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csoai/white-label-eu-ai-act-regulator-findings

EU AI Act regulator findings (white label) Measurement, not certification. This is not a blog post. It is a WORKING GSPC end-to-end report that sorts every EU AI Act compliance problem for a given deployment — obligation, measured gap, fine exposure, and a deterministic risk grade — before anyone is contacted. What this is For each EU AI Act obligation a deployment triggers, the dataset states: field meaning axis the measured GSPC axis that captures… See the full description on the dataset page: https://huggingface.co/datasets/csoai/white-label-eu-ai-act-regulator-findings.

sourceHugging Faceotherupdated 13d agoView on Hugging Face
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Dataset Card

EU AI Act regulator findings (white label)

Measurement, not certification. This is not a blog post. It is a WORKING GSPC end-to-end report that sorts every EU AI Act compliance problem for a given deployment — obligation, measured gap, fine exposure, and a deterministic risk grade — before anyone is contacted.

What this is

For each EU AI Act obligation a deployment triggers, the dataset states:

fieldmeaning
axisthe measured GSPC axis that captures the obligation
obligationthe EU AI Act article / practice the axis maps to
measuredthe measured pass-rate on the fleet (0..1)
fleet_meanthe fleet-wide mean, for context
nnumber of measurement samples
gradedeterministic grade: LOW / MEDIUM / HIGH / CRITICAL / UNMEASURED
penalty_exposurethe fine tier (Art 99(3)/(4)/(5))

Grades are computed from measured pass-rates only. Where data is insufficient the grade is UNMEASURED and is flagged as "not a ranking" — never invented.

Doctrine (binds)

  • —Measurement, not certification. We measure; we do not certify. A grade is a measured snapshot, not a claim of compliance.
  • —Signed + stranger-verifiable. The underpinning boards carry Ed25519 signatures verifiable without trusting us. See gspc-board.signed.json and eat_compliance_board.json.
  • —Corrections appended, not edited. Any correction is an append to the register; auditability is the point.
  • —Free for regulators, forever. Regulators may use this at no cost, for any purpose, in any jurisdiction.

Sources (live, signed)

How it was made

harness/regulator/eu_ai_act_findings.py, article_findings.py, sector_findings.py in the CSOAI monorepo — each pulls live signed endpoints and maps GSPC axis → obligation → penalty exposure → grade.

⚠️ This is a white-label product for deployers and regulators. It is a working tool, not a legal opinion. Fine exposure is a measured penalty range, not a certification of liability.

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

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.

<!-- 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 (22·22·0 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.

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

<!-- csoai-wave-e-openapi-2026-09-07 -->

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.

<!-- /csoai-wave-e-openapi-2026-09-07 -->

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 — 12 tools, verified 2026-09-04T04:33:29ZPOST https://councilof.ai/mcp
MCP Registryio.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 verifierpip 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

filebytesrowswhat
regulator-findings/gspc-board.signed.json38789JSON document
regulator-findings/raw/wl_findings_resume_screening.json9965JSON document
regulator-findings/raw/wl_findings_article_flatten.json5703JSON document
regulator-findings/findings.jsonl5131192data (one JSON object per line)
README.md4150card
regulator-findings/raw/wl_findings_insurance.json2045JSON document
regulator-findings/eat_compliance_board.json1291JSON document
manifest.jsonl8derived 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_white_label_eu_ai_act_regulator_findings,
  title        = {EU AI Act regulator findings (white label)},
  author       = {{CSOAI Ltd}},
  year         = {2026},
  doi          = {10.5281/zenodo.21991104},
  howpublished = {Hugging Face Hub, \url{https://huggingface.co/datasets/csoai/white-label-eu-ai-act-regulator-findings}},
  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. <!-- /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 (22·22·0 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.

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

<!-- csoai-signed-archive-awareness-2026-09-14 -->

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.