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
council-safe — in-house jail detector, measured
An in-house CSOAI jail-escape detector, measured on the same GSPC board as every other model
and published, not hidden. Detection accuracy on the frozen jail bank is reported exactly as measured
(0.4789) — the number is what it is, and the swarm-candidates 0.0 row stays on the page.
A name is not a measurement: six public models on the Hub are named "refusing" and do not refuse. That is why this card leads with the signed cards rather than with the name.
No weights are published in this repository. This is a measurement record: the signed cards below are the artefact. Every hash resolves to a card you can fetch and verify yourself, with no account.
Measured axes — Ed25519-signed, re-verifiable
| axis | accuracy | signed card (sha256) | frozen bank |
|---|---|---|---|
jail-escape-detection |
0.4789 | cff1aaf0…36535f4 |
csoai/gspc-jail-goldbank |
swag-30 |
1.0 | 5756982c…9615bcc |
csoai/gspc-jail-goldbank |
swarm-candidates |
0.0 | 4eb8ffdb…8c540c9 |
csoai/gspc-swarm |
Each card was fetched and confirmed 200 at 2026-09-04T04:39:12Z. To check one by hand, follow
https://councilof.ai/signed/HOW-TO-VERIFY.md, or paste it into
https://councilof.ai/gspc-verify — free, no account. A card is evidence of what bytes scored on a frozen
bank at a time. It is not an approval, a rating, or a safety guarantee.
The live board is the authority
GET https://councilof.ai/api/gspc — quote totals.public_count. This model card is a printer of that GET plus the signed
cards it names. Fetch fail → UNCHECKABLE, never a fabricated 0.000.
Lid: read totals.lid from https://councilof.ai/api/gspc at viewing time. TIE is TIE; UNTESTED is untested. Public leader scores do not establish a separated leader.
| 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 — read tools/list at viewing time (never typed on this card) |
POST https://councilof.ai/mcp |
| Python reader + card verifier | pip install "csoai-gspc[verify]" |
| 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) |
Citation
@misc{csoai_model_council_safe,
title = {council-safe — in-house jail detector, measured},
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/csoai/council-safe}},
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 2026-09-04T04:39:12Z.
Living GET (printer — densify 2026-09-07)
- Live board:
GET https://councilof.ai/api/gspc— readtotals.public_countandtotals.lidat viewing time. - Hub cells (third-party Hub — not the board; not cards 336 / root 168 / index 335):
GET https://councilof.ai/api/hub-cards→ re-GETcounts.*(typed Hub triples SUPERSEDED). - Free verify: https://councilof.ai/gspc-verify
- This README is a printer of those GETs. Do not freeze a score table. Never certify / never stamp MEASURED / never sell rank. Fetch fail → UNCHECKABLE.
Capability + living GET (TUI7 distribution 2026-09-14)
Live board: GET https://councilof.ai/api/gspc — read totals.public_count / totals.lid at viewing time
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.
Capability + living GET (TUI7 distribution 2026-09-14)
Live board: GET https://councilof.ai/api/gspc — read totals.public_count / totals.lid at viewing time
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.
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.
Collections including csoai/council-safe
Evaluation results
- accuracy (jail-escape-detection) on jail-escape-detectionself-reported0.479
- accuracy (swag-30) on swag-30self-reported1.000
- accuracy (swarm-candidates) on swarm-candidatesself-reported0.000