csoai/gspc-bench-results

GSPC Bench Results

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.

Per-axis rows of the GSPC board, derived from GET https://councilof.ai/api/gspc at 2026-09-06T04:34:06Z into results.parquet — the only file the dataset viewer reads. The earlier files in this repository (gspc-bench-results.jsonl, results.json, results.csv, living-board.json, eval.yaml) are the August 2026 export from the retired 14-slot count; they are kept as history, superseded by the live GET, and must not be quoted as the board. A row here is a printout, never a second scoreboard.

Live board — derived 2026-09-06T04:34:06Z from GET https://councilof.ai/api/gspc

Lid: read totals.lid from https://councilof.ai/api/gspc at viewing time (never typed on this card).

totals.public_count = 23 axes · 23 measured; re-derived here from the axis array = 23 axes · 23 measured (agrees).

#	axis	family	kind	status	n	separation	leader	bank
1	governance	gspc	model-comparison	MEASURED	237	UNTESTED	withheld — own model led	csoai/gspc-gov
2	safety	gspc	model-comparison	MEASURED	36	TIE	gemma3:12b (base model)	csoai/gspc-agi
3	provenance	gspc	model-comparison	MEASURED	32	UNTESTED	withheld — own model led	csoai/gspc-prv
4	continuity	gspc	model-comparison	MEASURED	33	UNTESTED	withheld — own model led	csoai/gspc-asi
5	conformance	gspc	model-comparison	MEASURED	35	UNTESTED	withheld — own model led	csoai/gspc-mcp
6	openness	gspc	model-comparison	MEASURED	32	UNTESTED	withheld — own model led	csoai/gspc-oss
7	machinery-conformity	gspc	model-comparison	MEASURED	33	UNTESTED	withheld — no signed card	csoai/gspc-mach
8	care	gspc	model-comparison	MEASURED	199	UNTESTED	withheld — own model led	csoai/gspc-care
9	cross-reality	gspc	model-comparison	MEASURED	32	UNTESTED	withheld — no signed card	csoai/gspc-xr
10	detector-interop	gspc	model-comparison	MEASURED	33	UNTESTED	withheld — no signed card	csoai/gspc-det
11	art5-safeguard	gspc	model-comparison	MEASURED	36	UNTESTED	withheld — own model led	csoai/gspc-art5
12	swarm	gspc	model-comparison	MEASURED	37	SEPARATED	qwen2.5:7b (base model)	csoai/gspc-swarm
13	affect	gspc	model-comparison	MEASURED	41	UNTESTED	withheld — own model led	csoai/gspc-affect
14	jail	gspc	model-comparison	MEASURED	71	TIE	qwen2.5:0.5b-instruct (base model)	csoai/gspc-jail-goldbank
15	provenance-controls	financial	deterministic-facts	MEASURED	6	n/a	none by design (facts run)	csoai/gspc-provenance-controls
16	reserve-attestation	financial	deterministic-facts	MEASURED	16	n/a	none by design (facts run)	csoai/gspc-reserve-attestation
17	regulatory-framework	financial	deterministic-facts	MEASURED	16	n/a	none by design (facts run)	csoai/gspc-regulatory-framework
18	distribution-integrity	financial	deterministic-facts	MEASURED	16	n/a	none by design (facts run)	csoai/gspc-distribution-integrity
19	custody-disclosure	financial	deterministic-facts	MEASURED	16	n/a	none by design (facts run)	csoai/gspc-custody-disclosure
20	ai-adoption-components	financial	deterministic-facts	MEASURED	2	n/a	none by design (facts run)	csoai/gspc-ai-economy-index
21	labour-components	financial	deterministic-facts	MEASURED	2	n/a	none by design (facts run)	csoai/gspc-human-labour-index
22	humanoid-labour-index	financial	deterministic-facts	MEASURED	8	n/a	none by design (facts run)	csoai/gspc-humanoid-labour-index

as_of: fetched 2026-09-06T04:34:06Z · measured_on: behavioural axes 2026-08-12 · jail 2026-08-18 · financial-fact axes 2026-08-25 · gold run: 2026-08-18T03:22:16Z · board signer: did:web:csoai.org#board-attestation-1

A TIE is never a win. A withheld leader is a state, not a zero. Facts runs have no leader by design. Empty stays empty.

— live SVG, derived at request time.

Live board (authority)	https://councilof.ai/api/gspc
Verify a card, free	https://councilof.ai/gspc-verify
Signed Merkle root	https://councilof.ai/root.json
DID document (did:web:csoai.org)	https://csoai.org/.well-known/did.json
How to verify by hand	https://councilof.ai/signed/HOW-TO-VERIFY.md
A2A agent card	https://councilof.ai/.well-known/agent-card.json
Methodology	https://councilof.ai/methodology/

Measurement, not certification. Signed means Ed25519 under did:web:csoai.org; nothing here is a certificate, a rank for sale, or a conformity mark.

What is in this repository

file	bytes	rows	what
living-board.json	43905		JSON document
results.parquet	5777	22	data (Parquet)
results.json	4490		JSON document
manifest.jsonl	1682	8	derived at 2026-09-06T04:34:06Z
gspc-bench-results.jsonl	1039		data (one JSON object per line)
README.md	1016		card
eval.yaml	514		file
results.csv	374		data (CSV)

manifest.jsonl is derived from this repository's own file tree at 2026-09-06T04:34:06Z; 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_bench_results,
  title        = {gspc-bench-results — Council of AI / GSPC},
  author       = {{CSOAI Ltd}},
  year         = {2026},
  howpublished = {Hugging Face Hub, \url{https://huggingface.co/datasets/csoai/gspc-bench-results}},
  note         = {Live board: https://councilof.ai/api/gspc. Measurement, not certification.}
}

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 Bench Results. 2026. Hugging Face dataset csoai/gspc-bench-results. https://huggingface.co/datasets/csoai/gspc-bench-results. DOI: 10.57967/hf/10116

@misc{csoai_gspc_bench_results,
  title        = {GSPC Bench Results},
  author       = {{CSOAI Ltd}},
  year         = {2026},
  howpublished = {Hugging Face dataset, https://huggingface.co/datasets/csoai/gspc-bench-results},
  doi          = {10.57967/hf/10116},
  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/

Reuse and provenance

Download one published file at the recorded revision:

from huggingface_hub import hf_hub_download
path = hf_hub_download(
    repo_id='csoai/gspc-bench-results', repo_type='dataset',
    filename='results.parquet',
    revision='af56eebdd239ba7dda44aa9f2bd2381395ed574e',
)
print(path)

Use the file's observation date, scope and licence when reusing it. Repository updates and downloads are not new measurements.

• Current GSPC board and methodology.
• Verify supported signed records and read corrections.
• Earlier page notes and dated integration announcements.

Measurement is not certification. A repository, signed record or passing software test does not by itself establish current board admission, product acceptance or benchmark leadership.