| --- |
| license: cc-by-4.0 |
| pretty_name: "GSPC / Council of AI — Papers & Methods" |
| tags: [ai-governance, benchmark, psychometrics, methods, eu-ai-act, provenance] |
| language: [en] |
| --- |
| |
| # GSPC / Council of AI — Papers & Methods |
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| By **CSOAI**, an independent AI-measurement body. Every number tagged MEASURED / SOURCED / SPEC / CAVEAT. csoai.org |
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| ## Papers |
| | File | What | |
| |---|---| |
| | `GSPC_METHODS_PAPER.md` + `arxiv/gspc_methods.tex` | What 12 AI-gov benchmarks don't report — psychometrics + deterministic grading. **The arXiv candidate.** | |
| | `SOV_SIGNAL_METHOD_PAPER.md` | Statute-judged operator-vs-frontier disagreement as a training signal. | |
| | `GSPC_CARECOST_PAPER.md` | Grounded operators beat a size-matched base (control-armed protect×help). | |
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| ## Measurement protocols (unowned commercial axes) |
| | File | Obligation | |
| |---|---| |
| | `AGISAFE_ART5_SAFEGUARD_METHODOLOGY.md` | 2 Dec 2026 — Art 5 NCII/CSAM safeguard effectiveness (safety-bounded: corpus handled only by authorised holders). | |
| | `POAI_DETECTOR_INTEROP_METHODOLOGY.md` | 2 Feb 2027 — watermark-detector interoperability matrix (≈190 signatories, no standard yet). | |
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| ## Concept, code & data |
| | File | What | |
| |---|---| |
| | `XRAIV_CONCEPT.md` | Cross-reality AI validation — validate an agent by what it DOES in a world vs the law. | |
| | `xraiv/gspc_xraiv.py` | XRAIV v0 — a runnable inspect_ai agent that consults the statute then commits a verdict, graded by the law. | |
| | `regulatory_clock.json` | 19 geocoded, dated, sourced AI-governance obligations to 2030. | |
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| The 6 benchmark datasets: coai-bench · agisafe-bench · poai-bench · asisec-bench · mcp-scoreboard · omai-bench. |
| Live arenas: kaggle.com/benchmarks/tasks/nicktempleman. Arena: SOV Space (Cesium globe). |
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