https://atlas.vad37.com/404.html) (5,304 bytes): Page: Page not found
- [/_headers](https://atlas.vad37.com/_headers) (678 bytes): _headers
- [/_redirects](https://atlas.vad37.com/_redirects) (427 bytes): _redirects
- [/about.html](https://atlas.vad37.com/about.html) (11,848 bytes): Page: About Atlas Insight
- [/for-tasco.html](https://atlas.vad37.com/for-tasco.html) (13,291 bytes): Page: A brief, tested
- [/gallery.html](https://atlas.vad37.com/gallery.html) (515 bytes): Page: Moved to The Map
- [/index.html](https://atlas.vad37.com/index.html) (44,996 bytes): Page: Atlas Insight
- [/mcp.html](https://atlas.vad37.com/mcp.html) (17,156 bytes): Page: Ask your own AI
- [/metrics.html](https://atlas.vad37.com/metrics.html) (529 bytes): Page: Moved to The Map
- [/questions.html](https://atlas.vad37.com/questions.html) (50,063 bytes): Page: Questions to ask
- [/robots.txt](https://atlas.vad37.com/robots.txt) (69 bytes): Text file: robots.txt
- [/sitemap.xml](https://atlas.vad37.com/sitemap.xml) (645 bytes): sitemap.xml
- [/versions.html](https://atlas.vad37.com/versions.html) (515 bytes): Page: Moved to The Map
- [/whats-on-the-map.html](https://atlas.vad37.com/whats-on-the-map.html) (14,156 bytes): Page: The map

## Data

- [https://atlasv0.vad37.com/data/dataset.parquet](https://atlasv0.vad37.com/data/dataset.parquet) (27,505,118 bytes): Map data of V0 (first test): one row per dot (post excerpt, thread title, forum, date, topic and insurer labels, x/y, post url). Served by the map app host.
- [https://atlasv0.vad37.com/data/metadata.json](https://atlasv0.vad37.com/data/metadata.json) (20,006 bytes): Map settings of V0 (first test): columns, labels and views the map app reads. Served by the map app host.
- [https://atlasv0.vad37.com/data/metadata_static.json](https://atlasv0.vad37.com/data/metadata_static.json) (26,579 bytes): Map settings of V0 (first test), static-label variant. Served by the map app host.
- [https://atlasv15.vad37.com/data/dataset.parquet](https://atlasv15.vad37.com/data/dataset.parquet) (36,065,586 bytes): Map data of V1.5 (current map): one row per dot (post excerpt, thread title, forum, date, topic and insurer labels, x/y, post url). Served by the map app host.
- [https://atlasv15.vad37.com/data/metadata.json](https://atlasv15.vad37.com/data/metadata.json) (34,559 bytes): Map settings of V1.5 (current map): columns, labels and views the map app reads. Served by the map app host.

## Docs

- [/docs/mcp.md](https://atlas.vad37.com/docs/mcp.md) (25,022 bytes): Atlas MCP server (MCP-1, 2026-10-12; MCP-3 changes below)
- [/docs/runbook.md](https://atlas.vad37.com/docs/runbook.md) (511,142 bytes): Atlas runbook

## Car-insurance library

- [/library/INDEX.md](https://atlas.vad37.com/library/INDEX.md) (89,014 bytes): Library index
- [/library/index.json](https://atlas.vad37.com/library/index.json) (319,690 bytes): Text file: index.json
- [/library/internal/channels-readme.md](https://atlas.vad37.com/library/internal/channels-readme.md) (709 bytes): channels-2026-10-12
- [/library/internal/channels.md](https://atlas.vad37.com/library/internal/channels.md) (11,779 bytes): Vietnamese car-owner and car-insurance talk: channels, volume, access (2026-10-12)
- [/library/internal/client-vetc-tnds-notes.md](https://atlas.vad37.com/library/internal/client-vetc-tnds-notes.md) (21,470 bytes): VETC TNDS Insurance in Vietnam
- [/library/internal/desk-intl-compulsory-motor.md](https://atlas.vad37.com/library/internal/desk-intl-compulsory-motor.md) (22,223 bytes): International comparators: legally mandated motor liability insurance (desk research)
- [/library/internal/desk-vn-tnds.md](https://atlas.vad37.com/library/internal/desk-vn-tnds.md) (20,528 bytes): Desk research VN: TNDS bắt buộc for car owners (2026-10-09)
- [/library/internal/evidence-led-key-notes.md](https://atlas.vad37.com/library/internal/evidence-led-key-notes.md) (27,847 bytes): Evidence-led product cases: key notes (2026-10-15)
- [/library/internal/evidence-led-sources.md](https://atlas.vad37.com/library/internal/evidence-led-sources.md) (7,995 bytes): Sources: evidence-led product cases (2026-10-15)
- [/library/internal/general-talk-explore.md](https://atlas.vad37.com/library/internal/general-talk-explore.md) (24,242 bytes): General talk on Vietnamese car forums, outside insurance: explore v0 (2026-10-12)
- [/library/internal/insurance-desk-key-notes.md](https://atlas.vad37.com/library/internal/insurance-desk-key-notes.md) (33,722 bytes): Key notes: Vietnamese car insurance, public sources (compiled 2026-10-12)
- [/library/internal/insurance-desk-readme.md](https://atlas.vad37.com/library/internal/insurance-desk-readme.md) (2,636 bytes): insurance-desk-2026-10-12
- [/library/internal/insurer-ownership-table.csv](https://atlas.vad37.com/library/internal/insurer-ownership-table.csv) (5,654 bytes): Table, 37 rows; columns: insurer_key,parent,stake_pct,event_date,event,cite
- [/library/internal/insurers-vn.md](https://atlas.vad37.com/library/internal/insurers-vn.md) (26,091 bytes): VN non-life motor insurers, digital TNDS channels, brand lineage (2026-10-11)
- [/library/internal/market-share-notes.md](https://atlas.vad37.com/library/internal/market-share-notes.md) (9,675 bytes): Notes: Vietnam motor insurance by insurer, ownership, claims context
- [/library/internal/market-share-readme.md](https://atlas.vad37.com/library/internal/market-share-readme.md) (941 bytes): Market share by insurer, motor insurance Vietnam (pulled 2026-10-12)
- [/library/internal/market-share-table.csv](https://atlas.vad37.com/library/internal/market-share-table.csv) (39,866 bytes): Table, 228 rows; columns: insurer_key,insurer_name,year,metric,value,label,cite,note
- [/library/internal/methodology.md](https://atlas.vad37.com/library/internal/methodology.md) (18,132 bytes): Methodology: forum corpus to insight for TNDS selling and renewal
- [/library/internal/report-atlas-insight-brief.md](https://atlas.vad37.com/library/internal/report-atlas-insight-brief.md) (96,984 bytes): Atlas Insight: the full brief behind every deck and memo (2026-10-15)
- [/library/internal/report-deck-catalogue.md](https://atlas.vad37.com/library/internal/report-deck-catalogue.md) (17,385 bytes): Deck catalogue, 2026-10-15
- [/library/internal/report-deck-spec.md](https://atlas.vad37.com/library/internal/report-deck-spec.md) (28,064 bytes): Deck spec: Atlas Insight killer brief, memo, appendix (2026-10-15)
- [/library/internal/report-effort-cost.md](https://atlas.vad37.com/library/internal/report-effort-cost.md) (24,111 bytes): Effort and cost so far: Tasco / car-insurance atlas project (2026-10-05 to 2026-10-15 09:20)
- [/library/internal/report-golden-questions.md](https://atlas.vad37.com/library/internal/report-golden-questions.md) (29,752 bytes): Golden questions for the Atlas MCP model baseline (2026-10-15)
- [/library/internal/report-insurance-experience.md](https://atlas.vad37.com/library/internal/report-insurance-experience.md) (27,888 bytes): Car insurance as Vietnamese car owners experience it, and where the gaps are (lane A, 2026-10-12)
- [/library/internal/report-market-context.md](https://atlas.vad37.com/library/internal/report-market-context.md) (10,441 bytes): Market context charts: premium share, Liberty by year, motor market, ownership, complaint rates (2026-10-12)
- [/library/internal/report-mcp-battery-a.md](https://atlas.vad37.com/library/internal/report-mcp-battery-a.md) (38,116 bytes): Battery A: testing the Tasco brief against what car owners say (2026-10-15)
- [/library/internal/report-mcp-battery-b.md](https://atlas.vad37.com/library/internal/report-mcp-battery-b.md) (34,683 bytes): MCP battery B: roaming the culture of car owners, and how it shapes insurance choice (2026-10-15)
- [/library/internal/report-model-baseline-comparison.md](https://atlas.vad37.com/library/internal/report-model-baseline-comparison.md) (37,282 bytes): Model baseline comparison: sonnet, opus and fable, 2026-10-15
- [/library/internal/report-model-baseline-fable.md](https://atlas.vad37.com/library/internal/report-model-baseline-fable.md) (26,637 bytes): Model baseline: golden questions G01-G20, answered blind
- [/library/internal/report-model-baseline-opus.md](https://atlas.vad37.com/library/internal/report-model-baseline-opus.md) (29,683 bytes): Model baseline: opus, blind answers to G01-G20
- [/library/internal/report-model-baseline-sonnet.md](https://atlas.vad37.com/library/internal/report-model-baseline-sonnet.md) (23,887 bytes): Model baseline: sonnet (blind, unaided)
- [/library/internal/report-roam.md](https://atlas.vad37.com/library/internal/report-roam.md) (27,785 bytes): Roam test of the atlas MCP tool: what car owners say about car insurance (2026-10-12)
- [/library/internal/tasco-desk-notes.md](https://atlas.vad37.com/library/internal/tasco-desk-notes.md) (40,280 bytes): Amended 2026-10-12 after review-2026-10-12.md; trace 21/25 before amendment; filings-extract.md folded in.
- [/library/internal/tasco-desk-readme.md](https://atlas.vad37.com/library/internal/tasco-desk-readme.md) (1,793 bytes): Amended 2026-10-12 after review-2026-10-12.md; trace 21/25 before amendment; filings-extract.md folded in.
- [/library/internal/tasco-filings-extract.md](https://atlas.vad37.com/library/internal/tasco-filings-extract.md) (10,021 bytes): Tasco filings extract: car-insurance-relevant facts (page-image read)
- [/library/internal/tasco-strategy.md](https://atlas.vad37.com/library/internal/tasco-strategy.md) (20,026 bytes): Tasco: what it is now and why it is moving into online car insurance (desk research, 2026-10-11)
- [/library/internal/theme-categories-en.md](https://atlas.vad37.com/library/internal/theme-categories-en.md) (11,740 bytes): Theme categories (English scheme), car-insurance talk on otofun, otosaigon, voz /f/77 (2026-10-09)
- [/library/pdf-text/tasco-pdf-2023-03-2023-hut-ar2022-vn.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2023-03-2023-hut-ar2022-vn.md) (326,396 bytes): title: Tasco (HUT) filing 2023-03: annual report [2023-03-2023-HUT-AR2022-VN.pdf]
- [/library/pdf-text/tasco-pdf-2024-01-hut-bcqt-nam-2023-ban-cong-bo-ky.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-01-hut-bcqt-nam-2023-ban-cong-bo-ky.md) (1,682 bytes): title: Tasco (HUT) filing 2024-01: corporate governance report [2024-01-HUT-BCQT-nam-2023-ban-cong-bo-ky.pdf]
- [/library/pdf-text/tasco-pdf-2024-04-bctc-hn-q1-2024-29-04-2024-signed.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-04-bctc-hn-q1-2024-29-04-2024-signed.md) (1,306 bytes): title: Tasco (HUT) filing 2024-04: financial statements (Q1 2024, consolidated) [2024-04-BCTC-HN-Q1.2024-29.04.2024-signed.pdf]
- [/library/pdf-text/tasco-pdf-2024-04-bctc-rieng-q1-2024-29-04-2024-signed.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-04-bctc-rieng-q1-2024-29-04-2024-signed.md) (1,275 bytes): title: Tasco (HUT) filing 2024-04: financial statements (Q1 2024, separate) [2024-04-BCTC-Rieng-Q1.2024-29.04.2024-signed.pdf]
- [/library/pdf-text/tasco-pdf-2024-04-hut-bao-cao-thuong-nien-2023-web.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-04-hut-bao-cao-thuong-nien-2023-web.md) (495,644 bytes): title: Tasco (HUT) filing 2024-04: annual report [2024-04-HUT_-BAO-CAO-THUONG-NIEN-2023-WEB.pdf]
- [/library/pdf-text/tasco-pdf-2024-05-ttr-08-chao-ban-cho-cd-moi-vii-holding-1.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-05-ttr-08-chao-ban-cho-cd-moi-vii-holding-1.md) (7,649 bytes): title: Tasco (HUT) filing 2024-05: share offering proposal [2024-05-TTr-08-chao-ban-cho-cd-moi-VII-Holding-1.pdf]
- [/library/pdf-text/tasco-pdf-2024-06-hut-bb-hop-nq-dhdcd-thuong-nien-2024-ky.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-06-hut-bb-hop-nq-dhdcd-thuong-nien-2024-ky.md) (34,682 bytes): title: Tasco (HUT) filing 2024-06: AGM resolution and minutes [2024-06-HUT-BB-hop-NQ-DHDCD-thuong-nien-2024-ky.pdf]
- [/library/pdf-text/tasco-pdf-2024-07-hut-bao-cao-quan-tri-6t2024-che-sigh.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-07-hut-bao-cao-quan-tri-6t2024-che-sigh.md) (1,625 bytes): title: Tasco (HUT) filing 2024-07: corporate governance report [2024-07-HUT-Bao-cao-quan-tri-6T2024-che.-sigh.pdf]
- [/library/pdf-text/tasco-pdf-2024-07-hut-bctc-hn-quy-2-sign-final.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-07-hut-bctc-hn-quy-2-sign-final.md) (1,290 bytes): title: Tasco (HUT) filing 2024-07: financial statements (Quy-2 , consolidated) [2024-07-HUT-BCTC-HN-Quy-2.sign-final.pdf]
- [/library/pdf-text/tasco-pdf-2024-07-hut-tasco-bctc-rieng-q2-2024-final-sigh.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-07-hut-tasco-bctc-rieng-q2-2024-final-sigh.md) (1,284 bytes): title: Tasco (HUT) filing 2024-07: financial statements (Q2 2024, separate) [2024-07-HUT_TASCO-BCTC-RIENG-Q2.2024-final-sigh.pdf]
- [/library/pdf-text/tasco-pdf-2024-08-hut-cv-cbtt-kem-bctc-hn-6t-sign.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-08-hut-cv-cbtt-kem-bctc-hn-6t-sign.md) (1,636 bytes): title: Tasco (HUT) filing 2024-08: financial statements (consolidated) [2024-08-HUT.-CV-CBTT-kem-BCTC-HN-6T-sign.pdf]
- [/library/pdf-text/tasco-pdf-2024-08-hut-cv-cbtt-kem-bctc-rieng-6t-2024-sign.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-08-hut-cv-cbtt-kem-bctc-rieng-6t-2024-sign.md) (1,377 bytes): title: Tasco (HUT) filing 2024-08: financial statements (6T 2024, separate) [2024-08-HUT.-CV-CBTT-kem-BCTC-rieng-6T.2024-sign.pdf]
- [/library/pdf-text/tasco-pdf-2024-08-hut-gt-loi-nhuan-6t-2024-sign.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-08-hut-gt-loi-nhuan-6t-2024-sign.md) (630 bytes): title: Tasco (HUT) filing 2024-08: explanation of the profit change against the prior period [2024-08-HUT_GT-LOI-NHUAN-6T.2024-sign.pdf]
- [/library/pdf-text/tasco-pdf-2024-10-2024-10-07-tasco-cong-bo-thong-tin-lay-y-kien-co-dong-bang-vb.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-10-2024-10-07-tasco-cong-bo-thong-tin-lay-y-kien-co-dong-bang-vb.md) (735 bytes): title: Tasco (HUT) filing 2024-10: written shareholder consultation [2024-10-2024.10.07_Tasco-Cong-bo-thong-tin-lay-y-kien-co-dong-bang-vb.pdf]
- [/library/pdf-text/tasco-pdf-2024-10-2024-10-21-tasco-cbtt-tang-von-tasco-bh-signed.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-10-2024-10-21-tasco-cbtt-tang-von-tasco-bh-signed.md) (901 bytes): title: Tasco (HUT) filing 2024-10: capital increase in Tasco Insurance [2024-10-2024.10.21_Tasco_CBTT-tang-von-Tasco-BH-signed.pdf]
- [/library/pdf-text/tasco-pdf-2024-10-2024-10-30-tasco-bctc-hn-quy-iii-2024-signed-2.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-10-2024-10-30-tasco-bctc-hn-quy-iii-2024-signed-2.md) (1,350 bytes): title: Tasco (HUT) filing 2024-10: financial statements (Quy-III 2024, consolidated) [2024-10-2024.10.30_Tasco-BCTC-HN-Quy-III.2024-signed-2.pdf]
- [/library/pdf-text/tasco-pdf-2024-10-2024-10-30-tasco-bctc-rieng-quy-iii-2024-signed.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-10-2024-10-30-tasco-bctc-rieng-quy-iii-2024-signed.md) (1,295 bytes): title: Tasco (HUT) filing 2024-10: financial statements (Quy-III 2024, separate) [2024-10-2024.10.30_Tasco-BCTC-Rieng-Quy-III.2024-signed.pdf]
- [/library/pdf-text/tasco-pdf-2024-10-2024-10-31-tasco-cbtt-lay-y-kien-co-dong-bang-vb-signed.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-10-2024-10-31-tasco-cbtt-lay-y-kien-co-dong-bang-vb-signed.md) (749 bytes): title: Tasco (HUT) filing 2024-10: written shareholder consultation [2024-10-2024.10.31_Tasco-CBTT-lay-y-kien-co-dong-bang-VB-signed.pdf]
- [/library/pdf-text/tasco-pdf-2024-11-bbkp-kem-nq-dhcdbt-2024-sign.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-11-bbkp-kem-nq-dhcdbt-2024-sign.md) (690 bytes): title: Tasco (HUT) filing 2024-11: vote count minutes [2024-11-BBKP-kem-NQ-DHCDBT-2024-sign.pdf]
- [/library/pdf-text/tasco-pdf-2024-12-cbtt-nq-hdqt-thong-qua-trien-khai-phcp.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-12-cbtt-nq-hdqt-thong-qua-trien-khai-phcp.md) (807 bytes): title: Tasco (HUT) filing 2024-12: board resolution [2024-12-CBTT-NQ-HDQT-thong-qua-trien-khai-PHCP.pdf]
- [/library/pdf-text/tasco-pdf-2024-12-cbtt-nq-hdqt-thong-qua-trien-khai-phtp-va-chuyen-nhuong-von-gop-tai-anaservices.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2024-12-cbtt-nq-hdqt-thong-qua-trien-khai-phtp-va-chuyen-nhuong-von-gop-tai-anaservices.md) (824 bytes): title: Tasco (HUT) filing 2024-12: board resolution [2024-12-CBTT_NQ_HDQT_thong_qua_trien_khai_PHTP-va-chuyen-nhuong-von-gop-tai-AnaServices.pdf]
- [/library/pdf-text/tasco-pdf-2025-01-vi-baocaoquantri-2024-che-tt-sign.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2025-01-vi-baocaoquantri-2024-che-tt-sign.md) (1,703 bytes): title: Tasco (HUT) filing 2025-01: corporate governance report [2025-01-VI_BaoCaoQuanTri_2024_Che-tt-sign.pdf]
- [/library/pdf-text/tasco-pdf-2025-01-vi-baocaotaichinh-q4-2024-hn-sign.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2025-01-vi-baocaotaichinh-q4-2024-hn-sign.md) (1,288 bytes): title: Tasco (HUT) filing 2025-01: financial statements (Q4 2024, consolidated) [2025-01-VI_BaoCaoTaiChinh_Q4_2024_HN_sign.pdf]
- [/library/pdf-text/tasco-pdf-2025-01-vi-baocaotaichinh-q4-2024-r-sign.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2025-01-vi-baocaotaichinh-q4-2024-r-sign.md) (1,281 bytes): title: Tasco (HUT) filing 2025-01: financial statements (Q4 2024, separate) [2025-01-VI_BaoCaoTaiChinh_Q4_2024_R_sign.pdf]
- [/library/pdf-text/tasco-pdf-2025-03-vi-baocaotaichinh-kiemtoan-2024-bchn-sign-1.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2025-03-vi-baocaotaichinh-kiemtoan-2024-bchn-sign-1.md) (1,923 bytes): title: Tasco (HUT) filing 2025-03: financial statements (audited annual, consolidated) [2025-03-VI_BaoCaoTaiChinh_KiemToan_2024_BCHN_sign-1.pdf]
- [/library/pdf-text/tasco-pdf-2025-03-vi-baocaotaichinh-kiemtoan-2024-hut-sign.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2025-03-vi-baocaotaichinh-kiemtoan-2024-hut-sign.md) (1,428 bytes): title: Tasco (HUT) filing 2025-03: financial statements (audited annual) [2025-03-VI_BaoCaoTaiChinh_KiemToan_2024_HUT_sign.pdf]
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- [/library/pdf-text/tasco-pdf-2025-03-vi-giaitrinhlienquandenbctc-2024-sign.md](https://atlas.vad37.com/library/pdf-text/tasco-pdf-2025-03-vi-giaitrinhlienquandenbctc-2024-sign.md) (654 bytes): title: Tasco (HUT) filing 2025-03: explanation of the profit change against the prior period [2025-03-VI_GiaiTrinhLienQuanDenBCTC_2024_sign.pdf]
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- [/library/sources.md](https://atlas.vad37.com/library/sources.md) (134,146 bytes): Sources
- [/library/sources/channels/chan-01-voz-f77.md](https://atlas.vad37.com/library/sources/channels/chan-01-voz-f77.md) (1,513 bytes): url: https://voz.vn/f/xe-cac-loai.77/
- [/library/sources/channels/chan-02-otofun-forums.md](https://atlas.vad37.com/library/sources/channels/chan-02-otofun-forums.md) (1,613 bytes): url: https://www.otofun.net.vn/forums/
- [/library/sources/channels/chan-03-otosaigon-blocked.md](https://atlas.vad37.com/library/sources/channels/chan-03-otosaigon-blocked.md) (674 bytes): url: https://www.otosaigon.com/
- [/library/sources/channels/chan-04-webtretho.md](https://atlas.vad37.com/library/sources/channels/chan-04-webtretho.md) (967 bytes): url: https://www.webtretho.vn/
- [/library/sources/channels/chan-05-facebook-groups-logged-out.md](https://atlas.vad37.com/library/sources/channels/chan-05-facebook-groups-logged-out.md) (1,398 bytes): url: https://www.facebook.com/groups/baohiemoto (plus 4 other group URLs below)
- [/library/sources/channels/chan-06-of-fb-news.md](https://atlas.vad37.com/library/sources/channels/chan-06-of-fb-news.md) (893 bytes): url: https://tuoitre.vn/otofun.html ; https://viettimes.vn/group-otofun-tren-facebook-dot-nhien-bien-mat-post25983.html
- [/library/sources/channels/chan-07-threads-api.md](https://atlas.vad37.com/library/sources/channels/chan-07-threads-api.md) (962 bytes): url: https://developers.facebook.com/docs/threads/keyword-search ; /docs/threads/overview
- [/library/sources/channels/chan-08-threads-search.md](https://atlas.vad37.com/library/sources/channels/chan-08-threads-search.md) (1,050 bytes): url: https://www.threads.com/search?q=bảo%20hiểm%20ô%20tô
- [/library/sources/channels/chan-09-tiktok-research-api.md](https://atlas.vad37.com/library/sources/channels/chan-09-tiktok-research-api.md) (999 bytes): url: https://developers.tiktok.com/doc/research-api-faq ; https://developers.tiktok.com/products/research-api/
- [/library/sources/channels/chan-10-youtube.md](https://atlas.vad37.com/library/sources/channels/chan-10-youtube.md) (1,178 bytes): url: https://developers.google.com/youtube/v3/determine_quota_cost ; https://www.youtube.com/results?search_query=bảo+hiểm+ô+tô
- [/library/sources/channels/chan-11-meta-content-library.md](https://atlas.vad37.com/library/sources/channels/chan-11-meta-content-library.md) (1,198 bytes): url: https://transparency.meta.com/researchtools/meta-content-library
- [/library/sources/channels/chan-12-fb-groups-api.md](https://atlas.vad37.com/library/sources/channels/chan-12-fb-groups-api.md) (816 bytes): url: https://help.zoho.com/portal/en/community/topic/discontinuing-facebook-groups-due-to-api-deprecation ; https://www.gigazine.net/gsc_news/en/20240206-meta-c
- [/library/sources/channels/chan-13-apify-meta-tos.md](https://atlas.vad37.com/library/sources/channels/chan-13-apify-meta-tos.md) (800 bytes): url: https://apify.com/apify/facebook-groups-scraper ; https://www.facebook.com/terms.php
- [/library/sources/channels/chan-14-x-api.md](https://atlas.vad37.com/library/sources/channels/chan-14-x-api.md) (577 bytes): url: https://docs.x.com/x-api/getting-started/pricing
- [/library/sources/channels/chan-15-app-store-counts.md](https://atlas.vad37.com/library/sources/channels/chan-15-app-store-counts.md) (1,060 bytes): url: https://itunes.apple.com/search?term=...&country=vn&entity=software ; https://play.google.com/store/search?q=VETC&c=apps&hl=vi
- [/library/sources/channels/chan-16-napoleoncat-fb-users.md](https://atlas.vad37.com/library/sources/channels/chan-16-napoleoncat-fb-users.md) (531 bytes): url: https://stats.napoleoncat.com/facebook-users-in-viet_nam/2026/01/
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- [/library/sources/tnds-regulation/ins-02-pti-agm-2026.md](https://atlas.vad37.com/library/sources/tnds-regulation/ins-02-pti-agm-2026.md) (4,313 bytes): url: https://www.pti.com.vn/wp-content/uploads/2026/04/4.-Bao-cao-ban-dieu-hanh-2026.-EV.pdf
- [/library/sources/tnds-regulation/ins-21-vneconomy-thanhtra-xcg-2024.md](https://atlas.vad37.com/library/sources/tnds-regulation/ins-21-vneconomy-thanhtra-xcg-2024.md) (1,142 bytes): url: https://vneconomy.vn/bo-tai-chinh-sap-thanh-tra-4-doanh-nghiep-bao-hiem-phi-nhan-tho-ve-trien-khai-bao-hiem-bat-buoc-xe-co-gioi.htm
- [/library/sources/tnds-regulation/ins-27-voh-cert-dientu-csgt-2025.md](https://atlas.vad37.com/library/sources/tnds-regulation/ins-27-voh-cert-dientu-csgt-2025.md) (1,049 bytes): url: https://voh.com.vn/giao-thong/nguoi-dan-trinh-bao-hiem-xe-ban-dien-tu-khi-csgt-kiem-tra-la-hop-le-604845.html
- [/library/sources/tnds-regulation/ins-28-baodauthau-cert-dientu-2021.md](https://atlas.vad37.com/library/sources/tnds-regulation/ins-28-baodauthau-cert-dientu-2021.md) (870 bytes): url: https://baodauthau.vn/khong-lo-rach-roi-chang-lo-that-lac-vi-tu-nay-da-co-chung-nhan-bao-hiem-dien-tu-post108228.html
- [/library/sources/tnds-regulation/ins-31-hoatieu-phat-tnds.md](https://atlas.vad37.com/library/sources/tnds-regulation/ins-31-hoatieu-phat-tnds.md) (712 bytes): url: https://hoatieu.vn/phap-luat/muc-phat-xe-o-to-xe-may-khong-co-bao-hiem-198394
- [/library/sources/tnds-regulation/ins-34-momo-tnds.md](https://atlas.vad37.com/library/sources/tnds-regulation/ins-34-momo-tnds.md) (701 bytes): url: https://www.momo.vn/bao-hiem-o-to/bat-buoc
- [/library/sources/tnds-regulation/ins-35-search-nd67-summary.md](https://atlas.vad37.com/library/sources/tnds-regulation/ins-35-search-nd67-summary.md) (828 bytes): url: search: Nghị định 67/2023/NĐ-CP ... mức trách nhiệm phí
- [/library/sources/tnds-regulation/ins-52-search-motorbike-tnds-mof.md](https://atlas.vad37.com/library/sources/tnds-regulation/ins-52-search-motorbike-tnds-mof.md) (864 bytes): url: search: Bộ Tài chính phản hồi kiến nghị bảo hiểm xe máy bắt buộc
- [/library/sources/tnds-regulation/ins-53-qlda-nd220-motor.md](https://atlas.vad37.com/library/sources/tnds-regulation/ins-53-qlda-nd220-motor.md) (1,163 bytes): url: https://qlda.gxd.vn/van-ban/bao-hiem/nghi-dinh-220-2026.html
- [/library/sources/tnds-regulation/ins-57-search-ecert-vneid.md](https://atlas.vad37.com/library/sources/tnds-regulation/ins-57-search-ecert-vneid.md) (1,515 bytes): url: search: giấy chứng nhận bảo hiểm điện tử; VNeID TNDS
- [/library/sources/tnds-regulation/ins-58-search-circulars.md](https://atlas.vad37.com/library/sources/tnds-regulation/ins-58-search-circulars.md) (1,315 bytes): url: search: thông tư hướng dẫn NĐ 67/2023; Luật KDBH 08/2022
- [/library/sources/tnds-regulation/ins-59-nd220-2026-chinhphu-luatvietnam-browser.md](https://atlas.vad37.com/library/sources/tnds-regulation/ins-59-nd220-2026-chinhphu-luatvietnam-browser.md) (5,471 bytes): url: https://vanban.chinhphu.vn/?pageid=27160&docid=218555 ; https://datafiles.chinhphu.vn/cpp/files/vbpq/2026/6/220-ndcp.signed.pdf ; https://luatvietnam.vn/xa
- [/library/sources/tnds-regulation/ins-62-iav-nonlife-2026-08-browser.md](https://atlas.vad37.com/library/sources/tnds-regulation/ins-62-iav-nonlife-2026-08-browser.md) (2,150 bytes): url: https://iav.vn/vong-quanh-thi-truong/345340-tong-quan-thi-truong-bao-hiem-phi-nhan-tho-luy-ke-den-3182026

## Research notes

- [/notes/context/vetc-tnds-insurance-vn.md](https://atlas.vad37.com/notes/context/vetc-tnds-insurance-vn.md) (21,470 bytes): VETC TNDS Insurance in Vietnam
- [/notes/report/atlas-insight-brief-2026-10-15.md](https://atlas.vad37.com/notes/report/atlas-insight-brief-2026-10-15.md) (96,984 bytes): Atlas Insight: the full brief behind every deck and memo (2026-10-15)
- [/notes/report/atlas-metrics-2026-10-13.md](https://atlas.vad37.com/notes/report/atlas-metrics-2026-10-13.md) (13,105 bytes): Atlas key metrics: what the corpus holds and what the V1.5 map shows (2026-10-13)
- [/notes/report/cost-memo-2026-10-12.md](https://atlas.vad37.com/notes/report/cost-memo-2026-10-12.md) (20,793 bytes): Cost memo: full build and LLM labelling, decisions before "go" (2026-10-12)
- [/notes/report/deck-2026-10-15/QA.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/QA.md) (8,187 bytes): QA: Atlas Insight deck, memo and appendix (rework to rules v2 and narrative v3)
- [/notes/report/deck-2026-10-15/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/README.md) (17,385 bytes): Deck catalogue, 2026-10-15
- [/notes/report/deck-2026-10-15/atlas-insight-memo-2026-10-15.txt](https://atlas.vad37.com/notes/report/deck-2026-10-15/atlas-insight-memo-2026-10-15.txt) (1,615 bytes): Text file: atlas-insight-memo-2026-10-15.txt
- [/notes/report/deck-2026-10-15/img/hero-map-crop.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/img/hero-map-crop.png) (32,742 bytes): Image: hero map crop
- [/notes/report/deck-2026-10-15/img/stories-crop.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/img/stories-crop.png) (32,829 bytes): Image: stories crop
- [/notes/report/deck-2026-10-15/preview/deck-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/preview/deck-01.png) (42,655 bytes): Image: deck 01
- [/notes/report/deck-2026-10-15/preview/deck-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/preview/deck-02.png) (82,264 bytes): Image: deck 02
- [/notes/report/deck-2026-10-15/preview/deck-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/preview/deck-03.png) (79,796 bytes): Image: deck 03
- [/notes/report/deck-2026-10-15/preview/deck-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/preview/deck-04.png) (59,072 bytes): Image: deck 04
- [/notes/report/deck-2026-10-15/preview/deck-05.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/preview/deck-05.png) (70,865 bytes): Image: deck 05
- [/notes/report/deck-2026-10-15/preview/deck-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/preview/deck-06.png) (39,994 bytes): Image: deck 06
- [/notes/report/deck-2026-10-15/preview/deck-07.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/preview/deck-07.png) (176,776 bytes): Image: deck 07
- [/notes/report/deck-2026-10-15/preview/deck-08.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/preview/deck-08.png) (54,756 bytes): Image: deck 08
- [/notes/report/deck-2026-10-15/preview/deck-09.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/preview/deck-09.png) (53,766 bytes): Image: deck 09
- [/notes/report/deck-2026-10-15/preview/deck-10.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/preview/deck-10.png) (49,608 bytes): Image: deck 10
- [/notes/report/deck-2026-10-15/preview/deck-11.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/preview/deck-11.png) (35,219 bytes): Image: deck 11
- [/notes/report/deck-2026-10-15/preview/deck-12.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/preview/deck-12.png) (45,946 bytes): Image: deck 12
- [/notes/report/deck-2026-10-15/preview/memo-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/preview/memo-01.png) (141,350 bytes): Image: memo 01
- [/notes/report/deck-2026-10-15/v2-root/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/v2-root/CHANGES.md) (9,135 bytes): v2-root: changes to the root deck (v0) and memo
- [/notes/report/deck-2026-10-15/v2-root/atlas-insight-memo-2026-10-15.txt](https://atlas.vad37.com/notes/report/deck-2026-10-15/v2-root/atlas-insight-memo-2026-10-15.txt) (1,525 bytes): Text file: atlas-insight-memo-2026-10-15.txt
- [/notes/report/deck-2026-10-15/v2-root/img/hero-map-crop.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/v2-root/img/hero-map-crop.png) (32,742 bytes): Image: hero map crop
- [/notes/report/deck-2026-10-15/v2-root/img/stories-crop.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/v2-root/img/stories-crop.png) (32,829 bytes): Image: stories crop
- [/notes/report/deck-2026-10-15/v2-root/preview/deck-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/v2-root/preview/deck-01.png) (42,655 bytes): Image: deck 01
- [/notes/report/deck-2026-10-15/v2-root/preview/deck-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/v2-root/preview/deck-02.png) (88,720 bytes): Image: deck 02
- [/notes/report/deck-2026-10-15/v2-root/preview/deck-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/v2-root/preview/deck-03.png) (113,370 bytes): Image: deck 03
- [/notes/report/deck-2026-10-15/v2-root/preview/deck-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/v2-root/preview/deck-04.png) (74,789 bytes): Image: deck 04
- [/notes/report/deck-2026-10-15/v2-root/preview/deck-05.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/v2-root/preview/deck-05.png) (84,049 bytes): Image: deck 05
- [/notes/report/deck-2026-10-15/v2-root/preview/deck-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/v2-root/preview/deck-06.png) (40,191 bytes): Image: deck 06
- [/notes/report/deck-2026-10-15/v2-root/preview/deck-07.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/v2-root/preview/deck-07.png) (179,905 bytes): Image: deck 07
- [/notes/report/deck-2026-10-15/v2-root/preview/deck-08.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/v2-root/preview/deck-08.png) (71,181 bytes): Image: deck 08
- [/notes/report/deck-2026-10-15/v2-root/preview/deck-09.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/v2-root/preview/deck-09.png) (56,140 bytes): Image: deck 09
- [/notes/report/deck-2026-10-15/v2-root/preview/deck-10.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/v2-root/preview/deck-10.png) (49,608 bytes): Image: deck 10
- [/notes/report/deck-2026-10-15/v2-root/preview/deck-11.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/v2-root/preview/deck-11.png) (78,940 bytes): Image: deck 11
- [/notes/report/deck-2026-10-15/v2-root/preview/deck-12.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/v2-root/preview/deck-12.png) (48,102 bytes): Image: deck 12
- [/notes/report/deck-2026-10-15/v2-root/preview/memo-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/v2-root/preview/memo-01.png) (145,008 bytes): Image: memo 01
- [/notes/report/deck-2026-10-15/vA-decision-brief/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vA-decision-brief/README.md) (7,560 bytes): Deck version A: the five-slide decision brief
- [/notes/report/deck-2026-10-15/vA-decision-brief/img/map-claims-crop.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vA-decision-brief/img/map-claims-crop.png) (301,602 bytes): Image: map claims crop
- [/notes/report/deck-2026-10-15/vA-decision-brief/preview/vA-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vA-decision-brief/preview/vA-01.png) (79,003 bytes): Image: vA 01
- [/notes/report/deck-2026-10-15/vA-decision-brief/preview/vA-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vA-decision-brief/preview/vA-02.png) (678,082 bytes): Image: vA 02
- [/notes/report/deck-2026-10-15/vA-decision-brief/preview/vA-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vA-decision-brief/preview/vA-03.png) (106,932 bytes): Image: vA 03
- [/notes/report/deck-2026-10-15/vA-decision-brief/preview/vA-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vA-decision-brief/preview/vA-04.png) (73,095 bytes): Image: vA 04
- [/notes/report/deck-2026-10-15/vA-decision-brief/preview/vA-05.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vA-decision-brief/preview/vA-05.png) (77,159 bytes): Image: vA 05
- [/notes/report/deck-2026-10-15/vA-decision-brief/v2/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vA-decision-brief/v2/CHANGES.md) (7,534 bytes): vA-decision-brief v2: changes
- [/notes/report/deck-2026-10-15/vA-decision-brief/v2/img/map-clean-paper.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vA-decision-brief/v2/img/map-clean-paper.png) (1,421,374 bytes): Image: map clean paper
- [/notes/report/deck-2026-10-15/vA-decision-brief/v2/preview/vA-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vA-decision-brief/v2/preview/vA-01.png) (66,875 bytes): Image: vA 01
- [/notes/report/deck-2026-10-15/vA-decision-brief/v2/preview/vA-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vA-decision-brief/v2/preview/vA-02.png) (317,175 bytes): Image: vA 02
- [/notes/report/deck-2026-10-15/vA-decision-brief/v2/preview/vA-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vA-decision-brief/v2/preview/vA-03.png) (121,848 bytes): Image: vA 03
- [/notes/report/deck-2026-10-15/vA-decision-brief/v2/preview/vA-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vA-decision-brief/v2/preview/vA-04.png) (82,505 bytes): Image: vA 04
- [/notes/report/deck-2026-10-15/vA-decision-brief/v2/preview/vA-05.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vA-decision-brief/v2/preview/vA-05.png) (87,175 bytes): Image: vA 05
- [/notes/report/deck-2026-10-15/vB-single-slide/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/README.md) (6,198 bytes): Deck version B: one-page poster + 3-slide micro deck
- [/notes/report/deck-2026-10-15/vB-single-slide/img/i-assistant.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/img/i-assistant.png) (4,796 bytes): Image: i assistant
- [/notes/report/deck-2026-10-15/vB-single-slide/img/i-doc.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/img/i-doc.png) (4,303 bytes): Image: i doc
- [/notes/report/deck-2026-10-15/vB-single-slide/img/i-map.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/img/i-map.png) (9,047 bytes): Image: i map
- [/notes/report/deck-2026-10-15/vB-single-slide/img/i-plug.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/img/i-plug.png) (3,019 bytes): Image: i plug
- [/notes/report/deck-2026-10-15/vB-single-slide/img/i-posts.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/img/i-posts.png) (4,155 bytes): Image: i posts
- [/notes/report/deck-2026-10-15/vB-single-slide/img/i-tags.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/img/i-tags.png) (4,246 bytes): Image: i tags
- [/notes/report/deck-2026-10-15/vB-single-slide/img/map-crop.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/img/map-crop.png) (931,704 bytes): Image: map crop
- [/notes/report/deck-2026-10-15/vB-single-slide/preview/micro-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/preview/micro-01.png) (374,169 bytes): Image: micro 01
- [/notes/report/deck-2026-10-15/vB-single-slide/preview/micro-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/preview/micro-02.png) (55,907 bytes): Image: micro 02
- [/notes/report/deck-2026-10-15/vB-single-slide/preview/micro-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/preview/micro-03.png) (59,602 bytes): Image: micro 03
- [/notes/report/deck-2026-10-15/vB-single-slide/preview/poster-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/preview/poster-01.png) (272,348 bytes): Image: poster 01
- [/notes/report/deck-2026-10-15/vB-single-slide/v2/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/v2/CHANGES.md) (7,148 bytes): vB-single-slide v2: changes
- [/notes/report/deck-2026-10-15/vB-single-slide/v2/img/i-assistant.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/v2/img/i-assistant.png) (4,796 bytes): Image: i assistant
- [/notes/report/deck-2026-10-15/vB-single-slide/v2/img/i-posts.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/v2/img/i-posts.png) (4,155 bytes): Image: i posts
- [/notes/report/deck-2026-10-15/vB-single-slide/v2/preview/micro-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/v2/preview/micro-01.png) (60,009 bytes): Image: micro 01
- [/notes/report/deck-2026-10-15/vB-single-slide/v2/preview/micro-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/v2/preview/micro-02.png) (68,004 bytes): Image: micro 02
- [/notes/report/deck-2026-10-15/vB-single-slide/v2/preview/micro-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/v2/preview/micro-03.png) (59,901 bytes): Image: micro 03
- [/notes/report/deck-2026-10-15/vB-single-slide/v2/preview/poster-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vB-single-slide/v2/preview/poster-01.png) (166,694 bytes): Image: poster 01
- [/notes/report/deck-2026-10-15/vC-business-owner/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/README.md) (9,288 bytes): Deck version C: "Stop building what nobody asked for"
- [/notes/report/deck-2026-10-15/vC-business-owner/img/map-crop.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/img/map-crop.png) (380,966 bytes): Image: map crop
- [/notes/report/deck-2026-10-15/vC-business-owner/preview/vC-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/preview/vC-01.png) (70,269 bytes): Image: vC 01
- [/notes/report/deck-2026-10-15/vC-business-owner/preview/vC-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/preview/vC-02.png) (70,607 bytes): Image: vC 02
- [/notes/report/deck-2026-10-15/vC-business-owner/preview/vC-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/preview/vC-03.png) (91,336 bytes): Image: vC 03
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- [/notes/report/deck-2026-10-15/vC-business-owner/preview/vC-05.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/preview/vC-05.png) (91,400 bytes): Image: vC 05
- [/notes/report/deck-2026-10-15/vC-business-owner/preview/vC-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/preview/vC-06.png) (73,164 bytes): Image: vC 06
- [/notes/report/deck-2026-10-15/vC-business-owner/preview/vC-07.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/preview/vC-07.png) (97,542 bytes): Image: vC 07
- [/notes/report/deck-2026-10-15/vC-business-owner/preview/vC-08.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/preview/vC-08.png) (72,681 bytes): Image: vC 08
- [/notes/report/deck-2026-10-15/vC-business-owner/v2/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/v2/CHANGES.md) (1,780 bytes): vC v2 changes
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- [/notes/report/deck-2026-10-15/vC-business-owner/v2/preview/vC-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/v2/preview/vC-01.png) (70,269 bytes): Image: vC 01
- [/notes/report/deck-2026-10-15/vC-business-owner/v2/preview/vC-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/v2/preview/vC-02.png) (70,607 bytes): Image: vC 02
- [/notes/report/deck-2026-10-15/vC-business-owner/v2/preview/vC-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/v2/preview/vC-03.png) (91,336 bytes): Image: vC 03
- [/notes/report/deck-2026-10-15/vC-business-owner/v2/preview/vC-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/v2/preview/vC-04.png) (325,547 bytes): Image: vC 04
- [/notes/report/deck-2026-10-15/vC-business-owner/v2/preview/vC-05.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/v2/preview/vC-05.png) (98,593 bytes): Image: vC 05
- [/notes/report/deck-2026-10-15/vC-business-owner/v2/preview/vC-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/v2/preview/vC-06.png) (74,346 bytes): Image: vC 06
- [/notes/report/deck-2026-10-15/vC-business-owner/v2/preview/vC-07.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/v2/preview/vC-07.png) (93,025 bytes): Image: vC 07
- [/notes/report/deck-2026-10-15/vC-business-owner/v2/preview/vC-08.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/v2/preview/vC-08.png) (66,900 bytes): Image: vC 08
- [/notes/report/deck-2026-10-15/vC-business-owner/v3/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/v3/CHANGES.md) (2,156 bytes): vC v2 changes
- [/notes/report/deck-2026-10-15/vC-business-owner/v3/img/map-crop.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/v3/img/map-crop.png) (113,687 bytes): Image: map crop
- [/notes/report/deck-2026-10-15/vC-business-owner/v3/preview/vC-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/v3/preview/vC-01.png) (70,269 bytes): Image: vC 01
- [/notes/report/deck-2026-10-15/vC-business-owner/v3/preview/vC-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/v3/preview/vC-02.png) (70,607 bytes): Image: vC 02
- [/notes/report/deck-2026-10-15/vC-business-owner/v3/preview/vC-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/v3/preview/vC-03.png) (89,641 bytes): Image: vC 03
- [/notes/report/deck-2026-10-15/vC-business-owner/v3/preview/vC-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/v3/preview/vC-04.png) (325,547 bytes): Image: vC 04
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- [/notes/report/deck-2026-10-15/vC-business-owner/v3/preview/vC-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/v3/preview/vC-06.png) (74,346 bytes): Image: vC 06
- [/notes/report/deck-2026-10-15/vC-business-owner/v3/preview/vC-07.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-business-owner/v3/preview/vC-07.png) (93,025 bytes): Image: vC 07
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- [/notes/report/deck-2026-10-15/vC-charts/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-charts/README.md) (1,119 bytes): vC-charts: five charts, one takeaway each
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- [/notes/report/deck-2026-10-15/vC-charts/preview/s5.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-charts/preview/s5.png) (73,911 bytes): Image: s5
- [/notes/report/deck-2026-10-15/vC-charts/v2/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-charts/v2/CHANGES.md) (5,880 bytes): vC-charts v2: changes against gate 3 (2026-10-15)
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- [/notes/report/deck-2026-10-15/vC-charts/v2/preview/s3.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-charts/v2/preview/s3.png) (110,001 bytes): Image: s3
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- [/notes/report/deck-2026-10-15/vC-charts/v2/preview/s5.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vC-charts/v2/preview/s5.png) (207,637 bytes): Image: s5
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- [/notes/report/deck-2026-10-15/vD-product-demo/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/README.md) (6,925 bytes): Deck D: "Day one with your assistant"
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- [/notes/report/deck-2026-10-15/vD-product-demo/img/card-channels.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/img/card-channels.png) (142,300 bytes): Image: card channels
- [/notes/report/deck-2026-10-15/vD-product-demo/img/card-paperwork.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/img/card-paperwork.png) (122,069 bytes): Image: card paperwork
- [/notes/report/deck-2026-10-15/vD-product-demo/img/card-switch.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/img/card-switch.png) (126,311 bytes): Image: card switch
- [/notes/report/deck-2026-10-15/vD-product-demo/img/connect.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/img/connect.png) (618,817 bytes): Image: connect
- [/notes/report/deck-2026-10-15/vD-product-demo/img/monday.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/img/monday.png) (97,463 bytes): Image: monday
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- [/notes/report/deck-2026-10-15/vD-product-demo/preview/slide-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/preview/slide-01.png) (146,707 bytes): Image: slide 01
- [/notes/report/deck-2026-10-15/vD-product-demo/preview/slide-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/preview/slide-02.png) (400,776 bytes): Image: slide 02
- [/notes/report/deck-2026-10-15/vD-product-demo/preview/slide-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/preview/slide-03.png) (149,731 bytes): Image: slide 03
- [/notes/report/deck-2026-10-15/vD-product-demo/preview/slide-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/preview/slide-04.png) (150,249 bytes): Image: slide 04
- [/notes/report/deck-2026-10-15/vD-product-demo/preview/slide-05.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/preview/slide-05.png) (159,860 bytes): Image: slide 05
- [/notes/report/deck-2026-10-15/vD-product-demo/preview/slide-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/preview/slide-06.png) (149,478 bytes): Image: slide 06
- [/notes/report/deck-2026-10-15/vD-product-demo/preview/slide-07.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/preview/slide-07.png) (112,257 bytes): Image: slide 07
- [/notes/report/deck-2026-10-15/vD-product-demo/src/card-calls.html](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/src/card-calls.html) (4,954 bytes): Page.
- [/notes/report/deck-2026-10-15/vD-product-demo/src/card-channels.html](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/src/card-channels.html) (5,448 bytes): Page.
- [/notes/report/deck-2026-10-15/vD-product-demo/src/card-paperwork.html](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/src/card-paperwork.html) (4,959 bytes): Page.
- [/notes/report/deck-2026-10-15/vD-product-demo/src/card-switch.html](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/src/card-switch.html) (4,849 bytes): Page.
- [/notes/report/deck-2026-10-15/vD-product-demo/src/connect.html](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/src/connect.html) (5,568 bytes): Page.
- [/notes/report/deck-2026-10-15/vD-product-demo/src/monday.html](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/src/monday.html) (4,903 bytes): Page.
- [/notes/report/deck-2026-10-15/vD-product-demo/src/open.html](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/src/open.html) (4,965 bytes): Page.
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/CHANGES.md) (6,129 bytes): vD-product-demo v2: changes
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/img/agent.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/img/agent.png) (494,939 bytes): Image: agent
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/img/board.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/img/board.png) (138,215 bytes): Image: board
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/img/card-calls.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/img/card-calls.png) (91,579 bytes): Image: card calls
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/img/card-channels.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/img/card-channels.png) (107,725 bytes): Image: card channels
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/img/card-paperwork.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/img/card-paperwork.png) (97,851 bytes): Image: card paperwork
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/img/card-switch.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/img/card-switch.png) (87,588 bytes): Image: card switch
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/img/open.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/img/open.png) (96,362 bytes): Image: open
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/preview/slide-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/preview/slide-01.png) (143,353 bytes): Image: slide 01
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/preview/slide-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/preview/slide-02.png) (384,626 bytes): Image: slide 02
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/preview/slide-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/preview/slide-03.png) (122,848 bytes): Image: slide 03
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/preview/slide-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/preview/slide-04.png) (121,429 bytes): Image: slide 04
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/preview/slide-05.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/preview/slide-05.png) (137,574 bytes): Image: slide 05
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/preview/slide-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/preview/slide-06.png) (113,066 bytes): Image: slide 06
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/preview/slide-07.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/preview/slide-07.png) (147,664 bytes): Image: slide 07
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/src/agent.html](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/src/agent.html) (4,874 bytes): Page.
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/src/board.html](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/src/board.html) (5,369 bytes): Page.
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/src/card-calls.html](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/src/card-calls.html) (4,503 bytes): Page.
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/src/card-channels.html](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/src/card-channels.html) (5,195 bytes): Page.
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/src/card-paperwork.html](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/src/card-paperwork.html) (4,607 bytes): Page.
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/src/card-switch.html](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/src/card-switch.html) (4,460 bytes): Page.
- [/notes/report/deck-2026-10-15/vD-product-demo/v2/src/open.html](https://atlas.vad37.com/notes/report/deck-2026-10-15/vD-product-demo/v2/src/open.html) (5,018 bytes): Page.
- [/notes/report/deck-2026-10-15/vE-journalist/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vE-journalist/README.md) (6,638 bytes): vE-journalist: "What car owners told each other about insurance"
- [/notes/report/deck-2026-10-15/vE-journalist/img/map-crop.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vE-journalist/img/map-crop.png) (198,779 bytes): Image: map crop
- [/notes/report/deck-2026-10-15/vE-journalist/preview/page-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vE-journalist/preview/page-01.png) (165,767 bytes): Image: page 01
- [/notes/report/deck-2026-10-15/vE-journalist/preview/page-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vE-journalist/preview/page-02.png) (155,695 bytes): Image: page 02
- [/notes/report/deck-2026-10-15/vE-journalist/preview/page-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vE-journalist/preview/page-03.png) (153,665 bytes): Image: page 03
- [/notes/report/deck-2026-10-15/vE-journalist/preview/page-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vE-journalist/preview/page-04.png) (140,988 bytes): Image: page 04
- [/notes/report/deck-2026-10-15/vE-journalist/preview/page-05.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vE-journalist/preview/page-05.png) (151,899 bytes): Image: page 05
- [/notes/report/deck-2026-10-15/vE-journalist/preview/page-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vE-journalist/preview/page-06.png) (277,969 bytes): Image: page 06
- [/notes/report/deck-2026-10-15/vE-journalist/v2/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vE-journalist/v2/CHANGES.md) (6,365 bytes): vE-journalist v2: changes from v1
- [/notes/report/deck-2026-10-15/vE-journalist/v2/img/map-crop.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vE-journalist/v2/img/map-crop.png) (198,779 bytes): Image: map crop
- [/notes/report/deck-2026-10-15/vE-journalist/v2/preview/page-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vE-journalist/v2/preview/page-01.png) (166,974 bytes): Image: page 01
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- [/notes/report/deck-2026-10-15/vF-investor/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vF-investor/README.md) (5,166 bytes): vF-investor: 8-slide seed deck (2026-10-15)
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- [/notes/report/deck-2026-10-15/vF-investor/v2/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vF-investor/v2/CHANGES.md) (6,995 bytes): vF-investor v2: changes (2026-10-15)
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- [/notes/report/deck-2026-10-15/vG-regulator/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vG-regulator/README.md) (5,863 bytes): vG-regulator: five-slide policy brief
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- [/notes/report/deck-2026-10-15/vG-regulator/v2/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vG-regulator/v2/CHANGES.md) (7,390 bytes): vG-regulator v2: changes
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- [/notes/report/deck-2026-10-15/vH-insurer-ceo/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vH-insurer-ceo/README.md) (4,922 bytes): vH: insurer CEO board deck (2026-10-15)
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- [/notes/report/deck-2026-10-15/vH-insurer-ceo/v2/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vH-insurer-ceo/v2/CHANGES.md) (6,530 bytes): vH-insurer-ceo v2: changes (2026-10-15)
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- [/notes/report/deck-2026-10-15/vH-insurer-ceo/v3/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vH-insurer-ceo/v3/CHANGES.md) (6,803 bytes): vH-insurer-ceo v2: changes (2026-10-15)
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- [/notes/report/deck-2026-10-15/vI-engineer/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vI-engineer/README.md) (5,713 bytes): vI-engineer: meetup deck for engineers and data scientists (2026-10-15)
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- [/notes/report/deck-2026-10-15/vI-engineer/transcript-2026-10-15.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vI-engineer/transcript-2026-10-15.md) (5,294 bytes): Live connector transcript, 2026-10-15 (measured-by-us)
- [/notes/report/deck-2026-10-15/vI-engineer/v2/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vI-engineer/v2/CHANGES.md) (5,594 bytes): vI-engineer v2: changes (2026-10-15)
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- [/notes/report/deck-2026-10-15/vI-engineer/v2/transcript-2026-10-15.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vI-engineer/v2/transcript-2026-10-15.md) (5,294 bytes): Live connector transcript, 2026-10-15 (measured-by-us)
- [/notes/report/deck-2026-10-15/vJ-car-owner/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vJ-car-owner/README.md) (4,337 bytes): vJ: car-owner guide (5 slides)
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- [/notes/report/deck-2026-10-15/vJ-car-owner/v2/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vJ-car-owner/v2/CHANGES.md) (1,659 bytes): vJ-car-owner v2 changes (2026-10-15)
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- [/notes/report/deck-2026-10-15/vK-lecture/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vK-lecture/README.md) (5,637 bytes): vK-lecture: "Evidence or opinion: how product decisions really get made"
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- [/notes/report/deck-2026-10-15/vK-lecture/preview/slide-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vK-lecture/preview/slide-06.png) (162,410 bytes): Image: slide 06
- [/notes/report/deck-2026-10-15/vK-lecture/preview/slide-07.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vK-lecture/preview/slide-07.png) (166,000 bytes): Image: slide 07
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- [/notes/report/deck-2026-10-15/vK-lecture/preview/slide-09.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vK-lecture/preview/slide-09.png) (97,395 bytes): Image: slide 09
- [/notes/report/deck-2026-10-15/vK-lecture/preview/slide-10.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vK-lecture/preview/slide-10.png) (124,237 bytes): Image: slide 10
- [/notes/report/deck-2026-10-15/vK-lecture/v2/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vK-lecture/v2/CHANGES.md) (6,385 bytes): vK-lecture v2: changes from v1
- [/notes/report/deck-2026-10-15/vK-lecture/v2/preview/slide-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vK-lecture/v2/preview/slide-01.png) (66,678 bytes): Image: slide 01
- [/notes/report/deck-2026-10-15/vK-lecture/v2/preview/slide-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vK-lecture/v2/preview/slide-02.png) (124,665 bytes): Image: slide 02
- [/notes/report/deck-2026-10-15/vK-lecture/v2/preview/slide-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vK-lecture/v2/preview/slide-03.png) (141,367 bytes): Image: slide 03
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- [/notes/report/deck-2026-10-15/vK-lecture/v2/preview/slide-10.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vK-lecture/v2/preview/slide-10.png) (116,988 bytes): Image: slide 10
- [/notes/report/deck-2026-10-15/vL-storyboard/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/README.md) (6,099 bytes): vL-storyboard: "Look before you build" in eight panels
- [/notes/report/deck-2026-10-15/vL-storyboard/assets/map-crop.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/assets/map-crop.png) (873,662 bytes): Image: map crop
- [/notes/report/deck-2026-10-15/vL-storyboard/preview/panel-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/preview/panel-01.png) (53,246 bytes): Image: panel 01
- [/notes/report/deck-2026-10-15/vL-storyboard/preview/panel-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/preview/panel-02.png) (42,619 bytes): Image: panel 02
- [/notes/report/deck-2026-10-15/vL-storyboard/preview/panel-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/preview/panel-03.png) (48,717 bytes): Image: panel 03
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- [/notes/report/deck-2026-10-15/vL-storyboard/v2/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v2/CHANGES.md) (1,570 bytes): vL-storyboard v2: changes
- [/notes/report/deck-2026-10-15/vL-storyboard/v2/assets/map-crop.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v2/assets/map-crop.png) (873,662 bytes): Image: map crop
- [/notes/report/deck-2026-10-15/vL-storyboard/v2/preview/panel-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v2/preview/panel-01.png) (56,259 bytes): Image: panel 01
- [/notes/report/deck-2026-10-15/vL-storyboard/v2/preview/panel-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v2/preview/panel-02.png) (45,605 bytes): Image: panel 02
- [/notes/report/deck-2026-10-15/vL-storyboard/v2/preview/panel-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v2/preview/panel-03.png) (48,717 bytes): Image: panel 03
- [/notes/report/deck-2026-10-15/vL-storyboard/v2/preview/panel-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v2/preview/panel-04.png) (417,350 bytes): Image: panel 04
- [/notes/report/deck-2026-10-15/vL-storyboard/v2/preview/panel-05.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v2/preview/panel-05.png) (41,396 bytes): Image: panel 05
- [/notes/report/deck-2026-10-15/vL-storyboard/v2/preview/panel-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v2/preview/panel-06.png) (70,458 bytes): Image: panel 06
- [/notes/report/deck-2026-10-15/vL-storyboard/v2/preview/panel-07.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v2/preview/panel-07.png) (47,058 bytes): Image: panel 07
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- [/notes/report/deck-2026-10-15/vL-storyboard/v3/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v3/CHANGES.md) (1,888 bytes): vL-storyboard v2: changes
- [/notes/report/deck-2026-10-15/vL-storyboard/v3/assets/map-crop.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v3/assets/map-crop.png) (873,662 bytes): Image: map crop
- [/notes/report/deck-2026-10-15/vL-storyboard/v3/preview/panel-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v3/preview/panel-01.png) (56,259 bytes): Image: panel 01
- [/notes/report/deck-2026-10-15/vL-storyboard/v3/preview/panel-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v3/preview/panel-02.png) (45,605 bytes): Image: panel 02
- [/notes/report/deck-2026-10-15/vL-storyboard/v3/preview/panel-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v3/preview/panel-03.png) (48,717 bytes): Image: panel 03
- [/notes/report/deck-2026-10-15/vL-storyboard/v3/preview/panel-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v3/preview/panel-04.png) (417,350 bytes): Image: panel 04
- [/notes/report/deck-2026-10-15/vL-storyboard/v3/preview/panel-05.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v3/preview/panel-05.png) (41,396 bytes): Image: panel 05
- [/notes/report/deck-2026-10-15/vL-storyboard/v3/preview/panel-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v3/preview/panel-06.png) (70,458 bytes): Image: panel 06
- [/notes/report/deck-2026-10-15/vL-storyboard/v3/preview/panel-07.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v3/preview/panel-07.png) (47,058 bytes): Image: panel 07
- [/notes/report/deck-2026-10-15/vL-storyboard/v3/preview/panel-08.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vL-storyboard/v3/preview/panel-08.png) (78,145 bytes): Image: panel 08
- [/notes/report/deck-2026-10-15/vM-sixty-seconds/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vM-sixty-seconds/README.md) (4,921 bytes): vM-sixty-seconds
- [/notes/report/deck-2026-10-15/vM-sixty-seconds/img/map-claims.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vM-sixty-seconds/img/map-claims.png) (2,004,601 bytes): Image: map claims
- [/notes/report/deck-2026-10-15/vM-sixty-seconds/img/map-themes.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vM-sixty-seconds/img/map-themes.png) (3,022,940 bytes): Image: map themes
- [/notes/report/deck-2026-10-15/vM-sixty-seconds/preview/slide-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vM-sixty-seconds/preview/slide-01.png) (908,475 bytes): Image: slide 01
- [/notes/report/deck-2026-10-15/vM-sixty-seconds/preview/slide-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vM-sixty-seconds/preview/slide-02.png) (38,682 bytes): Image: slide 02
- [/notes/report/deck-2026-10-15/vM-sixty-seconds/preview/slide-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vM-sixty-seconds/preview/slide-03.png) (653,473 bytes): Image: slide 03
- [/notes/report/deck-2026-10-15/vM-sixty-seconds/v2/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vM-sixty-seconds/v2/CHANGES.md) (1,792 bytes): vM-sixty-seconds v2: changes
- [/notes/report/deck-2026-10-15/vM-sixty-seconds/v2/img/map-claims.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vM-sixty-seconds/v2/img/map-claims.png) (2,004,601 bytes): Image: map claims
- [/notes/report/deck-2026-10-15/vM-sixty-seconds/v2/img/map-themes.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vM-sixty-seconds/v2/img/map-themes.png) (3,022,940 bytes): Image: map themes
- [/notes/report/deck-2026-10-15/vM-sixty-seconds/v2/preview/slide-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vM-sixty-seconds/v2/preview/slide-01.png) (912,299 bytes): Image: slide 01
- [/notes/report/deck-2026-10-15/vM-sixty-seconds/v2/preview/slide-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vM-sixty-seconds/v2/preview/slide-02.png) (37,260 bytes): Image: slide 02
- [/notes/report/deck-2026-10-15/vM-sixty-seconds/v2/preview/slide-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vM-sixty-seconds/v2/preview/slide-03.png) (666,264 bytes): Image: slide 03
- [/notes/report/deck-2026-10-15/vO-service-pitch/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/README.md) (5,536 bytes): vO: "Check before you build", a service pitch (2026-10-15)
- [/notes/report/deck-2026-10-15/vO-service-pitch/preview/slide-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/preview/slide-01.png) (109,947 bytes): Image: slide 01
- [/notes/report/deck-2026-10-15/vO-service-pitch/preview/slide-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/preview/slide-02.png) (129,325 bytes): Image: slide 02
- [/notes/report/deck-2026-10-15/vO-service-pitch/preview/slide-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/preview/slide-03.png) (156,673 bytes): Image: slide 03
- [/notes/report/deck-2026-10-15/vO-service-pitch/preview/slide-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/preview/slide-04.png) (138,596 bytes): Image: slide 04
- [/notes/report/deck-2026-10-15/vO-service-pitch/preview/slide-05.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/preview/slide-05.png) (108,207 bytes): Image: slide 05
- [/notes/report/deck-2026-10-15/vO-service-pitch/preview/slide-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/preview/slide-06.png) (122,089 bytes): Image: slide 06
- [/notes/report/deck-2026-10-15/vO-service-pitch/preview/slide-07.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/preview/slide-07.png) (86,626 bytes): Image: slide 07
- [/notes/report/deck-2026-10-15/vO-service-pitch/v2/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/v2/CHANGES.md) (6,304 bytes): vO "Check before you build", v2 changes (2026-10-15)
- [/notes/report/deck-2026-10-15/vO-service-pitch/v2/preview/slide-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/v2/preview/slide-01.png) (78,994 bytes): Image: slide 01
- [/notes/report/deck-2026-10-15/vO-service-pitch/v2/preview/slide-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/v2/preview/slide-02.png) (66,573 bytes): Image: slide 02
- [/notes/report/deck-2026-10-15/vO-service-pitch/v2/preview/slide-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/v2/preview/slide-03.png) (85,506 bytes): Image: slide 03
- [/notes/report/deck-2026-10-15/vO-service-pitch/v2/preview/slide-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/v2/preview/slide-04.png) (59,802 bytes): Image: slide 04
- [/notes/report/deck-2026-10-15/vO-service-pitch/v2/preview/slide-05.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/v2/preview/slide-05.png) (73,165 bytes): Image: slide 05
- [/notes/report/deck-2026-10-15/vO-service-pitch/v2/preview/slide-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/v2/preview/slide-06.png) (66,414 bytes): Image: slide 06
- [/notes/report/deck-2026-10-15/vO-service-pitch/v2/preview/slide-07.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/v2/preview/slide-07.png) (57,447 bytes): Image: slide 07
- [/notes/report/deck-2026-10-15/vO-service-pitch/v3/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/v3/CHANGES.md) (6,637 bytes): vO "Check before you build", v2 changes (2026-10-15)
- [/notes/report/deck-2026-10-15/vO-service-pitch/v3/preview/slide-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/v3/preview/slide-01.png) (78,994 bytes): Image: slide 01
- [/notes/report/deck-2026-10-15/vO-service-pitch/v3/preview/slide-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/v3/preview/slide-02.png) (66,573 bytes): Image: slide 02
- [/notes/report/deck-2026-10-15/vO-service-pitch/v3/preview/slide-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/v3/preview/slide-03.png) (87,052 bytes): Image: slide 03
- [/notes/report/deck-2026-10-15/vO-service-pitch/v3/preview/slide-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/v3/preview/slide-04.png) (59,802 bytes): Image: slide 04
- [/notes/report/deck-2026-10-15/vO-service-pitch/v3/preview/slide-05.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/v3/preview/slide-05.png) (73,165 bytes): Image: slide 05
- [/notes/report/deck-2026-10-15/vO-service-pitch/v3/preview/slide-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/v3/preview/slide-06.png) (66,414 bytes): Image: slide 06
- [/notes/report/deck-2026-10-15/vO-service-pitch/v3/preview/slide-07.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vO-service-pitch/v3/preview/slide-07.png) (57,447 bytes): Image: slide 07
- [/notes/report/deck-2026-10-15/vP-judges-consensus/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/README.md) (6,647 bytes): Deck P: the judges' consensus deck
- [/notes/report/deck-2026-10-15/vP-judges-consensus/img/card-calls.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/img/card-calls.png) (88,251 bytes): Image: card calls
- [/notes/report/deck-2026-10-15/vP-judges-consensus/preview/slide-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/preview/slide-01.png) (77,215 bytes): Image: slide 01
- [/notes/report/deck-2026-10-15/vP-judges-consensus/preview/slide-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/preview/slide-02.png) (72,611 bytes): Image: slide 02
- [/notes/report/deck-2026-10-15/vP-judges-consensus/preview/slide-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/preview/slide-03.png) (74,950 bytes): Image: slide 03
- [/notes/report/deck-2026-10-15/vP-judges-consensus/preview/slide-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/preview/slide-04.png) (75,589 bytes): Image: slide 04
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- [/notes/report/deck-2026-10-15/vP-judges-consensus/v2/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v2/CHANGES.md) (7,866 bytes): Deck P v2: changes from v1
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v2/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v2/README.md) (6,978 bytes): Deck P v2: the judges' consensus deck
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v2/img/card-calls.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v2/img/card-calls.png) (83,273 bytes): Image: card calls
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v2/preview/slide-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v2/preview/slide-01.png) (85,625 bytes): Image: slide 01
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- [/notes/report/deck-2026-10-15/vP-judges-consensus/v3/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v3/CHANGES.md) (8,382 bytes): Deck P v2: changes from v1
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v3/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v3/README.md) (6,905 bytes): Deck P v2: the judges' consensus deck
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v3/img/card-calls.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v3/img/card-calls.png) (83,273 bytes): Image: card calls
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v3/preview/slide-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v3/preview/slide-01.png) (85,625 bytes): Image: slide 01
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v3/preview/slide-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v3/preview/slide-02.png) (83,476 bytes): Image: slide 02
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- [/notes/report/deck-2026-10-15/vP-judges-consensus/v3/preview/slide-11.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v3/preview/slide-11.png) (60,484 bytes): Image: slide 11
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v3/preview/slide-12.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v3/preview/slide-12.png) (54,850 bytes): Image: slide 12
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v3/preview/slide-13.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v3/preview/slide-13.png) (85,974 bytes): Image: slide 13
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v4/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v4/CHANGES.md) (13,712 bytes): Deck P v2: changes from v1
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v4/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v4/README.md) (7,168 bytes): **v4 (2026-10-15): 11 slides, built from the blind stranger read and the user's v4 rulings. See the `## v4` section of `CHANGES.md`. Build path: `.../vP-judges-
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v4/img/card-calls.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v4/img/card-calls.png) (79,196 bytes): Image: card calls
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v4/preview/slide-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v4/preview/slide-01.png) (83,528 bytes): Image: slide 01
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v4/preview/slide-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v4/preview/slide-02.png) (62,670 bytes): Image: slide 02
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v4/preview/slide-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v4/preview/slide-03.png) (72,855 bytes): Image: slide 03
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v4/preview/slide-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v4/preview/slide-04.png) (78,119 bytes): Image: slide 04
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- [/notes/report/deck-2026-10-15/vP-judges-consensus/v4/preview/slide-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v4/preview/slide-06.png) (77,189 bytes): Image: slide 06
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v4/preview/slide-07.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v4/preview/slide-07.png) (110,964 bytes): Image: slide 07
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- [/notes/report/deck-2026-10-15/vP-judges-consensus/v4/preview/slide-09.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v4/preview/slide-09.png) (80,691 bytes): Image: slide 09
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v4/preview/slide-10.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v4/preview/slide-10.png) (54,974 bytes): Image: slide 10
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v4/preview/slide-11.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v4/preview/slide-11.png) (85,652 bytes): Image: slide 11
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v5/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v5/CHANGES.md) (21,334 bytes): Deck P v2: changes from v1
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v5/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v5/README.md) (7,456 bytes): **v5 (2026-10-15): 11 slides; plain-language word read plus the user's v5 feedback (46 pt titles with kickers and messages, the landing page's charts, Team and 
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v5/img/card-calls.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v5/img/card-calls.png) (77,671 bytes): Image: card calls
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v5/preview/slide-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v5/preview/slide-01.png) (90,215 bytes): Image: slide 01
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v5/preview/slide-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v5/preview/slide-02.png) (62,435 bytes): Image: slide 02
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- [/notes/report/deck-2026-10-15/vP-judges-consensus/v5/preview/slide-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v5/preview/slide-04.png) (78,756 bytes): Image: slide 04
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- [/notes/report/deck-2026-10-15/vP-judges-consensus/v5/preview/slide-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v5/preview/slide-06.png) (86,357 bytes): Image: slide 06
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- [/notes/report/deck-2026-10-15/vP-judges-consensus/v5/preview/slide-08.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v5/preview/slide-08.png) (74,944 bytes): Image: slide 08
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v5/preview/slide-09.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v5/preview/slide-09.png) (79,638 bytes): Image: slide 09
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v5/preview/slide-10.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v5/preview/slide-10.png) (80,118 bytes): Image: slide 10
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v5/preview/slide-11.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v5/preview/slide-11.png) (80,003 bytes): Image: slide 11
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v6/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v6/CHANGES.md) (28,376 bytes): Deck P v2: changes from v1
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v6/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v6/README.md) (7,783 bytes): **v6 (2026-10-15): 11 slides; slide 2 rewritten ("Go and look for yourself", Amazon phone-wait and Airbnb New York photo stories from raw sources), slides 1, 7 
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v6/img/card-calls.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v6/img/card-calls.png) (77,671 bytes): Image: card calls
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-01.png) (89,064 bytes): Image: slide 01
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-02.png) (85,213 bytes): Image: slide 02
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-03.png) (89,150 bytes): Image: slide 03
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-04.png) (78,756 bytes): Image: slide 04
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-05.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-05.png) (94,413 bytes): Image: slide 05
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-06.png) (86,357 bytes): Image: slide 06
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-07.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-07.png) (133,471 bytes): Image: slide 07
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-08.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-08.png) (74,944 bytes): Image: slide 08
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-09.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-09.png) (79,638 bytes): Image: slide 09
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-10.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-10.png) (71,789 bytes): Image: slide 10
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-11.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v6/preview/slide-11.png) (80,971 bytes): Image: slide 11
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v7/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v7/CHANGES.md) (36,985 bytes): Deck P v2: changes from v1
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v7/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v7/README.md) (8,182 bytes): **v7 (2026-10-15): 10 slides; stranger read of v6 plus the user's v6 feedback (Amazon card from Working Backwards ch. Prime, Airbnb $200 to $400, sales-call row
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v7/img/card-calls.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v7/img/card-calls.png) (77,671 bytes): Image: card calls
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-01.png) (94,697 bytes): Image: slide 01
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-02.png) (85,642 bytes): Image: slide 02
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-03.png) (89,353 bytes): Image: slide 03
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-04.png) (77,813 bytes): Image: slide 04
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-05.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-05.png) (97,849 bytes): Image: slide 05
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-06.png) (184,884 bytes): Image: slide 06
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-07.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-07.png) (131,511 bytes): Image: slide 07
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-08.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-08.png) (90,610 bytes): Image: slide 08
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-09.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-09.png) (64,428 bytes): Image: slide 09
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-10.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v7/preview/slide-10.png) (80,818 bytes): Image: slide 10
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v8/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v8/CHANGES.md) (39,753 bytes): Deck P v2: changes from v1
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v8/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v8/README.md) (8,503 bytes): **v8 (2026-10-15): 10 slides; four text fixes on v7 from the user (slide 1 body says what the site holds and what the AI assistant does; slide 8 rows as plain s
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v8/img/card-calls.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v8/img/card-calls.png) (77,671 bytes): Image: card calls
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-01.png) (107,110 bytes): Image: slide 01
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-02.png) (85,642 bytes): Image: slide 02
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-03.png) (89,353 bytes): Image: slide 03
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-04.png) (77,813 bytes): Image: slide 04
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-05.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-05.png) (97,849 bytes): Image: slide 05
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-06.png) (184,884 bytes): Image: slide 06
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-07.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-07.png) (131,511 bytes): Image: slide 07
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-08.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-08.png) (107,854 bytes): Image: slide 08
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-09.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-09.png) (69,961 bytes): Image: slide 09
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-10.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v8/preview/slide-10.png) (90,084 bytes): Image: slide 10
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v9/CHANGES.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v9/CHANGES.md) (42,143 bytes): Deck P v2: changes from v1
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v9/README.md](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v9/README.md) (8,972 bytes): **v9 (2026-10-15): 10 slides; stranger-read wording fixes on v8, text only (slide 3 adds the 36-in-100 share of the 27,111 claim posts; slide 4 footer says keyw
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v9/img/card-calls.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v9/img/card-calls.png) (77,671 bytes): Image: card calls
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-01.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-01.png) (107,110 bytes): Image: slide 01
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-02.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-02.png) (85,642 bytes): Image: slide 02
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-03.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-03.png) (98,230 bytes): Image: slide 03
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-04.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-04.png) (78,608 bytes): Image: slide 04
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-05.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-05.png) (97,849 bytes): Image: slide 05
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-06.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-06.png) (185,384 bytes): Image: slide 06
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-07.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-07.png) (131,511 bytes): Image: slide 07
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-08.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-08.png) (111,384 bytes): Image: slide 08
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-09.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-09.png) (69,961 bytes): Image: slide 09
- [/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-10.png](https://atlas.vad37.com/notes/report/deck-2026-10-15/vP-judges-consensus/v9/preview/slide-10.png) (90,084 bytes): Image: slide 10
- [/notes/report/deck-spec-2026-10-15.md](https://atlas.vad37.com/notes/report/deck-spec-2026-10-15.md) (28,064 bytes): Deck spec: Atlas Insight killer brief, memo, appendix (2026-10-15)
- [/notes/report/effort-cost-2026-10-15.md](https://atlas.vad37.com/notes/report/effort-cost-2026-10-15.md) (24,111 bytes): Effort and cost so far: Tasco / car-insurance atlas project (2026-10-05 to 2026-10-15 09:20)
- [/notes/report/empty-nodes-rootcause-2026-10-09.md](https://atlas.vad37.com/notes/report/empty-nodes-rootcause-2026-10-09.md) (12,600 bytes): Empty otosaigon nodes: root cause, fix, re-pull procedure (2026-10-09)
- [/notes/report/explore-brief-2026-10-09.md](https://atlas.vad37.com/notes/report/explore-brief-2026-10-09.md) (5,496 bytes): Explore brief: what car owners say about insurance (2026-10-09)
- [/notes/report/explore-brief-r2-2026-10-09.md](https://atlas.vad37.com/notes/report/explore-brief-r2-2026-10-09.md) (8,346 bytes): Explore brief, round 2: what car owners say about insurance, recent-weighted (2026-10-09)
- [/notes/report/free-labelling-2026-10-12.md](https://atlas.vad37.com/notes/report/free-labelling-2026-10-12.md) (7,644 bytes): Free (USD 0) labeller for codebook v2: FREE-2 report, 2026-10-12
- [/notes/report/gap-review-2026-10-10.md](https://atlas.vad37.com/notes/report/gap-review-2026-10-10.md) (12,572 bytes): Gap review of the forum corpus, 2026-10-10
- [/notes/report/golden-questions-2026-10-15.md](https://atlas.vad37.com/notes/report/golden-questions-2026-10-15.md) (29,752 bytes): Golden questions for the Atlas MCP model baseline (2026-10-15)
- [/notes/report/insurance-experience-2026-10-12.md](https://atlas.vad37.com/notes/report/insurance-experience-2026-10-12.md) (28,258 bytes): Car insurance as Vietnamese car owners experience it, and where the gaps are (lane A, 2026-10-12)
- [/notes/report/insurance-experience-2026-10-12/1-posts-per-year.png](https://atlas.vad37.com/notes/report/insurance-experience-2026-10-12/1-posts-per-year.png) (112,966 bytes): Image: 1 posts per year
- [/notes/report/insurance-experience-2026-10-12/2-incident-insurance-overlap.png](https://atlas.vad37.com/notes/report/insurance-experience-2026-10-12/2-incident-insurance-overlap.png) (99,608 bytes): Image: 2 incident insurance overlap
- [/notes/report/insurance-experience-2026-10-12/3-claim-friction-by-era.png](https://atlas.vad37.com/notes/report/insurance-experience-2026-10-12/3-claim-friction-by-era.png) (135,931 bytes): Image: 3 claim friction by era
- [/notes/report/insurance-experience-2026-10-12/4-is-x-covered.png](https://atlas.vad37.com/notes/report/insurance-experience-2026-10-12/4-is-x-covered.png) (88,764 bytes): Image: 4 is x covered
- [/notes/report/insurance-experience-2026-10-12/5-premium-vs-mentions-reused.png](https://atlas.vad37.com/notes/report/insurance-experience-2026-10-12/5-premium-vs-mentions-reused.png) (183,509 bytes): Image: 5 premium vs mentions reused
- [/notes/report/insurance-experience-2026-10-12/6-monthly-peaks.png](https://atlas.vad37.com/notes/report/insurance-experience-2026-10-12/6-monthly-peaks.png) (163,591 bytes): Image: 6 monthly peaks
- [/notes/report/inventory-2026-10-09.md](https://atlas.vad37.com/notes/report/inventory-2026-10-09.md) (18,493 bytes): Inventory of forum data on disk, 2026-10-09
- [/notes/report/market-context-2026-10-12.md](https://atlas.vad37.com/notes/report/market-context-2026-10-12.md) (10,705 bytes): Market context charts: premium share, Liberty by year, motor market, ownership, complaint rates (2026-10-12)
- [/notes/report/market-context-2026-10-12/a-premium-vs-mentions-dark.png](https://atlas.vad37.com/notes/report/market-context-2026-10-12/a-premium-vs-mentions-dark.png) (180,459 bytes): Image: a premium vs mentions dark
- [/notes/report/market-context-2026-10-12/a-premium-vs-mentions.png](https://atlas.vad37.com/notes/report/market-context-2026-10-12/a-premium-vs-mentions.png) (183,509 bytes): Image: a premium vs mentions
- [/notes/report/market-context-2026-10-12/a-premium-vs-mentions.svg](https://atlas.vad37.com/notes/report/market-context-2026-10-12/a-premium-vs-mentions.svg) (42,870 bytes): Image: a premium vs mentions
- [/notes/report/market-context-2026-10-12/b-liberty-by-year-dark.png](https://atlas.vad37.com/notes/report/market-context-2026-10-12/b-liberty-by-year-dark.png) (181,443 bytes): Image: b liberty by year dark
- [/notes/report/market-context-2026-10-12/b-liberty-by-year.png](https://atlas.vad37.com/notes/report/market-context-2026-10-12/b-liberty-by-year.png) (185,478 bytes): Image: b liberty by year
- [/notes/report/market-context-2026-10-12/b-liberty-by-year.svg](https://atlas.vad37.com/notes/report/market-context-2026-10-12/b-liberty-by-year.svg) (89,269 bytes): Image: b liberty by year
- [/notes/report/market-context-2026-10-12/c-motor-market-dark.png](https://atlas.vad37.com/notes/report/market-context-2026-10-12/c-motor-market-dark.png) (153,521 bytes): Image: c motor market dark
- [/notes/report/market-context-2026-10-12/c-motor-market.png](https://atlas.vad37.com/notes/report/market-context-2026-10-12/c-motor-market.png) (155,855 bytes): Image: c motor market
- [/notes/report/market-context-2026-10-12/c-motor-market.svg](https://atlas.vad37.com/notes/report/market-context-2026-10-12/c-motor-market.svg) (28,158 bytes): Image: c motor market
- [/notes/report/market-context-2026-10-12/context.html](https://atlas.vad37.com/notes/report/market-context-2026-10-12/context.html) (275,877 bytes): Page: Market context (external)
- [/notes/report/market-context-2026-10-12/d-ownership-timeline-dark.png](https://atlas.vad37.com/notes/report/market-context-2026-10-12/d-ownership-timeline-dark.png) (221,443 bytes): Image: d ownership timeline dark
- [/notes/report/market-context-2026-10-12/d-ownership-timeline.png](https://atlas.vad37.com/notes/report/market-context-2026-10-12/d-ownership-timeline.png) (225,110 bytes): Image: d ownership timeline
- [/notes/report/market-context-2026-10-12/d-ownership-timeline.svg](https://atlas.vad37.com/notes/report/market-context-2026-10-12/d-ownership-timeline.svg) (37,340 bytes): Image: d ownership timeline
- [/notes/report/market-context-2026-10-12/e-complaint-rates-dark.png](https://atlas.vad37.com/notes/report/market-context-2026-10-12/e-complaint-rates-dark.png) (119,677 bytes): Image: e complaint rates dark
- [/notes/report/market-context-2026-10-12/e-complaint-rates.png](https://atlas.vad37.com/notes/report/market-context-2026-10-12/e-complaint-rates.png) (122,207 bytes): Image: e complaint rates
- [/notes/report/market-context-2026-10-12/e-complaint-rates.svg](https://atlas.vad37.com/notes/report/market-context-2026-10-12/e-complaint-rates.svg) (35,373 bytes): Image: e complaint rates
- [/notes/report/mcp-battery-a-2026-10-15.md](https://atlas.vad37.com/notes/report/mcp-battery-a-2026-10-15.md) (38,116 bytes): Battery A: testing the Tasco brief against what car owners say (2026-10-15)
- [/notes/report/mcp-battery-b-2026-10-15.md](https://atlas.vad37.com/notes/report/mcp-battery-b-2026-10-15.md) (34,683 bytes): MCP battery B: roaming the culture of car owners, and how it shapes insurance choice (2026-10-15)
- [/notes/report/mcp-hardware-2026-10-15.md](https://atlas.vad37.com/notes/report/mcp-hardware-2026-10-15.md) (17,408 bytes): Atlas MCP and viewer: measured hardware footprint (2026-10-15)
- [/notes/report/model-baseline-comparison-2026-10-15.md](https://atlas.vad37.com/notes/report/model-baseline-comparison-2026-10-15.md) (37,282 bytes): Model baseline comparison: sonnet, opus and fable, 2026-10-15
- [/notes/report/model-baseline-fable-2026-10-15.md](https://atlas.vad37.com/notes/report/model-baseline-fable-2026-10-15.md) (26,637 bytes): Model baseline: golden questions G01-G20, answered blind
- [/notes/report/model-baseline-opus-2026-10-15.md](https://atlas.vad37.com/notes/report/model-baseline-opus-2026-10-15.md) (29,683 bytes): Model baseline: opus, blind answers to G01-G20
- [/notes/report/model-baseline-sonnet-2026-10-15.md](https://atlas.vad37.com/notes/report/model-baseline-sonnet-2026-10-15.md) (23,887 bytes): Model baseline: sonnet (blind, unaided)
- [/notes/report/p0-merge-2026-10-10.md](https://atlas.vad37.com/notes/report/p0-merge-2026-10-10.md) (11,848 bytes): P0 merge per domain, 2026-10-10
- [/notes/report/pilot0-token-check-2026-10-12.md](https://atlas.vad37.com/notes/report/pilot0-token-check-2026-10-12.md) (2,038 bytes): Pilot 0 token check, 2026-10-12
- [/notes/report/pilot1-sonnet-2026-10-12.md](https://atlas.vad37.com/notes/report/pilot1-sonnet-2026-10-12.md) (8,899 bytes): Pilot 1: Sonnet + context pack labels, 2026-10-12
- [/notes/report/roam-2026-10-12.md](https://atlas.vad37.com/notes/report/roam-2026-10-12.md) (27,785 bytes): Roam test of the atlas MCP tool: what car owners say about car insurance (2026-10-12)
- [/notes/report/status-2026-10-09.md](https://atlas.vad37.com/notes/report/status-2026-10-09.md) (5,506 bytes): Status brief 2026-10-09: forum pull inventory and research direction (orchestrator)
- [/notes/report/submission-2026-10-15/README.md](https://atlas.vad37.com/notes/report/submission-2026-10-15/README.md) (4,623 bytes): Submission pack, Beyond Pilot (AI for Insurance Challenge x Tasco), 2026-10-15
- [/notes/report/submission-2026-10-15/form-answers.md](https://atlas.vad37.com/notes/report/submission-2026-10-15/form-answers.md) (21,166 bytes): Beyond Pilot application: form answers (AI for Insurance Challenge x Tasco)
- [/notes/report/submission-2026-10-15/links.md](https://atlas.vad37.com/notes/report/submission-2026-10-15/links.md) (1,471 bytes): Links for the application
- [/notes/report/submission-2026-10-15/one-paragraph.md](https://atlas.vad37.com/notes/report/submission-2026-10-15/one-paragraph.md) (1,488 bytes): One-paragraph pitch (about 120 words)
- [/notes/report/voz-scope-check-2026-10-09.md](https://atlas.vad37.com/notes/report/voz-scope-check-2026-10-09.md) (9,082 bytes): voz.vn scope check, 2026-10-09
- [/notes/research/BOARD.md](https://atlas.vad37.com/notes/research/BOARD.md) (24,395 bytes): Research board: forum corpus -> insight for compulsory car insurance (TNDS) selling
- [/notes/research/atlas-agent.md](https://atlas.vad37.com/notes/research/atlas-agent.md) (13,059 bytes): Atlas track: agent handoff (state as of 2026-10-15 ~12:00 +0700)
- [/notes/research/atlas-handoff-2026-10-10.md](https://atlas.vad37.com/notes/research/atlas-handoff-2026-10-10.md) (8,703 bytes): Handoff prompt: forum-opinion Embedding Atlas track (2026-10-10)
- [/notes/research/atlas/audit-data-2026-10-10.md](https://atlas.vad37.com/notes/research/atlas/audit-data-2026-10-10.md) (28,863 bytes): Data audit for the Embedding Atlas, 2026-10-10
- [/notes/research/atlas/audit-hardware-2026-10-10.md](https://atlas.vad37.com/notes/research/atlas/audit-hardware-2026-10-10.md) (7,523 bytes): Atlas track: hardware and toolchain audit, 2026-10-10
- [/notes/research/atlas/audit-outputs-2026-10-10.md](https://atlas.vad37.com/notes/research/atlas/audit-outputs-2026-10-10.md) (26,761 bytes): Audit of pipeline outputs on the test slice, 2026-10-10
- [/notes/research/atlas/chain6-decisions-2026-10-13.md](https://atlas.vad37.com/notes/research/atlas/chain6-decisions-2026-10-13.md) (7,942 bytes): CHAIN-6 V1.5 full build: orchestrator decisions and outcome (2026-10-13)
- [/notes/research/atlas/chain6-gap-review-2026-10-13.md](https://atlas.vad37.com/notes/research/atlas/chain6-gap-review-2026-10-13.md) (9,243 bytes): chain6 pre-flight gap review (2026-10-13)
- [/notes/research/atlas/changes-2026-10-11-session65.md](https://atlas.vad37.com/notes/research/atlas/changes-2026-10-11-session65.md) (13,013 bytes): Atlas changes from session `2026-10-15-tasco-65`, 2026-10-11 (afternoon and evening)
- [/notes/research/atlas/cluster-names-v1-2026-10-12.md](https://atlas.vad37.com/notes/research/atlas/cluster-names-v1-2026-10-12.md) (36,057 bytes): Cluster short names v1 (NAMES-1, 2026-10-12)
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- [/notes/research/atlas/plan-v3-loop-2026-10-11.md](https://atlas.vad37.com/notes/research/atlas/plan-v3-loop-2026-10-11.md) (17,565 bytes): Atlas plan v3: fix loop to the pilot (2026-10-11)
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- [/notes/research/atlas/review-landing-v1-2026-10-13.md](https://atlas.vad37.com/notes/research/atlas/review-landing-v1-2026-10-13.md) (25,003 bytes): Review: landing v1 (/, port 8780), two personas, 2026-10-13 (lane B4)
- [/notes/research/atlas/review-plan-v1-2026-10-10.md](https://atlas.vad37.com/notes/research/atlas/review-plan-v1-2026-10-10.md) (25,024 bytes): Review of atlas pipeline plan v1 (critic, 2026-10-10)
- [/notes/research/atlas/review-serverapp-d-2026-10-13.md](https://atlas.vad37.com/notes/research/atlas/review-serverapp-d-2026-10-13.md) (17,120 bytes): Review G1: lane D (API file, DbCorpus, MCP switch, FastAPI) and M1 MCP polish (2026-10-13)
- [/notes/research/atlas/review-swe-2026-10-11.md](https://atlas.vad37.com/notes/research/atlas/review-swe-2026-10-11.md) (16,045 bytes): Atlas code review (staff SWE, independent), 2026-10-11
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- [/notes/research/atlas/scale-probe-2026-10-13.md](https://atlas.vad37.com/notes/research/atlas/scale-probe-2026-10-13.md) (13,151 bytes): Lane C: V1.5 `[null]` themes and point-scale probe (2026-10-13)
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- [/notes/research/atlas/t2-mcp-roam-2026-10-13.md](https://atlas.vad37.com/notes/research/atlas/t2-mcp-roam-2026-10-13.md) (14,358 bytes): T2: MCP roam on the full corpus, Parquet vs DuckDB file, local and public HTTP (2026-10-13)
- [/notes/research/channels-2026-10-12/README.md](https://atlas.vad37.com/notes/research/channels-2026-10-12/README.md) (709 bytes): channels-2026-10-12
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- [/notes/research/channels-2026-10-12/raw/03-otosaigon-blocked.md](https://atlas.vad37.com/notes/research/channels-2026-10-12/raw/03-otosaigon-blocked.md) (674 bytes): url: https://www.otosaigon.com/
- [/notes/research/channels-2026-10-12/raw/04-webtretho.md](https://atlas.vad37.com/notes/research/channels-2026-10-12/raw/04-webtretho.md) (967 bytes): url: https://www.webtretho.vn/
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- [/notes/research/channels-2026-10-12/raw/06-of-fb-news.md](https://atlas.vad37.com/notes/research/channels-2026-10-12/raw/06-of-fb-news.md) (893 bytes): url: https://tuoitre.vn/otofun.html ; https://viettimes.vn/group-otofun-tren-facebook-dot-nhien-bien-mat-post25983.html
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- [/notes/research/channels-2026-10-12/raw/13-apify-meta-tos.md](https://atlas.vad37.com/notes/research/channels-2026-10-12/raw/13-apify-meta-tos.md) (800 bytes): url: https://apify.com/apify/facebook-groups-scraper ; https://www.facebook.com/terms.php
- [/notes/research/channels-2026-10-12/raw/14-x-api.md](https://atlas.vad37.com/notes/research/channels-2026-10-12/raw/14-x-api.md) (577 bytes): url: https://docs.x.com/x-api/getting-started/pricing
- [/notes/research/channels-2026-10-12/raw/15-app-store-counts.md](https://atlas.vad37.com/notes/research/channels-2026-10-12/raw/15-app-store-counts.md) (1,060 bytes): url: https://itunes.apple.com/search?term=...&country=vn&entity=software ; https://play.google.com/store/search?q=VETC&c=apps&hl=vi
- [/notes/research/channels-2026-10-12/raw/16-napoleoncat-fb-users.md](https://atlas.vad37.com/notes/research/channels-2026-10-12/raw/16-napoleoncat-fb-users.md) (531 bytes): url: https://stats.napoleoncat.com/facebook-users-in-viet_nam/2026/01/
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- [/notes/research/channels-2026-10-12/sources.md](https://atlas.vad37.com/notes/research/channels-2026-10-12/sources.md) (2,159 bytes): Sources (all fetched 2026-10-12)
- [/notes/research/culture-2026-10-12/README.md](https://atlas.vad37.com/notes/research/culture-2026-10-12/README.md) (760 bytes): Culture lexicon exploration, 2026-10-12 (lane B, general car talk)
- [/notes/research/culture-2026-10-12/culture-lexicon.md](https://atlas.vad37.com/notes/research/culture-2026-10-12/culture-lexicon.md) (22,924 bytes): Culture lexicon v1 draft: Vietnamese practices and their modern counterparts in car-forum talk (2026-10-12)
- [/notes/research/culture-2026-10-12/dimensions-plan.md](https://atlas.vad37.com/notes/research/culture-2026-10-12/dimensions-plan.md) (30,874 bytes): Culture and life dimensions for lane B: plan (2026-10-12)
- [/notes/research/desk-intl-compulsory-motor-2026-10-09.md](https://atlas.vad37.com/notes/research/desk-intl-compulsory-motor-2026-10-09.md) (22,223 bytes): International comparators: legally mandated motor liability insurance (desk research)
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- [/notes/research/evidence-led-cases-2026-10-15/key-notes.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/key-notes.md) (27,847 bytes): Evidence-led product cases: key notes (2026-10-15)
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- [/notes/research/evidence-led-cases-2026-10-15/raw/02-firstround-gebbia-design-thinking-airbnb.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/raw/02-firstround-gebbia-design-thinking-airbnb.md) (1,347 bytes): raw 02: How Design Thinking Transformed Airbnb from a Failing Startup to a Billion Dollar Business
- [/notes/research/evidence-led-cases-2026-10-15/raw/03-kohavi-online-experimentation-at-microsoft-2009.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/raw/03-kohavi-online-experimentation-at-microsoft-2009.md) (3,073 bytes): raw 03: Online Experimentation at Microsoft
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- [/notes/research/evidence-led-cases-2026-10-15/raw/05-amazon-2016-shareholder-letter.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/raw/05-amazon-2016-shareholder-letter.md) (2,608 bytes): raw 05: Amazon 2016 Letter to Shareholders ("Day 1")
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- [/notes/research/evidence-led-cases-2026-10-15/raw/08-vogels-working-backwards-2006.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/raw/08-vogels-working-backwards-2006.md) (1,528 bytes): raw 08: Working Backwards (All Things Distributed)
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- [/notes/research/evidence-led-cases-2026-10-15/raw/13-pendo-2019-feature-adoption-report.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/raw/13-pendo-2019-feature-adoption-report.md) (1,875 bytes): raw 13: 2019 Feature Adoption Report
- [/notes/research/evidence-led-cases-2026-10-15/raw/14-cohn-are-64-percent-features-rarely-used-2015.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/raw/14-cohn-are-64-percent-features-rarely-used-2015.md) (1,694 bytes): raw 14: Are 64% of Features Really Rarely or Never Used?
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- [/notes/research/evidence-led-cases-2026-10-15/raw/16-producttalk-torres-opportunity-solution-trees.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/raw/16-producttalk-torres-opportunity-solution-trees.md) (2,616 bytes): raw 16: Opportunity Solution Trees: Visualize Your Discovery to Stay Aligned and Drive Outcomes
- [/notes/research/evidence-led-cases-2026-10-15/raw/17-hbswk-christensen-milkshake-2011.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/raw/17-hbswk-christensen-milkshake-2011.md) (1,941 bytes): raw 17: Clay Christensen's Milkshake Marketing
- [/notes/research/evidence-led-cases-2026-10-15/raw/18-lsvn-national-assembly-tnds-qa-2023.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/raw/18-lsvn-national-assembly-tnds-qa-2023.md) (3,183 bytes): raw 18: Minister of Finance answers National Assembly question on compulsory motor TPL insurance
- [/notes/research/evidence-led-cases-2026-10-15/raw/19-vneconomy-mof-motorbike-tpl-claims-ratio-2024.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/raw/19-vneconomy-mof-motorbike-tpl-claims-ratio-2024.md) (3,763 bytes): raw 19: Ministry of Finance to inspect 4 non-life insurers on compulsory motor insurance
- [/notes/research/evidence-led-cases-2026-10-15/raw/20-baophapluat-spam-calls-telesales-insurance-2020.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/raw/20-baophapluat-spam-calls-telesales-insurance-2020.md) (3,030 bytes): raw 20: Spam calls and messages: when will they end? (telesales incl. insurance)
- [/notes/research/evidence-led-cases-2026-10-15/raw/21-timoshenko-hauser-customer-needs-ugc-2018.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/raw/21-timoshenko-hauser-customer-needs-ugc-2018.md) (2,766 bytes): raw 21: Identifying Customer Needs from User-Generated Content
- [/notes/research/evidence-led-cases-2026-10-15/raw/22-insurancenews-qbe-customer-feedback-2019.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/raw/22-insurancenews-qbe-customer-feedback-2019.md) (1,914 bytes): raw 22: QBE launches new customer service approach
- [/notes/research/evidence-led-cases-2026-10-15/raw/23-kohavi-online-controlled-experiments-at-large-scale-2013.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/raw/23-kohavi-online-controlled-experiments-at-large-scale-2013.md) (2,199 bytes): raw 23: Online Controlled Experiments at Large Scale
- [/notes/research/evidence-led-cases-2026-10-15/raw/24-firstround-airbnb-photos-refetch-2026-10-15.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/raw/24-firstround-airbnb-photos-refetch-2026-10-15.md) (3,030 bytes): raw 24: How Design Thinking Transformed Airbnb (re-fetch of raw 02, full paragraphs)
- [/notes/research/evidence-led-cases-2026-10-15/raw/25-amazon-prime-origin-fetch-2026-10-15.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/raw/25-amazon-prime-origin-fetch-2026-10-15.md) (5,051 bytes): raw 25: Amazon Prime origin, two fetches to test the user's "data-driven Prime" account
- [/notes/research/evidence-led-cases-2026-10-15/raw/26-user-provided-amazon-prime-2026-10-15.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/raw/26-user-provided-amazon-prime-2026-10-15.md) (1,850 bytes): raw 26: user-provided Amazon Prime account (unsourced)
- [/notes/research/evidence-led-cases-2026-10-15/sources.md](https://atlas.vad37.com/notes/research/evidence-led-cases-2026-10-15/sources.md) (7,995 bytes): Sources: evidence-led product cases (2026-10-15)
- [/notes/research/explore-catalog-2026-10-09.md](https://atlas.vad37.com/notes/research/explore-catalog-2026-10-09.md) (59,915 bytes): Explore catalog: car-insurance talk on otofun, otosaigon, voz /f/77 (round 1 + round 2, 2026-10-09)
- [/notes/research/explore/sample-01-otofun.net.vn.md](https://atlas.vad37.com/notes/research/explore/sample-01-otofun.net.vn.md) (17,327 bytes): Explore sample 01: otofun.net.vn, day-1 root (forums 9 / 36 / 39)
- [/notes/research/explore/sample-02-otofun.net.vn.md](https://atlas.vad37.com/notes/research/explore/sample-02-otofun.net.vn.md) (17,180 bytes): Explore sample 02: otofun.net.vn, pool roots p1-p3
- [/notes/research/explore/sample-03-otofun.net.vn.md](https://atlas.vad37.com/notes/research/explore/sample-03-otofun.net.vn.md) (16,221 bytes): Explore sample 03: otofun.net.vn, pool roots p4-p6 (2026-10-09)
- [/notes/research/explore/sample-04-otosaigon.com.md](https://atlas.vad37.com/notes/research/explore/sample-04-otosaigon.com.md) (19,243 bytes): Explore sample 04: otosaigon.com day-1 root (forums 82 and 187)
- [/notes/research/explore/sample-05-otosaigon.com.md](https://atlas.vad37.com/notes/research/explore/sample-05-otosaigon.com.md) (17,986 bytes): Explore sample 05: otosaigon.com, pool roots p1-p8
- [/notes/research/explore/sample-06-otosaigon.com.md](https://atlas.vad37.com/notes/research/explore/sample-06-otosaigon.com.md) (22,403 bytes): Explore sample 06: otosaigon.com p9-p16 + voz.vn /f/77
- [/notes/research/explore/sample-r2-01-otofun.net.vn.md](https://atlas.vad37.com/notes/research/explore/sample-r2-01-otofun.net.vn.md) (19,436 bytes): Round 2 sampler R2-1: otofun.net.vn, day-1 root (forums 9/36/39) + prod2 p6 (2026-10-09)
- [/notes/research/explore/sample-r2-02-otofun.net.vn.md](https://atlas.vad37.com/notes/research/explore/sample-r2-02-otofun.net.vn.md) (19,642 bytes): Round 2 sample R2-2: otofun.net.vn, pool roots p1 + p4 (2026-10-09)
- [/notes/research/explore/sample-r2-03-otofun.net.vn.md](https://atlas.vad37.com/notes/research/explore/sample-r2-03-otofun.net.vn.md) (23,065 bytes): Explore round 2, sampler R2-3: otofun.net.vn prod2 p2, p3, p5 (2026-10-09)
- [/notes/research/explore/sample-r2-04-otosaigon.com.md](https://atlas.vad37.com/notes/research/explore/sample-r2-04-otosaigon.com.md) (33,163 bytes): Explore sampler R2-4: otosaigon.com day-1 root (82/187) + p2 (78 road/traffic board), round 2
- [/notes/research/explore/sample-r2-05-otosaigon.com.md](https://atlas.vad37.com/notes/research/explore/sample-r2-05-otosaigon.com.md) (23,740 bytes): Explore round 2, sampler R2-5: otosaigon.com, odd pool roots (2026-10-09)
- [/notes/research/explore/sample-r2-06-otosaigon.com.md](https://atlas.vad37.com/notes/research/explore/sample-r2-06-otosaigon.com.md) (23,064 bytes): Round 2 sampler R2-6: otosaigon p4/p6/p8/p10/p12/p14/p16 + voz /f/77 (2026-10-09)
- [/notes/research/gap/coverage-otosaigon.com.txt](https://atlas.vad37.com/notes/research/gap/coverage-otosaigon.com.txt) (9,965 bytes): Text file: coverage-otosaigon.com.txt
- [/notes/research/gap/nodes-otofun.net.vn.txt](https://atlas.vad37.com/notes/research/gap/nodes-otofun.net.vn.txt) (2,672 bytes): Text file: nodes-otofun.net.vn.txt
- [/notes/research/gap/nodes-otosaigon.com.txt](https://atlas.vad37.com/notes/research/gap/nodes-otosaigon.com.txt) (2,962 bytes): Text file: nodes-otosaigon.com.txt
- [/notes/research/gap/scan-otofun.net.vn.txt](https://atlas.vad37.com/notes/research/gap/scan-otofun.net.vn.txt) (22,442 bytes): Text file: scan-otofun.net.vn.txt
- [/notes/research/gap/scan-otosaigon.com.txt](https://atlas.vad37.com/notes/research/gap/scan-otosaigon.com.txt) (28,070 bytes): Text file: scan-otosaigon.com.txt
- [/notes/research/gap/scan-time.txt](https://atlas.vad37.com/notes/research/gap/scan-time.txt) (86 bytes): Text file: scan-time.txt
- [/notes/research/gap/scan-voz.vn.txt](https://atlas.vad37.com/notes/research/gap/scan-voz.vn.txt) (2,085 bytes): Text file: scan-voz.vn.txt
- [/notes/research/gap/short-otofun.net.vn.txt](https://atlas.vad37.com/notes/research/gap/short-otofun.net.vn.txt) (1,707 bytes): Text file: short-otofun.net.vn.txt
- [/notes/research/gap/short-otosaigon.com.txt](https://atlas.vad37.com/notes/research/gap/short-otosaigon.com.txt) (1,701 bytes): Text file: short-otosaigon.com.txt
- [/notes/research/gazetteers-vn-2026-10-11.md](https://atlas.vad37.com/notes/research/gazetteers-vn-2026-10-11.md) (6,907 bytes): Gazetteers for Vietnamese car-forum entity matching (draft)
- [/notes/research/general-talk-2026-10-12/README.md](https://atlas.vad37.com/notes/research/general-talk-2026-10-12/README.md) (1,325 bytes): general-talk-2026-10-12: what Vietnamese car owners talk about outside insurance (explore v0)
- [/notes/research/general-talk-2026-10-12/general-talk-explore.md](https://atlas.vad37.com/notes/research/general-talk-2026-10-12/general-talk-explore.md) (24,242 bytes): General talk on Vietnamese car forums, outside insurance: explore v0 (2026-10-12)
- [/notes/research/general-talk-2026-10-12/read-400.csv](https://atlas.vad37.com/notes/research/general-talk-2026-10-12/read-400.csv) (38,605 bytes): Table, 400 rows; columns: uid,label,object,want_pain,note,theme_v0,stratum
- [/notes/research/general-talk-2026-10-12/sample-5000.csv](https://atlas.vad37.com/notes/research/general-talk-2026-10-12/sample-5000.csv) (2,268,754 bytes): Table, 5000 rows; columns: uid,site,date,thread_title,forum,excerpt,url,likes_total,author_role,stratum,any_lens_signal
- [/notes/research/general-talk-2026-10-12/taxonomy-v0.yaml](https://atlas.vad37.com/notes/research/general-talk-2026-10-12/taxonomy-v0.yaml) (23,892 bytes): Text file: taxonomy-v0.yaml
- [/notes/research/general-talk-2026-10-12/theme-counts.csv](https://atlas.vad37.com/notes/research/general-talk-2026-10-12/theme-counts.csv) (119,874 bytes): Table, 619 rows; columns: theme,scope,period,n,base,share_pct,n_lens_core,state_id,filters_and_notes
- [/notes/research/insurance-desk-2026-10-12/README.md](https://atlas.vad37.com/notes/research/insurance-desk-2026-10-12/README.md) (2,636 bytes): insurance-desk-2026-10-12
- [/notes/research/insurance-desk-2026-10-12/filter-hints.md](https://atlas.vad37.com/notes/research/insurance-desk-2026-10-12/filter-hints.md) (18,439 bytes): Filter hints for the forum data pipeline (2026-10-12)
- [/notes/research/insurance-desk-2026-10-12/incident-lens-proposal.md](https://atlas.vad37.com/notes/research/insurance-desk-2026-10-12/incident-lens-proposal.md) (29,799 bytes): Incident lens proposal: did we tag crash, damage, car issues and complaints? (INCIDENT-1, 2026-10-12)
- [/notes/research/insurance-desk-2026-10-12/key-notes.md](https://atlas.vad37.com/notes/research/insurance-desk-2026-10-12/key-notes.md) (33,722 bytes): Key notes: Vietnamese car insurance, public sources (compiled 2026-10-12)
- [/notes/research/insurance-desk-2026-10-12/lexicon-v4.1-proposal.md](https://atlas.vad37.com/notes/research/insurance-desk-2026-10-12/lexicon-v4.1-proposal.md) (63,105 bytes): Lexicon v4.1 proposal: new terms with measured counts, and the 15 hypotheses as keyword query sets (2026-10-12)
- [/notes/research/insurance-desk-2026-10-12/raw/01-nd67-2023-text.md](https://atlas.vad37.com/notes/research/insurance-desk-2026-10-12/raw/01-nd67-2023-text.md) (22,769 bytes): url: https://pjico.com.vn/wp-content/uploads/2024/05/67_2023_ND-CP_578283.pdf
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- [/notes/research/insurance-desk-2026-10-12/raw/03-baoviet-quytac-vatchat-2026.md](https://atlas.vad37.com/notes/research/insurance-desk-2026-10-12/raw/03-baoviet-quytac-vatchat-2026.md) (6,248 bytes): url: https://techcombank.com/content/dam/techcombank/public-site/documents/969-quy-tac-bh-vat-chat-xe.pdf
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- [/notes/research/insurance-desk-2026-10-12/raw/16-search-yagi-numbers.md](https://atlas.vad37.com/notes/research/insurance-desk-2026-10-12/raw/16-search-yagi-numbers.md) (850 bytes): url: search: bão Yagi 2024 ô tô ngập nước bảo hiểm bồi thường
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