--- license: cc-by-4.0 language: - en pretty_name: GSPC — detector interop bank (DetBench) tags: - gspc - council-of-ai - ai-governance - eu-ai-act - ai-safety - measurement - attestation - signed-evidence - responsible-ai - evaluation - benchmark - transparency - detector-interop - family-gspc - detbench - llm-evaluation - frozen-bank - model-comparison task_categories: - question-answering - text-generation size_categories: - n<1K configs: - config_name: default data_files: - split: train path: items.jsonl - config_name: protocol data_files: - split: train path: protocol.jsonl - config_name: axis_live data_files: - split: train path: axis-live.jsonl - config_name: manifest data_files: - split: train path: manifest.jsonl --- # GSPC — detector interop bank (DetBench) Council of AI measurement bank. Measurement, not certification. **Bank.** Frozen split. Live `n` is the matching axis on `GET https://councilof.ai/api/gspc`, not a Hub score. **Not a certificate.** Art 50 (EUR-Lex): 2 August 2026 live; marking grace 2 December 2026. **Live measurement.** This bank stands behind the `detector-interop` row of the live GSPC board: `GET https://councilof.ai/api/gspc?axis=detector-interop` (family, kind, status and n are on that row, never typed here; the whole board is `GET https://councilof.ai/api/gspc`). Measurement, not certification. ## The live board is the authority [![GSPC](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) [![verify](https://img.shields.io/badge/verify%20a%20card-free%2C%20no%20account-0B1F33)](https://councilof.ai/gspc-verify) [![DOI](https://img.shields.io/badge/DOI-10.5281%2Fzenodo.21991104-0B1F33)](https://doi.org/10.5281/zenodo.21991104) `GET https://councilof.ai/api/gspc` — quote `totals.public_count`. This Hub card is a **printer** of that GET, never a second engine. If the fetch fails the honest answer is `UNCHECKABLE` — never a fabricated `0.000`. Status words: `LOADING` / `UNREACHABLE` / `UNMEASURED` / `UNCHECKABLE`. **Lid:** 22 axes measured · 14 model fleets · 3 public leader scores · 8 fact runs · TIE is TIE · not a certificate. ## Capability + living GET (TUI7 distribution 2026-09-14) **SUPERSEDED:** typed Hub triples `LIVE (re-GET /api/hub-cards → counts.*)` (and prior 885/900/937/1113/1182/1185) — do not re-paste.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 (derived live from totals, 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. ``` [![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**. ### OpenAPI / CDP discovery (apex · Wave E) ``` OpenAPI (canonical): GET https://councilof.ai/openapi.json → version 0.2+6c709613dc31 · 97 paths NOT: https://councilof.ai/public/openapi.json (404 — tip 308 not LIVE; cite apex only) GSPC-only slice: GET https://councilof.ai/api/openapi.json (7 paths — not CDP paid catalog) x402 discovery: GET https://councilof.ai/.well-known/x402.json (mode live · Base eip155:8453 · USDC) Catalog: GET https://councilof.ai/api/x402 Living board: GET https://councilof.ai/api/gspc → 22 axis · 22 measured (22·22·0) Verify free: https://councilof.ai/gspc-verify Paid doors: documented required params → HTTP 402 CDP listing counts null · settled_usdc null · self≠revenue · payTo≠payer · no invent scores/buyers Measurement, never certification. ``` **This repository:** **MEASURED** — this repository is the frozen bank behind the live `detector-interop` slot (bench **DetBench**, task: cross-detector watermark interoperability matrix). Live `n` at card refresh: **33** (2026-09-04T04:33:29Z). The board is the authority, not this copy. | | | |---|---| | Live board (authority) | | | Verify a card — free, no account | | | How to verify, by hand | | | Transparency root (Merkle) | | | Every CSOAI repo on the Hub | | | Methodology DOI | | | MCP endpoint — **11 HTTP tools** (7 free + 4 x402; `verified live tools/list 2026-09-07T05:57Z`) | `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 | | ## What is in this repository | file | bytes | rows | what | |---|---:|---:|---| | `items.jsonl` | 12453 | 34 | data (one JSON object per line) | | `protocol.jsonl` | 10088 | 30 | data (one JSON object per line) | | `README.md` | 2102 | | card | | `det.json` | 1461 | | JSON document | | `results_2026-08-11.json` | 683 | | JSON document | | `eval.yaml` | 504 | | config | | `manifest.jsonl` | | 7 | derived at 2026-09-04T04:33:29Z | | `axis-live.jsonl` | | 1 | derived at 2026-09-04T04:33:29Z | `manifest.jsonl` is derived from this repository's own file tree at 2026-09-04T04:33:29Z; it lists every file with its size, its blob hash and a direct URL, so an agent can enumerate the repo without cloning it. `axis-live.jsonl` is a one-row snapshot of this axis as the live board returned it at that moment. It is a snapshot, not the authority. ## Citation ```bibtex @misc{csoai_gspc_gspc_det, title = {GSPC — detector interop bank (DetBench)}, author = {{CSOAI Ltd}}, year = {2026}, doi = {10.5281/zenodo.21991104}, howpublished = {Hugging Face Hub, \url{https://huggingface.co/datasets/csoai/gspc-det}}, note = {Live board: https://councilof.ai/api/gspc. Measurement, not certification.} } ``` --- **Measurement, not certification.** No slot is for sale and no empty slot is filled by payment. Issued by CSOAI Ltd (England & Wales, Companies House **16939677**), 3rd Floor, 86–90 Paul Street, London EC2A 4NE. Card refreshed 2026-09-04T04:33:29Z; every number above is either fetched live or carries the timestamp at which it was read. ## 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 (derived live from totals, 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. ``` [![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**. ## Signed measurement archive (free cite · never a grade) ``` Living board: GET https://councilof.ai/api/gspc → 22 axis · 22 measured · lid: 22 axes measured · 14 model fleets · 3 public leader scores · 8 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 → 131/131/0 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. Measurement credential, never certification. Free refresh only. ``` Owner: N-Sites — free paste onto HF/Kaggle printers. Hub LIVE **131** (kill 1191/1196). card_index n=335. Never invent VC/revenue. Stamp 2026-09-14T10:37Z.