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Factual fix: lead with free verify + catalog; 19 MCP tools (14 free); methodology link replaces unavailable Zenodo DOI

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  1. README.md +7 -6
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@@ -34,6 +34,8 @@ configs:
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  # Hub queue — the census, never a measured count
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  <!-- csoai-funnel-2026-09-27 -->
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  **In one line:** Popular Hugging Face models, in order of their Hub download count, each marked with whether Council of AI holds a signed measurement of it. Most rows are UNMEASURED. For anyone checking whether a model they use has been measured. The `rank` column is download order, not a judgement of the model.
@@ -69,7 +71,7 @@ This Hub copy is a dated snapshot. If it disagrees with the live source, the liv
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  year = {2026},
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  publisher = {Hugging Face},
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  url = {https://huggingface.co/datasets/csoai/hub-queue},
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- note = {Zenodo DOI 10.5281/zenodo.21991104: UNAVAILABLE since 29 Sep 2026 (Zenodo blocked the CSOAI account; appeal pending; status https://councilof.ai/interop/zenodo-status.json). Cite the served methodology: https://councilof.ai/signed/HOW-TO-VERIFY.md. Measurement, not certification.}
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  }
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  ```
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@@ -98,7 +100,7 @@ Locks live under `locks/`. Dataset viewer reads **parquet only**. This dataset i
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  [![GSPC](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fcouncilof.ai%2Fapi%2Fgspc&query=%24.totals.public_count&label=GSPC%20board&color=0B1F33)](https://councilof.ai/api/gspc)
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  [![verify](https://img.shields.io/badge/verify%20a%20card-free%2C%20no%20account-0B1F33)](https://councilof.ai/gspc-verify)
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- [![DOI 10.5281/zenodo.21991104: Zenodo record unavailable](https://img.shields.io/badge/DOI%2010.5281%2Fzenodo.21991104-Zenodo%20record%20unavailable-8A6D00)](https://councilof.ai/methodology/)
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  `GET https://councilof.ai/api/gspc` — quote `totals.public_count`. This Hub card is a **printer** of that GET, never a second
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  engine. If the fetch fails the honest answer is `UNCHECKABLE` — never a fabricated `0.000`.
@@ -168,12 +170,12 @@ Measurement, never certification.
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  | How to verify, by hand | <https://councilof.ai/signed/HOW-TO-VERIFY.md> |
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  | Transparency root (Merkle) | <https://councilof.ai/root.json> |
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  | Every CSOAI repo on the Hub | <https://huggingface.co/csoai> |
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- | Methodology DOI | 10.5281/zenodo.21991104 (Zenodo record unavailable since 29 Sep 2026: account blocked by Zenodo; appeal pending. Live methodology page (not the deposit's bytes): <https://councilof.ai/methodology/>) |
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  | MCP endpoint — 19 tools, verified 2026-09-30T13:52:54Z | `POST https://councilof.ai/mcp` |
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  | MCP Registry | `io.github.CSOAI-ORG/gspc` — version not pinned here; the registry is the authority |
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  | npm — MCP server | [`csoai-gspc-mcp`](https://www.npmjs.com/package/csoai-gspc-mcp) — `npx -y csoai-gspc-mcp`. No version is pinned here: ask the registry for the current one rather than trusting a number written on a card. |
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  | Python reader + card verifier | `pip install "csoai-gspc[verify]"` then `csoai-gspc check` — re-derives the board totals from the axis array and exits non-zero if they disagree |
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- | This board as a dated, citable snapshot | 10.5281/zenodo.22293341 (Zenodo record unavailable since 29 Sep 2026: account blocked by Zenodo; appeal pending. Live board dataset (not the deposit's bytes): <https://huggingface.co/datasets/csoai/gspc-board>) |
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  ## What is in this repository
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@@ -198,7 +200,6 @@ size, its blob hash and a direct URL, so an agent can enumerate the repo without
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  title = {Hub queue — the census, never a measured count},
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  author = {{CSOAI Ltd}},
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  year = {2026},
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- doi = {10.5281/zenodo.21991104},
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  note = {DOI record unavailable since 29 Sep 2026 (Zenodo account blocked; appeal pending)},
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  howpublished = {Hugging Face Hub, \url{https://huggingface.co/datasets/csoai/hub-queue}},
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  note = {Live board: https://councilof.ai/api/gspc. Measurement, not certification.}
@@ -310,7 +311,7 @@ Source: https://councilof.ai/signed/card_index.json (schema csoai.gspc-card-inde
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  **Verify (free):** https://councilof.ai/gspc-verify/ · method https://councilof.ai/signed/HOW-TO-VERIFY.md
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- Zenodo DOI 10.5281/zenodo.21991104: UNAVAILABLE since 29 Sep 2026 (Zenodo blocked the CSOAI account; appeal pending; status https://councilof.ai/interop/zenodo-status.json). Cite the served methodology: https://councilof.ai/signed/HOW-TO-VERIFY.md
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  Caveat: do not fuse card_index axes (16) with board axes (23) or Hub cells (384); they are three different counts. Per-card values are point-in-time; never compare a card's accuracy to the live board as one number. RunPod pod outputs are UNSIGNED and are not counted or cited.
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  <!-- csoai-archive-by-axis:end 2026-10-06 -->
 
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  # Hub queue — the census, never a measured count
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+ > **Start here — free verify:** <https://councilof.ai/gspc-verify/> (or the free MCP tool `verify_card` at `https://councilof.ai/mcp`) · **Full catalog:** <https://councilof.ai/catalog.json> · Methodology: <https://councilof.ai/methodology/> · Measurement, not certification.
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+
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  <!-- csoai-funnel-2026-09-27 -->
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  **In one line:** Popular Hugging Face models, in order of their Hub download count, each marked with whether Council of AI holds a signed measurement of it. Most rows are UNMEASURED. For anyone checking whether a model they use has been measured. The `rank` column is download order, not a judgement of the model.
 
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  year = {2026},
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  publisher = {Hugging Face},
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  url = {https://huggingface.co/datasets/csoai/hub-queue},
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+ note = {Methodology: https://councilof.ai/methodology/. Measurement, not certification.}
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  }
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  ```
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  [![GSPC](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fcouncilof.ai%2Fapi%2Fgspc&query=%24.totals.public_count&label=GSPC%20board&color=0B1F33)](https://councilof.ai/api/gspc)
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  [![verify](https://img.shields.io/badge/verify%20a%20card-free%2C%20no%20account-0B1F33)](https://councilof.ai/gspc-verify)
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+ [![methodology](https://img.shields.io/badge/methodology-live-0B1F33)](https://councilof.ai/methodology/)
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  `GET https://councilof.ai/api/gspc` — quote `totals.public_count`. This Hub card is a **printer** of that GET, never a second
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  engine. If the fetch fails the honest answer is `UNCHECKABLE` — never a fabricated `0.000`.
 
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  | How to verify, by hand | <https://councilof.ai/signed/HOW-TO-VERIFY.md> |
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  | Transparency root (Merkle) | <https://councilof.ai/root.json> |
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  | Every CSOAI repo on the Hub | <https://huggingface.co/csoai> |
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+ | Methodology | <https://councilof.ai/methodology/> |
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  | MCP endpoint — 19 tools, verified 2026-09-30T13:52:54Z | `POST https://councilof.ai/mcp` |
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  | MCP Registry | `io.github.CSOAI-ORG/gspc` — version not pinned here; the registry is the authority |
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  | npm — MCP server | [`csoai-gspc-mcp`](https://www.npmjs.com/package/csoai-gspc-mcp) — `npx -y csoai-gspc-mcp`. No version is pinned here: ask the registry for the current one rather than trusting a number written on a card. |
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  | Python reader + card verifier | `pip install "csoai-gspc[verify]"` then `csoai-gspc check` — re-derives the board totals from the axis array and exits non-zero if they disagree |
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+ | This board, live | <https://huggingface.co/datasets/csoai/gspc-board> |
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  ## What is in this repository
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  title = {Hub queue — the census, never a measured count},
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  author = {{CSOAI Ltd}},
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  year = {2026},
 
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  note = {DOI record unavailable since 29 Sep 2026 (Zenodo account blocked; appeal pending)},
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  howpublished = {Hugging Face Hub, \url{https://huggingface.co/datasets/csoai/hub-queue}},
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  note = {Live board: https://councilof.ai/api/gspc. Measurement, not certification.}
 
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  **Verify (free):** https://councilof.ai/gspc-verify/ · method https://councilof.ai/signed/HOW-TO-VERIFY.md
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+ Methodology: <https://councilof.ai/methodology/> · verify by hand: <https://councilof.ai/signed/HOW-TO-VERIFY.md>
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  Caveat: do not fuse card_index axes (16) with board axes (23) or Hub cells (384); they are three different counts. Per-card values are point-in-time; never compare a card's accuracy to the live board as one number. RunPod pod outputs are UNSIGNED and are not counted or cited.
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  <!-- csoai-archive-by-axis:end 2026-10-06 -->