card v2.1: de-pin the npm version so the card cannot go stale, add the Python reader and the dated snapshot DOI
c84e64b verified | license: cc-by-4.0 | |
| language: | |
| - en | |
| pretty_name: Hub queue — the census, never a measured count | |
| tags: | |
| - gspc | |
| - council-of-ai | |
| - ai-governance | |
| - eu-ai-act | |
| - ai-safety | |
| - measurement | |
| - attestation | |
| - signed-evidence | |
| - responsible-ai | |
| - evaluation | |
| - benchmark | |
| - transparency | |
| task_categories: | |
| - other | |
| size_categories: | |
| - 1K<n<10K | |
| 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 | |
| - 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://doi.org/10.5281/zenodo.21991104) | |
| `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:** 22 axes measured · 14 model fleets · 3 public leader scores · 8 fact runs · TIE is TIE · not a certificate. | |
| **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 | <https://doi.org/10.5281/zenodo.21991104> | | |
| | MCP endpoint — 12 tools, verified 2026-09-04T04:33:29Z | `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 | <https://doi.org/10.5281/zenodo.22293341> | | |
| ## 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}, | |
| 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 --> | |