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.

Citation

@misc{csoai_model_clan_csoai_plain,
  title        = {clan-csoai-plain — measured, not certified},
  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/clan-csoai-plain}},
  note         = {Live board: https://councilof.ai/api/gspc. Measurement, not certification.}
}

Reuse and provenance

This repository contains a model record and supporting material; it does not distribute model weights.

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.