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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Superseded.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 Do not cite numbers from this page.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
- Living board: https://councilof.ai/api/gspc — quote
totals.public_count/totals.lid(never invent MEASURED) - Hub cite: https://councilof.ai/api/hub-cards —
1185/1185/0(kill stale 885/900/937/1113/1182 pastes) - 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.
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