Datasets:

csoai
/

gspc-top100

rank int64 1 100	model_id stringlengths 13 57	axis stringclasses 16 values	status stringclasses 2 values	card_id stringlengths 64 64 ⌀	accuracy float64 0 1 ⌀	quantised bool 1 class
1	Qwen/Qwen3-0.6B	care-refusal-protect	MEASURED	00a5218048b4ff922c9793e5d155c7c62b4be5a84de3f09e16af3df59445b3c9	0	false
1	Qwen/Qwen3-0.6B	care-refusal-help	MEASURED	62183c2ff91701a63d8377034c8e136028fd443bc51740769dbabcab05c16eda	1	false
2	openai-community/gpt2	null	UNMEASURED	null	null	false
3	Qwen/Qwen3-8B	null	UNMEASURED	null	null	false
4	unsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF	null	UNMEASURED	null	null	false
5	nvidia/Qwen3.6-35B-A3B-NVFP4	null	UNMEASURED	null	null	false
6	Qwen/Qwen2.5-7B-Instruct	null	UNMEASURED	null	null	false
7	Qwen/Qwen2.5-1.5B-Instruct	null	UNMEASURED	null	null	false
8	farbodtavakkoli/OTel-2.0-LLM-31B-IT	null	UNMEASURED	null	null	false
9	openai/gpt-oss-20b	null	UNMEASURED	null	null	false
10	Qwen/Qwen2.5-0.5B-Instruct	swag-30	MEASURED	01c4c15d529ceb2f6b4529e9f5c44438a1aa2ac61f066b3a35b840bf98380813	1	false
10	Qwen/Qwen2.5-0.5B-Instruct	gsm8k-30	MEASURED	2073ab3d7d8d1cd330e4eb25789886da3dc932f16f96b47c69cf807e7f202c21	0.2	false
10	Qwen/Qwen2.5-0.5B-Instruct	care	MEASURED	45724650575f8f40363728b42c54c5683fffab59a10d65e2991b666ba4d4a813	0	false
10	Qwen/Qwen2.5-0.5B-Instruct	mmlu-30	MEASURED	72bb793031ae4ab19f9e24f056441ca412dc3834fe5d0a61e6749c85b45eee6c	0.7333	false
10	Qwen/Qwen2.5-0.5B-Instruct	arc-30	MEASURED	8311df2f6ac3f72e992d4a03ac0672208511e232959843c126a303b120589204	0.7667	false
10	Qwen/Qwen2.5-0.5B-Instruct	jail-escape-detection	MEASURED	d353007a873ad527cb39e99ef2ac8a77e0fe917f1affe124b0aa379c51c427e0	0.5352	false
10	Qwen/Qwen2.5-0.5B-Instruct	swarm-candidates	MEASURED	eb9c45816edd670bc3aafeff001f983b1d503ccd0cec432ba19b3bbe936ace36	0.148	false
10	Qwen/Qwen2.5-0.5B-Instruct	gov	MEASURED	f99095aa712b7d4353c706145b87970e18f95e8631a4329e206cb09d83c9140b	0	false
11	Qwen/Qwen3-4B	jail-escape-detection	MEASURED	0f3255b855d40813456bf6a73a430a2fd9132dfb0192c3dc6310d81943e23e39	0.4648	false
11	Qwen/Qwen3-4B	gsm8k-30	MEASURED	1396875231dcf6ae2d6387485a41f8c216ebc05a6e9b62c57c93797789d5fd87	0	false
11	Qwen/Qwen3-4B	care	MEASURED	2ce5114442aa85d7d321a76d395ab89f8eebe0277a36af164efa5c985a92e0e8	0	false
11	Qwen/Qwen3-4B	mmlu-30	MEASURED	4a3326585bd9c70dabf5b2e43b0b784e12d85fb90fef9dfc8c1d84fe6695bc83	0	false
11	Qwen/Qwen3-4B	swag-30	MEASURED	53bf3e8b0e9806f7057d2e7e05c63dde7428ffc965f1043f93631aaa60153ccf	0	false
11	Qwen/Qwen3-4B	arc-30	MEASURED	5bbcd8686af4ea670fc8b28f4955864d4adea615b107bbad12484100b58b367f	0	false
11	Qwen/Qwen3-4B	gov	MEASURED	7e486879495b1cce3af1a83a586779b0247ccb7a83623ff3f3aa04765bebf2e4	0	false
11	Qwen/Qwen3-4B	swarm-candidates	MEASURED	f48e88bb336b76588334c694b1331b2e4de122e528baf6f00b8ebf65867a7fbf	0.407	false
12	openai/gpt-oss-120b	null	UNMEASURED	null	null	false
13	Qwen/Qwen3-32B	null	UNMEASURED	null	null	false
14	dphn/dolphin-2.9.1-yi-1.5-34b	null	UNMEASURED	null	null	false
15	deepseek-ai/DeepSeek-V4-Flash-0731	null	UNMEASURED	null	null	false
16	ornith-ai/Ornith-1.0-9B-GGUF	null	UNMEASURED	null	null	false
17	Qwen/Qwen2.5-7B-Instruct-AWQ	null	UNMEASURED	null	null	false
18	Qwen/Qwen3-1.7B	null	UNMEASURED	null	null	false
19	EleutherAI/pythia-160m	null	UNMEASURED	null	null	false
20	Qwen/Qwen3-4B-Instruct-2507	null	UNMEASURED	null	null	false
21	ornith-ai/Ornith-1.0-35B-GGUF	null	UNMEASURED	null	null	false
22	ornith-ai/Ornith-1.0-35B	null	UNMEASURED	null	null	false
23	Qwen/Qwen2.5-14B-Instruct	null	UNMEASURED	null	null	false
24	HuggingFaceTB/SmolLM2-135M	null	UNMEASURED	null	null	false
25	ornith-ai/Ornith-1.5-9B-GGUF	null	UNMEASURED	null	null	false
26	Qwen/Qwen3-30B-A3B	null	UNMEASURED	null	null	false
27	Qwen/Qwen2.5-Coder-7B-Instruct	null	UNMEASURED	null	null	false
28	Qwen/Qwen3-14B-AWQ	null	UNMEASURED	null	null	false
29	ornith-ai/Ornith-1.5-35B-A3B-GGUF	null	UNMEASURED	null	null	false
30	Qwen/Qwen2.5-14B-Instruct-AWQ	null	UNMEASURED	null	null	false
31	antirez/deepseek-v4-gguf	null	UNMEASURED	null	null	false
32	distilbert/distilgpt2	null	UNMEASURED	null	null	false
33	JonathanColetti/Qwen3.8-27B-Uncensored-GGUF	null	UNMEASURED	null	null	false
34	Qwen/Qwen2.5-32B-Instruct	null	UNMEASURED	null	null	false
35	Qwen/Qwen2.5-Coder-14B-Instruct	null	UNMEASURED	null	null	false
36	deepseek-ai/DeepSeek-R1	null	UNMEASURED	null	null	false
37	prism-ml/Ternary-Bonsai-27B-mlx-2bit	null	UNMEASURED	null	null	false
38	prism-ml/Bonsai-27B-mlx-1bit	null	UNMEASURED	null	null	false
39	zai-org/GLM-4.7-Flash	null	UNMEASURED	null	null	false
40	TinyLlama/TinyLlama-1.1B-Chat-v1.0	null	UNMEASURED	null	null	false
41	Qwen/Qwen2.5-Coder-14B-Instruct-AWQ	null	UNMEASURED	null	null	false
42	ornith-ai/Ornith-1.0-9B	null	UNMEASURED	null	null	false
43	Qwen/Qwen3-14B	null	UNMEASURED	null	null	false
44	Qwen/Qwen3-8B-AWQ	null	UNMEASURED	null	null	false
45	Qwen/Qwen3-Coder-Next-FP8	null	UNMEASURED	null	null	false
46	Qwen/Qwen2.5-0.5B	care-refusal-help	MEASURED	17f99dc0542bae532c084ff939505b11122b243e8d4a80afecce6c616d0f6a2a	0.9286	false
46	Qwen/Qwen2.5-0.5B	gspc-continuity	MEASURED	279d602347f2eeef6cfafc36488a329ea991ec2973c312d82dcb037d182e480c	0.4615	false
46	Qwen/Qwen2.5-0.5B	gspc-openness	MEASURED	2aba0727a9b6c79a4c0bbd19c8edd2a01230e8d7083f6bd389cebe84c6fd2a17	0.5385	false
46	Qwen/Qwen2.5-0.5B	gspc-provenance	MEASURED	612d1f5ba92962e414c76271c0a271e9d2eb5d69204360ae62cee7f4792d1404	0.5333	false
46	Qwen/Qwen2.5-0.5B	gspc-safety	MEASURED	934d21b94bb149b2900464f2ec2a95b9312d54f9638852e2fb840bca672df4e0	0.6429	false
46	Qwen/Qwen2.5-0.5B	gspc-governance	MEASURED	a14dfc583db23cc6ef6ab50b269c5dcd4f7aaf7fd25441c8b64ca7f59bb12068	0.2917	false
46	Qwen/Qwen2.5-0.5B	care-refusal-protect	MEASURED	df55ff377d74691b6d37a3d6283d26af2696dc50f108e4de575d80962a390693	0.4516	false
46	Qwen/Qwen2.5-0.5B	gspc-conformance	MEASURED	ea109e668ae5acbda9297f7fa335874bb5101ffd6a7bed51c9f24f9e116a7eb9	0.4545	false
47	deepseek-ai/DeepSeek-V4-Flash	null	UNMEASURED	null	null	false
48	Qwen/Qwen2.5-Coder-32B-Instruct	null	UNMEASURED	null	null	false
49	Qwen/Qwen3-4B-Base	null	UNMEASURED	null	null	false
50	Qwen/Qwen3-1.7B-Base	null	UNMEASURED	null	null	false
51	zai-org/GLM-5.2	null	UNMEASURED	null	null	false
52	nvidia/Gemma-4-26B-A4B-NVFP4	null	UNMEASURED	null	null	false
53	QuantTrio/Qwen3-VL-30B-A3B-Instruct-AWQ	null	UNMEASURED	null	null	false
54	zai-org/GLM-5.2-FP8	null	UNMEASURED	null	null	false
55	farbodtavakkoli/OTel-LLM-E4B-IT	null	UNMEASURED	null	null	false
56	microsoft/phi-2	null	UNMEASURED	null	null	false
57	deepseek-ai/DeepSeek-V3.2	null	UNMEASURED	null	null	false
58	HuggingFaceTB/SmolLM2-135M-Instruct	null	UNMEASURED	null	null	false
59	Qwen/Qwen3-30B-A3B-Instruct-2507	null	UNMEASURED	null	null	false
60	Qwen/Qwen2.5-Coder-32B-Instruct-AWQ	null	UNMEASURED	null	null	false
61	farbodtavakkoli/OTel-LLM-27B-IT	null	UNMEASURED	null	null	false
62	mistralai/Mistral-7B-Instruct-v0.2	null	UNMEASURED	null	null	false
63	ibm-granite/granite-4.1-8b	null	UNMEASURED	null	null	false
64	nvidia/GLM-5.2-NVFP4	null	UNMEASURED	null	null	false
65	ibm-research/PowerMoE-3b	null	UNMEASURED	null	null	false
66	Qwen/Qwen3-4B-Instruct-2507-FP8	null	UNMEASURED	null	null	false
67	0bserverx/Qwen3.8-27B-Heretic-Abliterated-Uncensored-GGUF	null	UNMEASURED	null	null	false
68	Qwen/Qwen3-Coder-30B-A3B-Instruct-FP8	null	UNMEASURED	null	null	false
69	deepseek-ai/DeepSeek-V3-0324	null	UNMEASURED	null	null	false
70	deepseek-ai/DeepSeek-R1-0528-Qwen3-8B	null	UNMEASURED	null	null	false
71	Qwen/Qwen2.5-1.5B	mmlu-30	MEASURED	015263052086c35d1a74fdd04eea5e517a4fba78a226b1508abe41736c2079b0	0.8667	false
71	Qwen/Qwen2.5-1.5B	arc-30	MEASURED	15946fce1c8726459d9598523d32403d0b70e75fd9afe6068cd0701b00413320	0.9	false
71	Qwen/Qwen2.5-1.5B	gspc-continuity	MEASURED	435d9c5df4697efb4b39305473cb1289f517f5d2be8cc35953897c4ab1a7fa68	0.3077	false
71	Qwen/Qwen2.5-1.5B	gov	MEASURED	4c452e7b745cbb6df4c4211dedf9dc2d3f7221004a4f6785c4cd223d9adb1107	0	false
71	Qwen/Qwen2.5-1.5B	jail-escape-detection	MEASURED	522a12e784470ccc91b778317a796781660688e5e325c82187894c03dd4ea9af	0.5634	false
71	Qwen/Qwen2.5-1.5B	swarm-candidates	MEASURED	688a30e266f0a1ae007e0ff1e23915e283ed6e10eed25a8f54db2b5bc25cb71e	0.4	false
71	Qwen/Qwen2.5-1.5B	gspc-governance	MEASURED	76a1d3e23494015d61f15e629696b2b75e4887778d289af8677687023a45d9bf	0.2083	false
71	Qwen/Qwen2.5-1.5B	gspc-safety	MEASURED	7afd981583afc41922731424ea2d9c33a9ae5ba9d542aab6af2efd86c4d6b09a	0.7857	false

End of preview. Expand in Data Studio

GSPC top-100 census

Top-100 open models. A model is MEASURED on an axis only behind a VALID signed card. Not a certificate. Explorer: csoai/gspc-explorer

Display axis. Measurement, not certification. 23 axes · 23 measured = 14 model scores + 8 fact cards. Quote live totals.public_count. UNMEASURED stays empty, never zeroed.

Grammar: 5 of the top-100 measured on axis X (join rows=40; DISCOVERED/UNMEASURED stay 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.

Lid: 22 axes measured · 14 model fleets · 3 public leader scores · 8 fact runs · TIE is TIE · not a certificate.

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 / totals.lid (23·23·0 derived, never typed as a frozen paste)
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.

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	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 — 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	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
`top100.jsonl`	22601	135	data (one JSON object per line)
`top100.parquet`	10134		data (Parquet)
`README.md`	1720		card
`manifest.jsonl`		4	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_gspc_top100,
  title        = {GSPC top-100 census},
  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-top100}},
  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 / totals.lid (23·23·0 derived, never typed as a frozen paste)
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.

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 top-100 census. 2026. Hugging Face dataset csoai/gspc-top100. https://huggingface.co/datasets/csoai/gspc-top100

@misc{csoai_gspc_top100,
  title        = {GSPC top-100 census},
  author       = {{CSOAI Ltd}},
  year         = {2026},
  howpublished = {Hugging Face dataset, https://huggingface.co/datasets/csoai/gspc-top100},
  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

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; 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.

Downloads last month: 198

Collections including csoai/gspc-top100

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 14 days ago

GSPC — censuses and readers (DISCOVERED, not measured)

Collection

A census counts what exists. It is never a measurement, and its n must never be pooled with a bank n. • 15 items • Updated 10 days ago