card: remove agent directives, live lid and MCP tool count, DOI availability note (hf-org-card.py --scrub)
449405c verified | license: cc-by-4.0 | |
| language: | |
| - en | |
| pretty_name: Hub queue — the census, never a measured count | |
| task_categories: | |
| - other | |
| size_categories: | |
| - 1K<n<10K | |
| tags: | |
| - gspc | |
| - council-of-ai | |
| - ai-governance | |
| - eu-ai-act | |
| - ai-safety | |
| - measurement | |
| - attestation | |
| - signed-evidence | |
| - responsible-ai | |
| - evaluation | |
| - benchmark | |
| - transparency | |
| - model-census | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: queue.jsonl | |
| - config_name: manifest | |
| data_files: | |
| - split: train | |
| path: manifest.jsonl | |
| # Hub queue — the census, never a measured count | |
| <!-- csoai-funnel-2026-09-27 --> | |
| **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. | |
| ### Use it | |
| ```python | |
| from datasets import load_dataset | |
| ds = load_dataset("csoai/hub-queue", split="train") | |
| print(ds[0]) | |
| ``` | |
| - **Verify a signed card in your browser, free, no account:** <https://councilof.ai/gspc-verify/?ref=hf-hub-queue> | |
| - **Live census of Hub cards (free JSON):** <https://councilof.ai/api/hub-cards> | |
| - **For agents:** MCP endpoint `POST https://councilof.ai/mcp` (free read tools; call `tools/list`). | |
| - **A row about you is wrong, or you want an endpoint left out?** Ask for a re-check or object: <https://councilof.ai/census/?ref=hf-hub-queue> | |
| ### Fresh data | |
| This Hub copy is a dated snapshot. If it disagrees with the live source, the live source wins. | |
| - Live census (free, always current): `GET https://councilof.ai/api/hub-cards` | |
| - Daily signed index of every measurement capsule: [https://councilof.ai/measurement-capsules/](https://councilof.ai/measurement-capsules/?ref=hf-hub-queue) (also published on the Hub as [csoai/evidence-index](https://huggingface.co/datasets/csoai/evidence-index)) | |
| - **Pay per call for a fresh, signed capsule:** `GET https://councilof.ai/api/request-attestation?subject=<model-id>` returns an x402 payment challenge for a signed, content-addressed commission receipt for one named model. | |
| - Payment terms are published only in <https://councilof.ai/.well-known/x402.json>; this card quotes no price. Payment buys delivery and freshness, never a result, and verifying anything stays free. | |
| ### Cite | |
| ```bibtex | |
| @misc{csoai_hub_queue, | |
| title = {Hub queue — the census, never a measured count}, | |
| author = {{CSOAI Ltd (Council of AI)}}, | |
| year = {2026}, | |
| publisher = {Hugging Face}, | |
| url = {https://huggingface.co/datasets/csoai/hub-queue}, | |
| note = {Methodology: doi:10.5281/zenodo.21991104. Measurement, not certification.} | |
| } | |
| ``` | |
| Measurement, not certification. This card adds no score or ranking of any company. A row marked UNMEASURED has not been measured; it is not a pass. | |
| <!-- /csoai-funnel-2026-09-27 --> | |
| - SWIFT census (live): https://councilof.ai/api/swift | |
| - XRPL reader (live): https://councilof.ai/api/xrpl | |
| One flat table (`queue.parquet` / `queue.jsonl`): `rank, id, downloads, pipeline_tag, status, card_id, as_of, measured_axes`. `SUMMARY.json` is the only place counts live (`n`, `n_measured`, `n_measured_axes`) — read them there, never type them here. | |
| - Most rows: `UNMEASURED`, empty `card_id`. | |
| - A few rows may carry a verifying card sha256 for models already in the 14-axis fleets. Do not stamp MEASURED from a listing alone. | |
| - Explorer: https://huggingface.co/spaces/csoai/gspc-explorer | |
| **UNSIGNED staging (HF Jobs mill):** cards the mill stages under `csoai/gspc-hub-cards/staged-unsigned/<date>/<axis>/` carry `"signature": null`. UNSIGNED — becomes MEASURED only after a VALID signature; nothing here is a rank. A staged card's hits/n are card bytes, not a score; n<30 unquotable; TIE is never a win. Staging never changes `n_measured`, any cell, `mill-cards/`, `INDEX.jsonl` or `cards.jsonl`. Per-model state, every axis verbatim: https://huggingface.co/spaces/csoai/gspc-lookup | |
| `SUMMARY.json.staged_unsigned` points at the day's staged manifest and is informational only. | |
| Locks live under `locks/`. Dataset viewer reads **parquet only**. This dataset is a census printer, not a second scoreboard. **Not a certificate.** | |
| <!-- csoai-hubcard-v2 --> | |
| ## The live board is the authority | |
| [](https://councilof.ai/api/gspc) | |
| [](https://councilof.ai/gspc-verify) | |
| [](https://councilof.ai/methodology/) | |
| `GET https://councilof.ai/api/gspc` — quote `totals.public_count`. This Hub card is a **printer** of that GET, never a second | |
| engine. If the fetch fails the honest answer is `UNCHECKABLE` — never a fabricated `0.000`. | |
| Status words: `LOADING` / `UNREACHABLE` / `UNMEASURED` / `UNCHECKABLE`. | |
| **Lid:** Read `totals.lid` from the live [board](https://councilof.ai/api/gspc) at viewing time; measurement, not certification. | |
| <!-- csoai-capability-densify-2026-09-14-tui7 --> | |
| ## Capability + living GET (TUI7 distribution 2026-09-14) | |
| ``` | |
| Live board: GET https://councilof.ai/api/gspc → quote `totals.public_count` and `totals.lid` at viewing time; do not paste frozen counts. | |
| Hub cards: GET https://councilof.ai/api/hub-cards → quote counts.cells / counts.measured / counts.unmeasured LIVE (no typed Hub triple) | |
| Hub bank: https://huggingface.co/datasets/csoai/gspc-hub-cards | |
| Free verify: https://councilof.ai/gspc-verify | |
| Discovery: GET https://councilof.ai/.well-known/x402.json (live · Base · USDC) | |
| OX discovery resources: councilof 0/60 honest — do not invent rows | |
| Measurement, never certification. | |
| ``` | |
| [](https://councilof.ai/api/gspc) | |
| [](https://councilof.ai/api/hub-cards) | |
| ### Council of AI — GSPC + Hub printer | |
| - Living board: https://councilof.ai/api/gspc — quote `totals.public_count` / `totals.lid` (never invent MEASURED) | |
| - Hub cards (read live): https://councilof.ai/api/hub-cards | |
| - Hub dataset bank: https://huggingface.co/datasets/csoai/gspc-hub-cards | |
| - Verify free: https://councilof.ai/gspc-verify | |
| - x402 discovery: https://councilof.ai/.well-known/x402.json | |
| - Catalog: https://councilof.ai/api/x402 | |
| - Free door (amount 0): https://councilof.ai/api/free-door | |
| - Jail goldbank: https://huggingface.co/datasets/csoai/gspc-jail-goldbank | |
| - Human: free + x402 PAYG · Coming—Paddle not live · never Stripe | |
| - Agents: payTo is merchant receive — never the signer | |
| - Self-settle proves the rail; stranger revenue is separate (do not invent buyers) | |
| - Measurement, not certification. Never sell a rank. Never certify. | |
| Any Hub `x402.json` in a CSOAI printer is a byte-mirror of the living well-known GET — **not a second authority**. | |
| <!-- /csoai-capability-densify-2026-09-14-tui7 --> | |
| <!-- csoai-wave-e-openapi-2026-09-07 --> | |
| ### OpenAPI / CDP discovery (apex · Wave E) | |
| ``` | |
| OpenAPI (canonical): GET https://councilof.ai/openapi.json → version 0.2+6c709613dc31 · 97 paths | |
| NOT: https://councilof.ai/public/openapi.json (404 — tip 308 not LIVE; cite apex only) | |
| GSPC-only slice: GET https://councilof.ai/api/openapi.json (7 paths — not CDP paid catalog) | |
| x402 discovery: GET https://councilof.ai/.well-known/x402.json (mode live · Base eip155:8453 · USDC) | |
| Catalog: GET https://councilof.ai/api/x402 | |
| Live board: GET https://councilof.ai/api/gspc → quote `totals.public_count` and `totals.lid` at viewing time; do not paste frozen counts. | |
| Verify free: https://councilof.ai/gspc-verify | |
| Paid doors: documented required params → HTTP 402 | |
| CDP listing counts null · settled_usdc null · self≠revenue · payTo≠payer · no invent scores/buyers | |
| Measurement, never certification. | |
| ``` | |
| <!-- /csoai-wave-e-openapi-2026-09-07 --> | |
| **This repository:** **NOT A BOARD MEASUREMENT** — this repository is a corpus, mirror or door published by CSOAI. It carries no axis score. The measured slots live on the board GET below. | |
| | | | | |
| |---|---| | |
| | Live board (authority) | <https://councilof.ai/api/gspc> | | |
| | Verify a card — free, no account | <https://councilof.ai/gspc-verify> | | |
| | How to verify, by hand | <https://councilof.ai/signed/HOW-TO-VERIFY.md> | | |
| | Transparency root (Merkle) | <https://councilof.ai/root.json> | | |
| | Every CSOAI repo on the Hub | <https://huggingface.co/csoai> | | |
| | 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/>) | | |
| | MCP endpoint — 19 tools, verified 2026-09-30T13:52:54Z | `POST https://councilof.ai/mcp` | | |
| | MCP Registry | `io.github.CSOAI-ORG/gspc` — version not pinned here; the registry is the authority | | |
| | 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. | | |
| | 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 | | |
| | 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>) | | |
| ## What is in this repository | |
| | file | bytes | rows | what | | |
| |---|---:|---:|---| | |
| | `locks/HF2200.lock.json` | 527637 | | JSON document | | |
| | `queue.jsonl` | 522273 | 2410 | data (one JSON object per line) | | |
| | `queue.parquet` | 147065 | | data (Parquet) | | |
| | `locks/FLEET-B.lock.json` | 13802 | | JSON document | | |
| | `README.md` | 2914 | | card | | |
| | `SUMMARY.json` | 562 | | JSON document | | |
| | `manifest.jsonl` | | 7 | derived at 2026-09-04T04:33:29Z | | |
| `manifest.jsonl` is derived from this repository's own file tree at 2026-09-04T04:33:29Z; it lists every file with its | |
| size, its blob hash and a direct URL, so an agent can enumerate the repo without cloning it. | |
| ## Citation | |
| ```bibtex | |
| @misc{csoai_gspc_hub_queue, | |
| title = {Hub queue — the census, never a measured count}, | |
| author = {{CSOAI Ltd}}, | |
| year = {2026}, | |
| doi = {10.5281/zenodo.21991104}, | |
| note = {DOI record unavailable since 29 Sep 2026 (Zenodo account blocked; appeal pending)}, | |
| howpublished = {Hugging Face Hub, \url{https://huggingface.co/datasets/csoai/hub-queue}}, | |
| note = {Live board: https://councilof.ai/api/gspc. Measurement, not certification.} | |
| } | |
| ``` | |
| --- | |
| **Measurement, not certification.** No slot is for sale and no empty slot is filled by payment. | |
| Issued by CSOAI Ltd (England & Wales, Companies House **16939677**), 3rd Floor, 86–90 Paul Street, | |
| London EC2A 4NE. Card refreshed 2026-09-04T04:33:29Z; every number above is either fetched live or carries the | |
| timestamp at which it was read. | |
| <!-- /csoai-hubcard-v2 --> | |
| <!-- csoai-capability-densify-2026-09-14-tui7 --> | |
| ## Capability + living GET (TUI7 distribution 2026-09-14) | |
| ``` | |
| Live board: GET https://councilof.ai/api/gspc → quote `totals.public_count` and `totals.lid` at viewing time; do not paste frozen counts. | |
| Hub cards: GET https://councilof.ai/api/hub-cards → quote counts.cells / counts.measured / counts.unmeasured LIVE (no typed Hub triple) | |
| Hub bank: https://huggingface.co/datasets/csoai/gspc-hub-cards | |
| Free verify: https://councilof.ai/gspc-verify | |
| Discovery: GET https://councilof.ai/.well-known/x402.json (live · Base · USDC) | |
| OX discovery resources: councilof 0/60 honest — do not invent rows | |
| Measurement, never certification. | |
| ``` | |
| [](https://councilof.ai/api/gspc) | |
| [](https://councilof.ai/api/hub-cards) | |
| ### Council of AI — GSPC + Hub printer | |
| - Living board: https://councilof.ai/api/gspc — quote `totals.public_count` / `totals.lid` (never invent MEASURED) | |
| - Hub cards (read live): https://councilof.ai/api/hub-cards | |
| - Hub dataset bank: https://huggingface.co/datasets/csoai/gspc-hub-cards | |
| - Verify free: https://councilof.ai/gspc-verify | |
| - x402 discovery: https://councilof.ai/.well-known/x402.json | |
| - Catalog: https://councilof.ai/api/x402 | |
| - Free door (amount 0): https://councilof.ai/api/free-door | |
| - Jail goldbank: https://huggingface.co/datasets/csoai/gspc-jail-goldbank | |
| - Human: free + x402 PAYG · Coming—Paddle not live · never Stripe | |
| - Agents: payTo is merchant receive — never the signer | |
| - Self-settle proves the rail; stranger revenue is separate (do not invent buyers) | |
| - Measurement, not certification. Never sell a rank. Never certify. | |
| Any Hub `x402.json` in a CSOAI printer is a byte-mirror of the living well-known GET — **not a second authority**. | |
| <!-- /csoai-capability-densify-2026-09-14-tui7 --> | |
| <!-- csoai-signed-archive-awareness-2026-09-14 --> | |
| ## Signed measurement archive (free cite · never a grade) | |
| ``` | |
| Live board: GET https://councilof.ai/api/gspc → quote `totals.public_count` and `totals.lid` at viewing time; do not paste frozen counts. | |
| Signed card index: GET https://councilof.ai/signed/card_index.json → n_cards=335 · schema csoai.gspc-card-index/0.1 | |
| How to verify (stranger): https://councilof.ai/signed/HOW-TO-VERIFY.md | |
| Free verify UI: https://councilof.ai/gspc-verify/ | |
| Example SIGNED card: https://councilof.ai/signed/cards/cff1aaf070acb97c224177809856bc20310f4958eb44bdffab7d4b04836535f4.json | |
| Hub census (≠ board ≠ card_index): GET https://councilof.ai/api/hub-cards → 131/131/0 | |
| HF printers: https://huggingface.co/datasets/csoai/gspc-hub-cards · https://huggingface.co/datasets/csoai/gspc-jail-goldbank | |
| Supply-led: CSOAI measures public systems independently first; sells delivery/freshness/monitoring/integration/replay/extra compute — never grades or favourable results. | |
| Measurement credential, never certification. Free refresh only. | |
| ``` | |
| Owner: N-Sites — free paste onto HF/Kaggle printers. Hub LIVE **131** (kill 1191/1196). card_index n=335. Never invent VC/revenue. Stamp 2026-09-14T10:37Z. | |
| <!-- csoai-cite-v1:start --> | |
| ## Objections, contact and corrections | |
| To object to a row, ask for a re-check, request a correction or ask for a record to be withdrawn, email **nicholas@csoai.org** or use the appeals and dispute route at https://councilof.ai/dispute/. Corrections are listed in the corrections ledger at https://councilof.ai/api/corrections, with what changed and when. CSOAI Ltd (company no. 16939677, England and Wales) is the accountable publisher. | |
| ## How to cite | |
| CSOAI Ltd (Council of AI). *Hub queue — the census, never a measured count*. 2026. Hugging Face dataset `csoai/hub-queue`. https://huggingface.co/datasets/csoai/hub-queue | |
| ```bibtex | |
| @misc{csoai_hub_queue, | |
| title = {Hub queue — the census, never a measured count}, | |
| author = {{CSOAI Ltd}}, | |
| year = {2026}, | |
| howpublished = {Hugging Face dataset, https://huggingface.co/datasets/csoai/hub-queue}, | |
| note = {Corrections: https://councilof.ai/api/corrections} | |
| } | |
| ``` | |
| Licence: CC-BY-4.0. Attribute Council of AI, CSOAI Ltd (16939677), https://councilof.ai. | |
| ## Corrections and verification | |
| - Corrections ledger (signed): https://councilof.ai/api/corrections. Corrections to CSOAI's published records are logged there with what changed and when. | |
| - Verify a signed record yourself, free and without an account: https://councilof.ai/gspc-verify/ (step by step: https://councilof.ai/signed/HOW-TO-VERIFY.md). | |
| - Conformance kit for signed-receipts/v1, with test vectors for implementers: https://councilof.ai/spec/signed-receipts/v1/conformance/ | |
| <!-- csoai-cite-v1:end --> | |