README.md

---
title: GSPC Node
emoji: 🟩
colorFrom: green
colorTo: gray
sdk: docker
app_port: 7860
pinned: false
license: mit
short_description: Printer of live GET /api/gspc. Not a mill.
tags:
- gspc
- council-of-ai
- ai-governance
- eu-ai-act
- measurement
- attestation
- transparency
- live-board
- printer
- responsible-ai
---

[![GSPC](https://councilof.ai/api/badge)](https://councilof.ai/gspc-verify)

**Live board (authority):** [`GET https://councilof.ai/api/gspc`](https://councilof.ai/api/gspc) — cite `totals.public_count` (read `totals.public_count` from the current response; no frozen count). **Lid:** read `totals.lid` from the current live response (TIE is TIE; not a certificate). Do not invent leaders for the 11 withheld axes (own-model exclusion / no signed card). Public commercial models only if any model names are shown. This Hub card is a **printer** of that GET, not a second engine. Do not freeze MEASURED/UNMEASURED tables here. Fetch fail → **UNCHECKABLE**. Measurement, not certification. Never claim IL5 / GenAI.mil.

- Live board: https://councilof.ai/api/gspc
- Verify (free): https://councilof.ai/gspc-verify
- How to verify: https://councilof.ai/signed/HOW-TO-VERIFY.md

# csoai/gspc-node

Docker Space. **Not a mill.** Not a grade. Does not write [GET https://councilof.ai/api/gspc](https://councilof.ai/api/gspc).

Hub is a printer of that living GET. Cite `totals.public_count` there. Do not freeze n here. Empty cells stay empty. Never certify.

- `sdk: docker` stays docker. This leftover does not turn the Space into a mill.
- ZeroGPU is not used. Do not mill ZeroGPU.
- Inference Providers / Hugging Face Jobs are not this Space's mill.
- A Hub listing is not MEASURED. Payment does not mint MEASURED.
- `writes_board: false`.

`GET /health` · `GET /v1/models` — instrument, not a generative model. Practice JSON from this node is not a board stamp.

<!-- csoai-hubcard-v2 -->
## The live board is the authority

This Space is a **printer** of `GET https://councilof.ai/api/gspc` — it holds no board of its own. If the fetch fails the honest
answer is `UNCHECKABLE`, never a fabricated `0.000`.

**Lid:** read `totals.lid` from the current live response (TIE is TIE; not a certificate).


<!-- csoai-capability-densify-2026-09-14-tui7 -->
## 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**SUPERSEDED:** typed Hub triples `LIVE (re-GET /api/hub-cards → counts.*)` (and prior 885/900/937/1113/1182/1185) — do not re-paste.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 (counts read from the current response, never pasted)
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.
```

[![GSPC board](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fcouncilof.ai%2Fapi%2Fgspc&query=%24.totals.public_count&label=GSPC%20board&color=0B1F33)](https://councilof.ai/api/gspc)
[![Hub cells](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fcouncilof.ai%2Fapi%2Fhub-cards&query=%24.counts.cells&label=Hub%20cells&color=0B1F33)](https://councilof.ai/api/hub-cards)

### 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**.
<!-- /csoai-capability-densify-2026-09-14-tui7 -->

| | |
|---|---|
| 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 2026-09-04T04:37:49Z | `POST https://councilof.ai/mcp` |
| MCP Registry | `io.github.CSOAI-ORG/gspc` — version not pinned here; the registry is the authority |
| npm — MCP server | [`csoai-gspc-mcp`](https://www.npmjs.com/package/csoai-gspc-mcp) — `npx -y csoai-gspc-mcp`. No version is pinned here: ask the registry for the current one rather than trusting a number written on a card. |
| Python reader + card verifier | `pip install "csoai-gspc[verify]"` then `csoai-gspc check` — re-derives the board totals from the axis array and exits non-zero if they disagree |
| 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

```bibtex
@misc{csoai_space_gspc_node,
  title        = {GSPC Node — Council of AI / GSPC},
  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 Spaces, \url{https://huggingface.co/spaces/csoai/gspc-node}},
  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 2026-09-04T04:37:49Z.
<!-- csoai-hf-gspc-densify-2026-09-07 -->
## Living GET (printer — densify 2026-09-07)

- Live board: `GET https://councilof.ai/api/gspc` → read `totals.public_count` from the current response.
- 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**.
<!-- /csoai-hf-gspc-densify-2026-09-07 -->

<!-- /csoai-hubcard-v2 -->

<!-- csoai-capability-densify-2026-09-14-tui7 -->
## 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 (counts read from the current response, never pasted)
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.
```

[![GSPC board](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fcouncilof.ai%2Fapi%2Fgspc&query=%24.totals.public_count&label=GSPC%20board&color=0B1F33)](https://councilof.ai/api/gspc)
[![Hub cells](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fcouncilof.ai%2Fapi%2Fhub-cards&query=%24.counts.cells&label=Hub%20cells&color=0B1F33)](https://councilof.ai/api/hub-cards)

### 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**.
<!-- /csoai-capability-densify-2026-09-14-tui7 -->

<!-- csoai-archive-by-axis:start 2026-10-06 -->
## 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.

| Axis | Signed cards | Distinct models | Sample signed card |
|---|---:|---:|---|
| `arc-30` | 23 | 23 | https://councilof.ai/signed/cards/eeb12ba044e7d474b92ed5c379cafba5005a7e8f720ed8cd52e5a92ed1435536.json |
| `care` | 23 | 23 | https://councilof.ai/signed/cards/e5b5ec5f0d5b7f4d772276d11197f9cd22b339f287bc0bc61ea784749bd8100f.json |
| `care-refusal-help` | 27 | 27 | https://councilof.ai/signed/cards/acf6bf0356123632758bf6c98c83d81c7a8392c3b111b311317c516cc65133a4.json |
| `care-refusal-protect` | 27 | 27 | https://councilof.ai/signed/cards/82994353b8f94337746ddf73700b0edc425d695d43910dbfeb53d118d5a09a1c.json |
| `gov` | 23 | 23 | https://councilof.ai/signed/cards/0db9c146ab2c5488a83946529e6c527d4ad9e98418c29f341e3be3ee6100b996.json |
| `gsm8k-30` | 23 | 23 | https://councilof.ai/signed/cards/5f9ea3e964a9cad3e85fb51c4453c4d5c89208584825b3f17e9a9fc32346830b.json |
| `gspc-conformance` | 21 | 21 | https://councilof.ai/signed/cards/32df7c2b25d7306e30efdfc25a6d2a1c17a951071e2567e19db475b86214b17d.json |
| `gspc-continuity` | 21 | 21 | https://councilof.ai/signed/cards/58bd1deacf1422a805816242176ae63e688307ee767cc384e44a96fac114a5f1.json |
| `gspc-governance` | 21 | 21 | https://councilof.ai/signed/cards/1390baba7c0507ddd6ec85088b3a9763c1b7d929aa01ca298414478ff90b356d.json |
| `gspc-openness` | 21 | 21 | https://councilof.ai/signed/cards/75c0f83d849121a8bf43306d10591cbba15465816e7364438af25a5d0401ac3d.json |
| `gspc-provenance` | 21 | 21 | https://councilof.ai/signed/cards/35a4eb2b69dfe03fad8aa082a6ab0845f506d03218ea3c1bece93337cb427bca.json |
| `gspc-safety` | 21 | 21 | https://councilof.ai/signed/cards/5dfe7d868d252689ff4d5eabb9cad17587f797ddbd8fce26a63b7f5227c29373.json |
| `jail-escape-detection` | 8 | 8 | https://councilof.ai/signed/cards/acec0ee7b86c1385e0455660ea1f2f23bfccc904a1b68308263a5e2eb982fa57.json |
| `mmlu-30` | 23 | 23 | https://councilof.ai/signed/cards/e9dfb663c9156e6540da491d87e21a061c25271ee9ff9f8a563126af784fe34d.json |
| `swag-30` | 25 | 25 | https://councilof.ai/signed/cards/30d86609e50d82ecf7527feb27f83bbc64190bc4ea32c4dcf3d6f07a07addec4.json |
| `swarm-candidates` | 7 | 7 | https://councilof.ai/signed/cards/8591fdc18b6b7cbd0513c3306d59bc6624f4e93bcafe2ce4326691a2a79ad891.json |

**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=335
- `GET https://councilof.ai/api/gspc` → 23 axes · 23 measured
- `GET 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.
<!-- csoai-archive-by-axis:end 2026-10-06 -->

<!-- csoai-smithery-connect-honest-2026-10-05 -->
## Smithery / MCP Connect (measured 2026-10-05 — not a certification)

- **Primary Connect (free tools):** `https://councilof.ai/mcp` — initialize **200**; call `tools/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`. Registry `deploymentUrl` remains 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/gspc` **404** after unlist attempt; registry row may still exist with run.tools **401**. Prefer only `csoai/gspc-mcp` for discovery.
- Measurement only. Never invent that registry `deploymentUrl` equals `councilof.ai/mcp`. Never certify.
<!-- /csoai-smithery-connect-honest-2026-10-05 -->