csoai/measured-vs-reported

Measured vs reported — the empty table, on purpose

Start here — free verify: https://councilof.ai/gspc-verify/ (or the free MCP tool verify_card at https://councilof.ai/mcp) · Full catalog: https://councilof.ai/catalog.json · Methodology: https://councilof.ai/methodology/ · Measurement, not certification.

An honesty artefact, and deliberately close to empty. overlap.json would map our measured Elo against third-party reported numbers, but its state reads "UNKNOWN — no verified cross-platform Elo for our fleet models yet (honest, not fabricated)", cells is [], and the gate is stated in the file: a reported cell is populated only when we hold a cited, attributed number for the same model we measured. Until that holds, the table stays empty rather than plausible.

What is in this repository

file	bytes	rows	what
measured_elo.json	28282		JSON document
reported_rails.json	3101		JSON document
README.md	1503		card
overlap.json	243		JSON document
manifest.jsonl		5	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

@misc{csoai_gspc_measured_vs_reported,
  title        = {Measured vs reported — the empty table, on purpose},
  author       = {{CSOAI Ltd}},
  year         = {2026},
  howpublished = {Hugging Face Hub, \url{https://huggingface.co/datasets/csoai/measured-vs-reported}},
  note         = {Live board: https://councilof.ai/api/gspc. Measurement, not certification.}
}

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To object to a row, ask for a re-check, request a correction or ask for a record to be withdrawn, email nicholas@csoai.org or use the appeals and dispute route at https://councilof.ai/dispute/.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). Measured vs reported — the empty table, on purpose. 2026. Hugging Face dataset csoai/measured-vs-reported. https://huggingface.co/datasets/csoai/measured-vs-reported

@misc{csoai_measured_vs_reported,
  title        = {Measured vs reported — the empty table, on purpose},
  author       = {{CSOAI Ltd}},
  year         = {2026},
  howpublished = {Hugging Face dataset, https://huggingface.co/datasets/csoai/measured-vs-reported},
  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/

Reuse and provenance

Download one published file at the recorded revision:

from huggingface_hub import hf_hub_download
path = hf_hub_download(
    repo_id='csoai/measured-vs-reported', repo_type='dataset',
    filename='overlap.json',
    revision='8f9724bdc3a7882661f61023c6a6bce276621163',
)
print(path)

Use the file's observation date, scope and licence when reusing it. Repository updates and downloads are not new measurements.

• Current GSPC board and methodology.
• Verify supported signed records and read corrections.
• Earlier page notes and dated integration announcements.

Measurement is not certification. A repository, signed record or passing software test does not by itself establish current board admission, product acceptance or benchmark leadership.