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

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	https://doi.org/10.5281/zenodo.21991104
MCP endpoint — 12 tools, verified 2026-09-04T04:39:12Z	POST https://councilof.ai/mcp
Python reader + card verifier	pip install "csoai-gspc[verify]"
This board as a dated, citable snapshot	https://doi.org/10.5281/zenodo.22293341

Citation

@misc{csoai_model_council_safe,
  title        = {council-safe — in-house jail detector, measured},
  author       = {{CSOAI Ltd}},
  year         = {2026},
  doi          = {10.5281/zenodo.21991104},
  howpublished = {Hugging Face Hub, \url{https://huggingface.co/csoai/council-safe}},
  note         = {Live board: https://councilof.ai/api/gspc. Measurement, not certification.}
}

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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.