clan-csoai-plain — measured, not certified

An in-house CSOAI care/refusal fine-tune, measured on the same GSPC board as every other model. This page publishes its signed measurement cards — the weak row included.

The low care-refusal-protect row (0.0968) is kept on purpose. A measurement body that deletes its own weak axis has stopped measuring. Our own models are also excluded from public leads on the board: where a council specialist held the point lead, the axis shows no external leader rather than an invented one.

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
care-refusal-help	1.0	acf6bf03…65133a4	csoai/gspc-care
care-refusal-protect	0.0968	82994353…5a09a1c	csoai/gspc-care

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_clan_csoai_plain,
  title        = {clan-csoai-plain — measured, not certified},
  author       = {{CSOAI Ltd}},
  year         = {2026},
  doi          = {10.5281/zenodo.21991104},
  howpublished = {Hugging Face Hub, \url{https://huggingface.co/csoai/clan-csoai-plain}},
  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 → 22 axis · 22 measured (22·22·0). Quote totals.public_count.
• Hub cells (third-party Hub — not the board; not cards 336 / root 168 / index 335): GET https://councilof.ai/api/hub-cards → 885/885/0.
• 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.