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ArXiv:
Tags:
ai-governance
benchmark
decision-evidence
governance-evidence
decision-event-schema
drift-monitoring
License:
| cff-version: 1.2.0 | |
| title: "Governance Benchmark Dataset" | |
| message: "If you use this dataset, please cite it as below." | |
| type: dataset | |
| authors: | |
| - given-names: Oleg | |
| family-names: Solozobov | |
| orcid: "https://orcid.org/0009-0009-0105-7459" | |
| version: 0.2.1 | |
| date-released: "2026-06-13" | |
| license: CC-BY-4.0 | |
| repository-code: "https://github.com/governance-evidence/governance-benchmark-dataset" | |
| url: "https://github.com/governance-evidence/governance-benchmark-dataset" | |
| doi: "10.5281/zenodo.19479343" # v0.2.0 version DOI | |
| identifiers: | |
| - type: doi | |
| value: "10.5281/zenodo.19248722" | |
| description: "Concept DOI (always resolves to latest Zenodo release)" | |
| - type: other | |
| value: "arXiv:2604.19112" | |
| description: "Preprint: Governed Auditable Decisioning Under Uncertainty -- Synthesis and Agentic Extension" | |
| abstract: >- | |
| Curated benchmark dataset and evaluation harness for comparing governance | |
| evidence feasibility across four decision system architectures: deterministic | |
| rule engines, hybrid ML + rules systems, streaming feature-driven systems, | |
| and agentic AI systems. Enables cross-architecture comparison of the N4 | |
| governance evidence framework. | |
| keywords: | |
| - governance evidence | |
| - benchmark dataset | |
| - decision systems | |
| - cross-architecture comparison | |
| - agentic AI | |
| - accountability | |