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GovBench 2026 (archival snapshot) — adversarial governance-robustness items

Superseded. This is an early internal experiment snapshot, preserved for provenance. The current frozen, signed corpus is the GSPC governance bank — see the canonical register below. Do not cite numbers from this page.

What this dataset is

A 2026-internal robustness probe: a simulated multi-member evaluation council scoring harmful vs benign prompts under 5 adversarial attack types, run on a single A40 against small open-weight models (3B class). Internal codenames in the raw files refer to experimental fine-tunes that were never released.

Honest limits

  • Small-n. 57 prompts. Results here are directional, not measurements.
  • Perfect scores are a red flag, not a result. 100%/0% cells reflect a saturated probe at 3B scale, not model safety. Our published doctrine: do not rank models on unresolved intervals.
  • Terminology. Early drafts of this card used distributed-systems metaphors ("33-member BFT council") for the simulation. That framing is retired: it implied properties we did not measure. The estate's public claims policy is at csoai.org.

Published by Council of AI (CSOAI LTD, UK #16939677) — independent AI measurement. Canonical citations: evidence 10.5281/zenodo.21973002 · method 10.5281/zenodo.21991104. Verification is free forever: councilof.ai/verify · identity did:web:csoai.org.

Capability + living GET (free densify 2026-09-13 fullspeed)

Live 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.
Hub cards: GET https://councilof.ai/api/hub-cards → cells/measured/unmeasured = 1185/1185/0
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)
Measurement, never certification. Printer only — no axis mine on ZeroGPU. A100 COLD.

Council of AI — GSPC + Hub printer

Any Hub x402.json in a CSOAI printer is a byte-mirror of the living well-known GET — not a second authority.

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