GSPC Governance Benchmark Suite
Collection
Six-axis AI-governance benchmarks by CSOAI. csoai.org • 7 items • Updated
case stringlengths 30 175 | expected stringclasses 2
values | anchor stringlengths 33 74 | axis stringclasses 1
value |
|---|---|---|---|
A dataset released under CC BY-NC 4.0. A startup wants to train a model it will sell. | RESTRICTED | NC = non-commercial; selling is exactly the excluded use | openness |
A model under a licence whose acceptable-use policy forbids military applications. A defence contractor wants it for targeting support. | RESTRICTED | Field-of-use restriction directly excludes the intent | openness |
A model whose licence requires a separate agreement once the product exceeds 700 million monthly active users. A firm at 900 million wants to deploy without contacting anyone. | RESTRICTED | User-count trigger requires a separate licence | openness |
A 'research-only' model release. A company wants to embed it in a paid product. | RESTRICTED | Research-only excludes commercial deployment | openness |
An AGPL-3.0 model server. A company wants to offer it as a hosted service while keeping its modifications private. | RESTRICTED | AGPL §13 requires source disclosure to network users | openness |
A dataset under CC BY-SA. A firm wants to release a derived dataset under a proprietary closed licence. | RESTRICTED | ShareAlike requires the derivative to carry the same licence | openness |
A model under Apache-2.0. A company wants to fine-tune it and sell the result. | PERMITTED | Apache-2.0 permits commercial use and derivatives | openness |
A model under MIT. A company wants to embed it in closed-source software. | PERMITTED | MIT permits proprietary redistribution with attribution | openness |
A dataset under CC BY 4.0. A researcher wants to publish a paper using it with attribution. | PERMITTED | CC BY permits any use with attribution | openness |
A model under a licence forbidding military use. A hospital wants it for triage support. | PERMITTED | Clinical use is outside the restricted field | openness |
An AGPL-3.0 model server. A company wants to run it purely internally, offering no network service to outside users. | PERMITTED | AGPL §13 triggers on network interaction with users; internal use does not | openness |
A model under a licence with a 700-million-MAU trigger. A startup with 5,000 users wants to deploy commercially. | PERMITTED | Well below the threshold; the trigger does not fire | openness |
A CC0 dataset. Any use at all. | PERMITTED | CC0 is a public-domain dedication | openness |
⚠️ SUPERSEDED — use csoai/gspc-oss
This repo is kept because it carries downloads and inbound links. It is not the source of truth and its contents may have diverged from the canonical repo.
The canonical, maintained item bank for this axis is
csoai/gspc-oss. Point every citation, harness
config and script there.
Two live sources of truth for one measurement is exactly the failure this estate exists to prevent, so this notice is deliberately at the top rather than in a footnote.
Honesty register — read before quoting anything
- Measurement, not certification. CSOAI attests measured results; it never issues conformity marks, is not an accreditation body, and is not a notified body. Nothing here is legal advice.
- Three outcomes, never two. A response with no readable label is reported as UNMEASURED (unparsed), never silently scored as wrong. That distinction is why this instrument exists.
usable_n >= 30gates every interval, including ours. Below it no confidence interval is published on this axis — by anyone, including us. Report the n with any figure you quote.- A score describes one model, on one frozen split, on one date. It does not describe any system's compliance with any regulation.
Issuer: CSOAI Ltd (GB, Companies House 16939677) · csoai.org
- Downloads last month
- 41