Hub queue — the census, never a measured count

Byte-identical copy of the Hugging Face dataset csoai/hub-queue at revision 936bc309387766dc70b0443de2a7981a9917af66. It was copied only after that revision scored 100% on CSOAI's outward quality gate (2026-09-29T06:10:57Z). Per-file SHA-256 values are in MANIFEST.json. The card below is the dataset card, unedited. A listing on this site is a copy for access, not a sign of adoption. Hub queue — the census, never a measured count 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 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/ (also published on the Hub as 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 @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. 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. The live board is the authority 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 at viewing time; measurement, not certification. Capability + living GET (TUI7 distribution 2026-09-14) SUPERSEDED: typed Hub triples LIVE (re-GET /api/hub-cards → counts.*) (and prior 885/900/937/1113/1182/1185) — do not re-paste. Hub cite = live GET only. 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. Printer only — no axis mine on ZeroGPU. A100 COLD. Council of AI — GSPC + Hub printer Living board: https://councilof.ai/api/gspc — quote totals.public_count / totals.lid (never invent MEASURED) Hub cite: https://councilof.ai/api/hub-cards — re-GET; quote counts.* (typed LIVE (re-GET /api/hub-cards → counts.*) SUPERSEDED 2026-09-14) 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. 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. 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. Capability + living GET (TUI7 distribution 2026-09-14) SUPERSEDED: typed Hub triples LIVE (re-GET /api/hub-cards → counts.*) (and prior 885/900/937/1113/1182/1185) — do not re-paste. Hub cite = live GET only. 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. Printer only — no axis mine on ZeroGPU. A100 COLD. Council of AI — GSPC + Hub printer Living board: https://councilof.ai/api/gspc — quote totals.public_count / totals.lid (never invent MEASURED) Hub cite: https://councilof.ai/api/hub-cards — re-GET; quote counts.* (typed LIVE (re-GET /api/hub-cards → counts.*) SUPERSEDED 2026-09-14) 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. 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. 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 [e-mail] 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 @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/