GSPC — the measured governance of AI
Collection
Live GSPC board and related banks. Counts change: fetch councilof.ai/api/gspc. A collection item is not a measured subject. Not certification. • 43 items • Updated
name stringclasses 7
values | url stringclasses 7
values | kind stringclasses 6
values | repo stringclasses 1
value | as_of timestamp[s]date 2026-09-04 04:33:29 2026-09-04 04:33:29 |
|---|---|---|---|---|
GSPC live board (authority) | https://councilof.ai/api/gspc | api | csoai/gspc-verify | 2026-09-04T04:33:29 |
Verify a card — free, no account | https://councilof.ai/gspc-verify | tool | csoai/gspc-verify | 2026-09-04T04:33:29 |
How to verify, by hand | https://councilof.ai/signed/HOW-TO-VERIFY.md | doc | csoai/gspc-verify | 2026-09-04T04:33:29 |
Transparency root (Merkle) | https://councilof.ai/root.json | api | csoai/gspc-verify | 2026-09-04T04:33:29 |
MCP endpoint | https://councilof.ai/mcp | mcp | csoai/gspc-verify | 2026-09-04T04:33:29 |
Every CSOAI repo on the Hub | https://huggingface.co/csoai | index | csoai/gspc-verify | 2026-09-04T04:33:29 |
Methodology DOI | https://doi.org/10.5281/zenodo.21991104 | doi | csoai/gspc-verify | 2026-09-04T04:33:29 |
GSPC Verify
This dataset carries inputs and pointers for verifying published GSPC evidence. It is a reader surface, not a mill, ranking engine, or certificate. The live board remains the authority: GET https://councilof.ai/api/gspc.
Lid: 23 axes measured · 14 model fleets · 3 public leader scores · 9 fact runs · TIE is TIE · not a certificate.
Do not freeze a MEASURED/UNMEASURED table here. Re-read the live endpoints; fetch failure is UNCHECKABLE, never zero. The verifier checks supplied evidence and signatures; it does not create a favourable result or turn absence into a pass.
- Verify a card — free: https://councilof.ai/gspc-verify
- Live board: https://councilof.ai/api/gspc
- How to verify by hand: https://councilof.ai/signed/HOW-TO-VERIFY.md
- Transparency root: https://councilof.ai/root.json
- DID document: https://csoai.org/.well-known/did.json
- Canonical GSPC Space: https://huggingface.co/spaces/csoai/gspc-board
Measurement, not certification. A rank is never sold.
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: 23 axes measured · 14 model fleets · 3 public leader scores · 9 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 |
| 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 DOI | 10.5281/zenodo.21991104 (Zenodo record unavailable since 29 Sep 2026: account blocked by Zenodo; appeal pending. Live methodology page (not the deposit's bytes): https://councilof.ai/methodology/) |
| MCP endpoint — 13 tools, verified 2026-09-22T17:22:31Z | 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 |
|---|---|---|---|
README.md |
10470 | card | |
pointers.jsonl |
1099 | 7 | data (one JSON object per line) |
manifest.jsonl |
933 | 4 | derived at 2026-09-22T17:22:31Z |
eval.yaml |
507 | file |
manifest.jsonl is derived from this repository's own file tree at 2026-09-22T17:22:31Z; 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_gspc_verify,
title = {gspc-verify — Council of AI / GSPC},
author = {{CSOAI Ltd}},
year = {2026},
doi_status = {Zenodo DOI 10.5281/zenodo.21991104: UNAVAILABLE since 29 Sep 2026 (Zenodo blocked the CSOAI account; appeal pending; status https://councilof.ai/interop/zenodo-status.json). Cite the served methodology: https://councilof.ai/signed/HOW-TO-VERIFY.md},
howpublished = {Hugging Face Hub, \url{https://huggingface.co/datasets/csoai/gspc-verify}},
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. Card refreshed 2026-09-22T17:22:31Z.
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 — signed-card verifier inputs. 2026. Hugging Face dataset csoai/gspc-verify. https://huggingface.co/datasets/csoai/gspc-verify
@misc{csoai_gspc_verify,
title = {GSPC — signed-card verifier inputs},
author = {{CSOAI Ltd}},
year = {2026},
howpublished = {Hugging Face dataset, https://huggingface.co/datasets/csoai/gspc-verify},
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.
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=335GET https://councilof.ai/api/gspc→ 23 axes · 23 measuredGET 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
Zenodo DOI 10.5281/zenodo.21991104: UNAVAILABLE since 29 Sep 2026 (Zenodo blocked the CSOAI account; appeal pending; status https://councilof.ai/interop/zenodo-status.json). Cite the served methodology: 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; calltools/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. RegistrydeploymentUrlremains 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/gspc404 after unlist attempt; registry row may still exist with run.tools 401. Prefer onlycsoai/gspc-mcpfor discovery. - Measurement only. Never invent that registry
deploymentUrlequalscouncilof.ai/mcp. Never certify.
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