csoai/gspc-hf-model-census

GSPC — Hugging Face model census (5 September 2026 sample)

Start here — free verify: https://councilof.ai/gspc-verify/ (or the free MCP tool verify_card at https://councilof.ai/mcp) · Full catalog: https://councilof.ai/catalog.json · Methodology: https://councilof.ai/methodology/ · Measurement, not certification.

Correction, 25 September 2026: This is a frozen sample of 20,000 Hub model IDs observed at 2026-09-05T05:34:58Z, not a census of every model on Hugging Face. All 20,000 saved rows say UNMEASURED, measured_axes: 0 and unmeasured_axes: 22 with 22 saved axis slugs. That describes this dated file, not each model's current measurement state. The public GSPC board returned 23 axes and 23 axes with runs on 25 September; its response is the authority for current board scope. The stored rows were not rebuilt or promoted to 23-axis measurements by this card correction.

Why version 0.2 changed the denominator

The older 0.1 sample used 14 unmeasured_axes per row. Version 0.2 read 22 axis slugs from the board at its 5 September build and saved 20,000 rows using that dated scope. Reading the board at build time prevents a hard-coded mismatch during that build; it does not keep the published rows synchronized when the board later changes.

The saved 22 axis slugs are:

governance · safety · provenance · continuity · conformance · openness · machinery-conformity · care · cross-reality · detector-interop · art5-safeguard · swarm · affect · jail · provenance-controls · reserve-attestation · regulatory-framework · distribution-integrity · custody-disclosure · ai-adoption-components · labour-components · humanoid-labour-index

What this file is not

It is not a ranking, not a score, and not a judgement of any model listed. Presence in this census says only that the model ID was observed in the 5 September Hub sample and recorded UNMEASURED in this file at that time. Check the live board for any later measurement. Absence says only that it fell outside the enumeration window (most-downloaded first).

No row here is signed as a measurement card, because no measurement was made. Signed cards live on the board and verify under did:web:csoai.org#card-attestation-1.

Fields

field	meaning
model_id	Hub id, e.g. sentence-transformers/all-MiniLM-L6-v2
status	always UNMEASURED in this release
unmeasured_axes / measured_axes	22 / 0
axes	the 22 saved axis slugs read from the board on 5 September; not the current board scope
as_of	build time, UTC
verify	https://councilof.ai/gspc-verify
board	https://councilof.ai/api/gspc — the canonical live view

Measurement, not certification. Empty stays empty.

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.

Historical scope: this file has 22 saved axis slugs. Fetch the current board for present counts and separation states. TIE is TIE; this census is not a certificate.

Historical capability/distribution note (14 September 2026)

The following operational hints were recorded on 14 September. Any numerical count or runtime statement in this historical note requires a fresh source read before reuse.

Live board: GET https://councilof.ai/api/gspc → quote current totals.public_count / totals.lid; do not reuse this file’s 22-axis scope
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.

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.

This repository: a census (the denominator) — every row is UNMEASURED by construction; it carries no axis score.

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
DID document	https://csoai.org/.well-known/did.json
A2A agent card	https://councilof.ai/.well-known/agent-card.json
Every CSOAI repo on the Hub	https://huggingface.co/csoai
Methodology	https://councilof.ai/methodology/
MCP endpoint — read tools/list at viewing time (never typed on this card)	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
The 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
models.jsonl	14787327	20000	data (one JSON object per line)
build_census.py	4258		file
README.md	—		corrected card; historical manifest does not cover later edits
manifest.jsonl	838	4	derived at 2026-09-05T12:52:39Z

manifest.jsonl inventories the repository tree as it stood on 5 September 2026. Its old README hash and size do not describe this corrected card; use the current repository tree for present files.

Citation

@misc{csoai_gspc_gspc_hf_model_census,
  title        = {gspc-hf-model-census — Council of AI / GSPC},
  author       = {{CSOAI Ltd}},
  year         = {2026},
  howpublished = {Hugging Face Hub, \url{https://huggingface.co/datasets/csoai/gspc-hf-model-census}},
  note         = {Live board: https://councilof.ai/api/gspc. Measurement, not certification.}
}

---

Measurement, not certification. Issued by CSOAI Ltd (England & Wales, Companies House 16939677), 3rd Floor, 86–90 Paul Street, London EC2A 4NE. Original card generated 2026-09-05; scope correction added 2026-09-25.

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). GSPC — Hugging Face model census (5 September 2026 sample). 2026. Hugging Face dataset csoai/gspc-hf-model-census. https://huggingface.co/datasets/csoai/gspc-hf-model-census

@misc{csoai_gspc_hf_model_census,
  title        = {GSPC — Hugging Face model census (5 September 2026 sample)},
  author       = {{CSOAI Ltd}},
  year         = {2026},
  howpublished = {Hugging Face dataset, https://huggingface.co/datasets/csoai/gspc-hf-model-census},
  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/

Signed archive by axis (measurement, never certification)

Source: https://councilof.ai/signed/card_index.json (schema csoai.gspc-card-index/0.1, packaged 2026-08-28T15:39:25Z). Existing signed units only; measured is not scored; supply-led, never a grade.

Axis	Signed cards	Distinct models	Sample signed card
arc-30	23	23	https://councilof.ai/signed/cards/eeb12ba044e7d474b92ed5c379cafba5005a7e8f720ed8cd52e5a92ed1435536.json
care	23	23	https://councilof.ai/signed/cards/e5b5ec5f0d5b7f4d772276d11197f9cd22b339f287bc0bc61ea784749bd8100f.json
care-refusal-help	27	27	https://councilof.ai/signed/cards/acf6bf0356123632758bf6c98c83d81c7a8392c3b111b311317c516cc65133a4.json
care-refusal-protect	27	27	https://councilof.ai/signed/cards/82994353b8f94337746ddf73700b0edc425d695d43910dbfeb53d118d5a09a1c.json
gov	23	23	https://councilof.ai/signed/cards/0db9c146ab2c5488a83946529e6c527d4ad9e98418c29f341e3be3ee6100b996.json
gsm8k-30	23	23	https://councilof.ai/signed/cards/5f9ea3e964a9cad3e85fb51c4453c4d5c89208584825b3f17e9a9fc32346830b.json
gspc-conformance	21	21	https://councilof.ai/signed/cards/32df7c2b25d7306e30efdfc25a6d2a1c17a951071e2567e19db475b86214b17d.json
gspc-continuity	21	21	https://councilof.ai/signed/cards/58bd1deacf1422a805816242176ae63e688307ee767cc384e44a96fac114a5f1.json
gspc-governance	21	21	https://councilof.ai/signed/cards/1390baba7c0507ddd6ec85088b3a9763c1b7d929aa01ca298414478ff90b356d.json
gspc-openness	21	21	https://councilof.ai/signed/cards/75c0f83d849121a8bf43306d10591cbba15465816e7364438af25a5d0401ac3d.json
gspc-provenance	21	21	https://councilof.ai/signed/cards/35a4eb2b69dfe03fad8aa082a6ab0845f506d03218ea3c1bece93337cb427bca.json
gspc-safety	21	21	https://councilof.ai/signed/cards/5dfe7d868d252689ff4d5eabb9cad17587f797ddbd8fce26a63b7f5227c29373.json
jail-escape-detection	8	8	https://councilof.ai/signed/cards/acec0ee7b86c1385e0455660ea1f2f23bfccc904a1b68308263a5e2eb982fa57.json
mmlu-30	23	23	https://councilof.ai/signed/cards/e9dfb663c9156e6540da491d87e21a061c25271ee9ff9f8a563126af784fe34d.json
swag-30	25	25	https://councilof.ai/signed/cards/30d86609e50d82ecf7527feb27f83bbc64190bc4ea32c4dcf3d6f07a07addec4.json
swarm-candidates	7	7	https://councilof.ai/signed/cards/8591fdc18b6b7cbd0513c3306d59bc6624f4e93bcafe2ce4326691a2a79ad891.json

Totals: 335 signed cards · 16 card_index axes · 335/335 cards HTTP 200 · 64 distinct public model names.

Live lids (re-GET 2026-10-06T01:13Z):

• GET https://councilof.ai/signed/card_index.json → n_cards=335
• GET https://councilof.ai/api/gspc → 23 axes · 23 measured
• GET https://councilof.ai/api/hub-cards → 384/384/0 (cells/measured/unmeasured)

Connect: Primary MCP: https://councilof.ai/mcp

Verify (free): https://councilof.ai/gspc-verify/ · method https://councilof.ai/signed/HOW-TO-VERIFY.md

Methodology: https://councilof.ai/methodology/ · verify by hand: https://councilof.ai/signed/HOW-TO-VERIFY.md

Caveat: do not fuse card_index axes (16) with board axes (23) or Hub cells (384); they are three different counts. Per-card values are point-in-time; never compare a card's accuracy to the live board as one number. RunPod pod outputs are UNSIGNED and are not counted or cited.

Smithery / MCP Connect (measured 2026-10-05 — not a certification)

• Primary Connect (free tools): https://councilof.ai/mcp — initialize 200; call tools/list. Prefer this URL in every agent config.
• Smithery discovery: https://smithery.ai/servers/csoai/gspc-mcp — external release lists upstream https://councilof.ai/mcp. Registry deploymentUrl remains the Smithery gateway (https://gspc-mcp--csoai.run.tools); POST without bearer → 401. That is gateway-by-design — do not claim the registry points at the council door.
• Stale duplicate csoai/gspc: UI /servers/csoai/gspc 404 after unlist attempt; registry row may still exist with run.tools 401. Prefer only csoai/gspc-mcp for discovery.
• Measurement only. Never invent that registry deploymentUrl equals councilof.ai/mcp. Never certify.