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	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 2026-09-04T04:39:12Z	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_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 → 23 axes · 23 measured (23·23·0). 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 → re-GET counts.* (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)

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.

Signed measurement archive (free cite · never a grade)

Living board: GET https://councilof.ai/api/gspc → 23 axes · 23 measured
Lid: 23 axes measured · 14 model comparisons: 0 separated · 7 TIE · 7 UNTESTED · 9 fact runs · TIE is TIE · not a certificate.
Signed card index: GET https://councilof.ai/signed/card_index.json → n_cards=335 · schema csoai.gspc-card-index/0.1
How to verify (stranger): https://councilof.ai/signed/HOW-TO-VERIFY.md
Free verify UI: https://councilof.ai/gspc-verify/
Example SIGNED card: https://councilof.ai/signed/cards/cff1aaf070acb97c224177809856bc20310f4958eb44bdffab7d4b04836535f4.json
Hub census (≠ board ≠ card_index): GET https://councilof.ai/api/hub-cards → 384/384/0
HF printers: https://huggingface.co/datasets/csoai/gspc-hub-cards · https://huggingface.co/datasets/csoai/gspc-jail-goldbank
Supply-led: CSOAI measures public systems independently first; sells delivery/freshness/monitoring/integration/replay/extra compute — never grades or favourable results.
Kill stale: 22·22·0 · Hub 131/1191/1196 · well-known-10-only pastes.
Measurement credential, never certification. Free refresh only. No invented VC/revenue.

Owner: N-Sites — free paste onto HF + Kaggle printers NOW. LIVE lids: board 23 axes · 23 measured · Hub 384/384/0 · n_cards=335. Kill stale 22/131/1191. Never invent VC/revenue. Stamp 2026-10-05T09:04Z.