csoai/gspc-regulatory-framework

GSPC — regulatory framework facts (RegimeFacts)

In one line: For the 16 XRPL issuer accounts in the live reader: is the governing regime (NYDFS, MiCA, BACEN, Reg D and others) declared and confirmable? PASS, FAIL or UNCHECKABLE. For stablecoin and tokenised-asset analysts. It confers no regulatory status.

Use it

from datasets import load_dataset
ds = load_dataset("csoai/gspc-regulatory-framework", split="train")
print(ds[0])

• Verify a signed card in your browser, free, no account: https://councilof.ai/gspc-verify/?ref=hf-gspc-regulatory-framework
• Read the live XRPL reader these facts come from (free JSON): https://councilof.ai/api/xrpl
• For agents: MCP endpoint POST https://councilof.ai/mcp (free read tools; call tools/list).
• A row about you is wrong, or you want an endpoint left out? Ask for a re-check or object: https://councilof.ai/census/?ref=hf-gspc-regulatory-framework

Fresh data

This Hub copy is a dated snapshot. If it disagrees with the live source, the live source wins.

• GET https://councilof.ai/api/gspc?axis=regulatory-framework (free, live, this dataset's row of the board)
• Signed transparency root (Merkle, board key did:web:csoai.org#board-attestation-1): https://councilof.ai/root.json
• Daily signed index of every measurement capsule: https://councilof.ai/measurement-capsules/ (also published on the Hub as csoai/evidence-index)
• Pay per call for a fresh, signed capsule: GET https://councilof.ai/api/rwa/evidence?asset=RLUSD returns an x402 payment challenge for signed evidence for one named XRPL token (issuer, funding stage, compliance shape), with a free preview.
• Payment terms are published only in https://councilof.ai/.well-known/x402.json; this card quotes no price. Payment buys delivery and freshness, never a result, and verifying anything stays free.

Cite

@misc{csoai_gspc_regulatory_framework,
  title        = {GSPC — regulatory framework facts (RegimeFacts)},
  author       = {{CSOAI Ltd (Council of AI)}},
  year         = {2026},
  publisher    = {Hugging Face},
  url          = {https://huggingface.co/datasets/csoai/gspc-regulatory-framework},
  note         = {Methodology: doi:10.5281/zenodo.21991104. Measurement, not certification.}
}

Measurement, not certification. This card adds no score or ranking of any company. A row marked UNMEASURED has not been measured; it is not a pass.

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

MEASURED financial/domain axis (declaration presence on retrieved URLs over live XRPL reader-16, n=16). Not a model leaderboard. No accuracy, no fleet, no leader.

Live status is the regulatory-framework row on GET https://councilof.ai/api/gspc. Not a certificate.

Tokenisation evidence question (24 September 2026): What can an outsider verify after the Pontes launch? separates ECB programme statements, UK FCA context and evidence for a named instrument. It is a research question, not a regulatory status for any instrument.

Council of AI · CSOAI Ltd (GB, Companies House 16939677).

Live measurement. This bank stands behind the regulatory-framework row of the live GSPC board: GET https://councilof.ai/api/gspc?axis=regulatory-framework (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

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: Read totals.public_count, totals.separation_public_count and totals.lid from the live board at access time. Measured does not mean a separated leader or 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.

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 and totals.separation_public_count at access time
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 (deterministic facts) — this repository mirrors the live regulatory-framework slot (RegimeFacts, is the governing regime declared and confirmable (NYDFS / MiCA / BACEN / Reg D ...)? (PASS/FAIL/UNCHECKABLE)). Live n at card refresh: 16 (issuer accounts (not bank items)) (2026-09-04T04:33:29Z). No model, no score, no ranking.

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 2026-09-04T04:33:29Z	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	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)

What is in this repository

file	bytes	rows	what
README.md	2246		card
input-schema.json	1442		JSON document
coverage-card.json	1125		JSON document
eval.yaml	713		config
skeleton.json	674		JSON document
tui-pack-skeleton.json	571		JSON document
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

@misc{csoai_gspc_gspc_regulatory_framework,
  title        = {GSPC — regulatory framework facts (RegimeFacts)},
  author       = {{CSOAI Ltd}},
  year         = {2026},
  doi          = {10.5281/zenodo.21991104},
  howpublished = {Hugging Face Hub, \url{https://huggingface.co/datasets/csoai/gspc-regulatory-framework}},
  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.

Correction — coverage-card.json understates this axis

coverage-card.json in this repo states status: UNMEASURED, n: 0 for regulatory-framework. The live board disagrees, and the board is right:

source	status	n	bench
coverage-card.json (signed, this repo)	UNMEASURED	0	—
GET /api/gspc (authority)	MEASURED	16	RegimeFacts

Evidence for the board's figure: https://councilof.ai/interop/financial-measure-run-regulatory-framework.json

The coverage card appears to be a template written when this dataset was created (2026-09-05T00:11Z), independent of the measurement run it describes (dated earlier). It is signed, and this estate does not edit signed bytes — a silent correction to a signed artefact is the fault this ledger-keeping exists to prevent. So the card stays as issued and the correction is published here instead.

Cite the live board, not the card, for this axis. Verification is free at https://councilof.ai/gspc-verify. Measurement, not certification.

Correction published 2026-09-05 by an automated audit comparing every coverage card in the csoai GSPC datasets against the live board. 7 of 8 disagreed in the same direction.

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

Live board: GET https://councilof.ai/api/gspc → quote totals.public_count and totals.separation_public_count at access time
Lid: GET https://councilof.ai/api/gspc → quote totals.lid at access time; measured is not a separated leader or 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
Eight financial-family axes are deterministic fact runs, not leader scores; effect-binding adds a GSPC-family fact run. Read the current axis array and totals.fact_runs from GET /api/gspc.
Measurement, never certification. No invent MEASURED. Printer only.

Signed measurement archive (free cite · never a grade)

Living board: GET https://councilof.ai/api/gspc → quote totals.public_count, totals.separation_public_count and totals.lid at access time; 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.

Objections, contact and corrections

To object to a row, ask for a re-check, request a correction or ask for a record to be withdrawn, email nicholas@csoai.org or use the appeals and dispute route at https://councilof.ai/dispute/. Corrections are listed in the corrections ledger at https://councilof.ai/api/corrections, with what changed and when. CSOAI Ltd (company no. 16939677, England and Wales) is the accountable publisher.

How to cite

CSOAI Ltd (Council of AI). GSPC — regulatory framework facts (RegimeFacts). 2026. Hugging Face dataset csoai/gspc-regulatory-framework. https://huggingface.co/datasets/csoai/gspc-regulatory-framework. DOI: 10.57967/hf/10285

@misc{csoai_gspc_regulatory_framework,
  title        = {GSPC — regulatory framework facts (RegimeFacts)},
  author       = {{CSOAI Ltd}},
  year         = {2026},
  howpublished = {Hugging Face dataset, https://huggingface.co/datasets/csoai/gspc-regulatory-framework},
  doi          = {10.57967/hf/10285},
  note         = {Corrections: https://councilof.ai/api/corrections}
}

Licence: CC-BY-4.0. Attribute Council of AI, CSOAI Ltd (16939677), https://councilof.ai.

Corrections and verification

• Corrections ledger (signed): https://councilof.ai/api/corrections. Corrections to CSOAI's published records are logged there with what changed and when.
• Verify a signed record yourself, free and without an account: https://councilof.ai/gspc-verify/ (step by step: https://councilof.ai/signed/HOW-TO-VERIFY.md).
• Conformance kit for signed-receipts/v1, with test vectors for implementers: https://councilof.ai/spec/signed-receipts/v1/conformance/