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csoai
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hub-queue

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Modalities:
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Formats:
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Languages:
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Size:
1K - 10K
Tags:
gspc
council-of-ai
ai-governance
eu-ai-act
ai-safety
measurement
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hub-queue / README.md
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Nicholastempleman
card v2.1: de-pin the npm version so the card cannot go stale, add the Python reader and the dated snapshot DOI
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metadata 
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

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.

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.

The live board is the authority

GSPC verify DOI

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 — 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 

@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.