---
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

[![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)
[![verify](https://img.shields.io/badge/verify%20a%20card-free%2C%20no%20account-0B1F33)](https://councilof.ai/gspc-verify)
[![DOI](https://img.shields.io/badge/DOI-10.5281%2Fzenodo.21991104-0B1F33)](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 -->