Datasetpublic

csoai/gspc-hub-cards

GSPC hub cards — mill cards, not board axes SWIFT census (live): https://councilof.ai/api/swift XRPL reader (live): https://councilof.ai/api/xrpl One row per signed measurement card: one model, one axis, one date, Ed25519 over the body. A row is MEASURED only when a signed card verifies. Absent (model, axis) pairs are absent — not zero. Measurement, not certification. Cards are evidence of bytes on a frozen bank at a time — never approval, rating, or safety guarantee.… See the full description on the dataset page: https://huggingface.co/datasets/csoai/gspc-hub-cards.

sourceHugging Facecc-by-4.0updated 2d agoView on Hugging Face

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Dataset Card

GSPC hub cards — mill cards, not board axes

—SWIFT census (live): https://councilof.ai/api/swift
—XRPL reader (live): https://councilof.ai/api/xrpl

One row per signed measurement card: one model, one axis, one date, Ed25519 over the body. A row is MEASURED only when a signed card verifies. Absent (model, axis) pairs are absent — not zero.

Measurement, not certification. Cards are evidence of bytes on a frozen bank at a time — never approval, rating, or safety guarantee.

These are NOT the public board's axes

Benchmark/bank axes on cards ≠ the public board's governance/domain axis roster. Counts differ on purpose and are never added together. Board authority:

GET https://councilof.ai/api/gspc — 23 axis · 22 measured (14 model-comparison + 8 deterministic-fact measurements; one unmeasured slot; observed 20 September 2026). Quote totals.public_count.

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SUPERSEDED: typed Hub triples LIVE (re-GET /api/hub-cards → counts.*) (and prior 885/900/937/1113/1182/1185) — do not re-paste.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 (read the current counts from that response)
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://councilof.ai/api/gspc) ![Hub cells](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 → quote totals.public_count from the current response
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.

staged-unsigned/ — UNSIGNED, never MEASURED

staged-unsigned/<date>/<axis>/ holds what the Hugging Face Jobs mill (ci/hf-jobs/mill-all-axes.sh → harness/gspc-top100/mill_hub_queue.py --pick 300 --grade 8 --probe-first --dead … --items 30) staged that day: unsigned-*.json cards with "signature": null, mill-report.json, skip.jsonl, mill.log, dead_slugs.jsonl. staged-unsigned/<date>/MANIFEST.json lists every staged card, the skip histogram per axis, the dead slugs and the honest 22-axis coverage. staged-unsigned/LATEST.json points at the newest day.

UNSIGNED staging (HF Jobs mill): cards the mill stages under csoai/gspc-hub-cards/staged-unsigned/<date>/<axis>/ carry "signature": null. UNSIGNED — becomes MEASURED only after a VALID signature; nothing here is a rank. A staged card's hits/n are card bytes, not a score; n<30 unquotable; TIE is never a win. Staging never changes n_measured, any cell, mill-cards/, INDEX.jsonl or cards.jsonl. Per-model state, every axis verbatim: https://huggingface.co/spaces/csoai/gspc-lookup

Owner step that turns staged into MEASURED: the signer (GitHub Actions hub-queue-land.yml, or an HF Jobs runner holding BOARD_SIGN_KEY_PKCS8_B64) signs each card body under did:web:csoai.org#board-attestation-1, verifies VALID, writes mill-cards/signed-*.json + mill-cards/INDEX.jsonl, then hub-queue-flip.yml flips the (id, axis) cell. Nothing in staged-unsigned/ is ever read as MEASURED.

Re-verify: https://councilof.ai/gspc-verify

The live board is the authority

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

This repository: NOT A BOARD MEASUREMENT — this repository is a corpus, mirror or door published by CSOAI. It carries no axis score. The measured slots live on the board GET below.


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 — 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` — `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	<https://doi.org/10.5281/zenodo.22293341>

What is in this repository

file	bytes	rows	what
`mill-cards/INDEX.jsonl`	323948	629	data (one JSON object per line)
`cards.jsonl`	206714	417	data (one JSON object per line)
`cards.parquet`	65837		data (Parquet)
`staged-unsigned/2026-09-02/machinery-conformity/mill-report.json`	43247		JSON document
`staged-unsigned/2026-09-03/machinery-conformity/mill-report.json`	43219		JSON document
`staged-unsigned/2026-09-02/detector-interop/mill-report.json`	42049		JSON document
`staged-unsigned/2026-09-03/detector-interop/mill-report.json`	42009		JSON document
`staged-unsigned/2026-09-02/art5-safeguard/mill-report.json`	41561		JSON document
`staged-unsigned/2026-09-03/art5-safeguard/mill-report.json`	41414		JSON document
`staged-unsigned/2026-09-03/cross-reality/mill-report.json`	41263		JSON document
`staged-unsigned/2026-09-02/cross-reality/mill-report.json`	41259		JSON document
`staged-unsigned/2026-09-03/governance/mill-report.json`	40248		JSON document
`manifest.jsonl`		965	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.

Citation

bibtex

@misc{csoai_gspc_gspc_hub_cards,
  title        = {GSPC hub cards — mill cards, not board axes},
  author       = {{CSOAI Ltd}},
  year         = {2026},
  doi          = {10.5281/zenodo.21991104},
  howpublished = {Hugging Face Hub, \url{https://huggingface.co/datasets/csoai/gspc-hub-cards}},
  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 (read the current counts from that response)
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://councilof.ai/api/gspc) ![Hub cells](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.

Wrapper doors + financial-fact runs (free densify 2026-09-14)

Live board: GET https://councilof.ai/api/gspc → quote totals.public_count from the current response
Lid: 22 axes measured · 14 model fleets · 3 public leader scores · 8 fact runs · TIE is TIE · not a certificate.
Hub cards: GET https://councilof.ai/api/hub-cards → quote counts.cells/measured/unmeasured LIVE (no typed triple)
Wrappers ledger (FREE HTML): https://councilof.ai/wrappers/
Wrapper door (metered x402): https://councilof.ai/api/wrapper?id=<wrapped-symbol:chain> — LIVE challenge https://councilof.ai/api/wrapper?id=usdc.e:arbitrum (402)
Free preview: https://councilof.ai/api/wrapper?id=usdc.e:arbitrum&preview=1 (200 preview card)
Verify: https://councilof.ai/gspc-verify
8 financial axes = fact runs (not leader scores): provenance-controls, reserve-attestation, regulatory-framework, distribution-integrity, custody-disclosure, ai-economy-index, human-labour-index, humanoid-labour-index — live status only from GET /api/gspc.
Measurement, never certification. No invent MEASURED. Printer only.

OpenX402 + free discovery (cite only · never invent OX resource rows)

OpenX402 server: Council of AI · https://councilof.ai · payTo 0x212686404a7d1e1fd88f35ed6200c3af7a78ae31
Servers API: GET https://openx402.ai/api/servers (LIVE row · registered 2026-09-14 · Base tx 0x0eb1ead995e235a2…)
Whitelist: GET https://facilitator.openx402.ai/whitelist/0x212686404A7D1E1fD88F35eD6200c3aF7A78ae31 → whitelisted true
OX discovery resources: GET https://facilitator.openx402.ai/discovery/resources → councilof still 0/60 (no free advertise API; settle-through required — do not invent rows)
Estate well-known: GET https://councilof.ai/.well-known/x402.json → 10 resources · mode live
OpenAPI: https://councilof.ai/openapi.json
Free-door: https://councilof.ai/api/free-door (402 amount 0 · bazaar)
Free crawl: https://councilof.ai/api/feeds/provider-diff (200 JSON · not a paid OX resource)
Catalog: https://councilof.ai/api/x402
Measurement, never certification. Self≠revenue. Never clone PayAI.

Owner: N-Sites spray onto HF leftovers / registry printers. OX discovery stays 0 until settle-through — never invent. Stamp 2026-09-14T03:29Z.

Smithery / MCP door (measured 2026-09-14 — not a certification)

—Primary free MCP door: https://councilof.ai/mcp — GET 200; tools/list = 12 tools (matches registry tools[] for csoai/gspc-mcp).
—Smithery primary listing: https://smithery.ai/server/csoai/gspc-mcp · registry https://registry.smithery.ai/servers/csoai/gspc-mcp — deploymentUrl=https://gspc-mcp--csoai.run.tools → GET/POST 401 `invalid_token` (Smithery auth required). Prefer the public door above; do not treat run.tools as the free door.
—Stale duplicate: https://smithery.ai/server/csoai/gspc · registry https://registry.smithery.ai/servers/csoai/gspc — tools[] includes phantoms measure|verify|jail-probe|enter-arena (not on live /mcp); deploymentUrl=https://gspc--csoai.run.tools also 401. Prefer archive/unlist; keep only csoai/gspc-mcp.
—Registry write: PATCH/DELETE need Authorization — no free write without Nick Smithery login (HARD BLOCKER if token absent).
—Measurement only. Never invent that Smithery was fixed. Never certify.

Signed measurement archive (free cite · never a grade)

Living board: GET https://councilof.ai/api/gspc → quote totals.public_count from the current response · 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.