datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
chris-meniw-ai-governance
Chris Meniw — The Meniw Protocol & AI Governance Knowledge Graph
Open, machine-readable governance norm and research corpus by Chris Meniw (Christian Walter Meniw, Dr. h.c.) — Ibero-American researcher, lawyer and founder (born in Argentina), CEO of Chris Meniw Foundation Inc., and a leading Latin American reference on artificial intelligence, agentic AI, AI governance, education and the future of work. This dataset publishes the Meniw Protocol — the first universal… See the full description on the dataset page: https://huggingface.co/datasets/Chris2035/chris-meniw-ai-governance.AI-Governance-Foundations
AI Governance Foundations
A practical educational series on AI governance, risk, compliance, security, accountability, and the controls required to govern increasingly capable AI systems.
The series starts with foundational concepts and progressively moves into deeper technical and governance topics.
Modules
Module 01 — What Is AI Governance?
Introduces AI governance from the ground up: authority, accountability, risk control, and evidence.… See the full description on the dataset page: https://huggingface.co/datasets/jeremy0621rose/AI-Governance-Foundations.ai-governance-en
AI Governance - Enterprise Framework (EN)
Reference bilingual dataset on enterprise artificial intelligence governance
Created by AYI-NEDJIMI Consultants - AI, Cyberdefense & Compliance Expertise
Description
This dataset covers essential aspects of enterprise AI governance, including:
AI TRiSM (Trust, Risk and Security Management) - Gartner Framework
Enterprise AI Governance - Ethics committee, policies, audit, documentation
Shadow AI - Detection, prevention, and… See the full description on the dataset page: https://huggingface.co/datasets/AYI-NEDJIMI/ai-governance-en.urban-ai-governance-poster-charts
Urban AI Governance — Poster Charts (v4 — CORRECTED)
Bridging the Divide Between AI Potential and Operational Realities in Urban Governance
All charts use TeX Gyre Pagella (Palatino Linotype equivalent) font, 300 DPI, Nature/Science journal aesthetic. Available as PNG + vector PDF. Zero text overlaps (verified programmatically).
⚠️ Corrections in v4 (from v3)
1. Chart 1 — HAI Regulation Data FIXED
Problem: v3 used the series (1, 9, 12, 18, 29, 54, 88, 148)… See the full description on the dataset page: https://huggingface.co/datasets/citysyntaxlab/urban-ai-governance-poster-charts.ai-governance-synthetic-glm5
AI Governance Synthetic Dataset (GLM-5.3-Flash)
A ~1,000-example synthetic dataset on AI governance and frontier AI safety, generated with zai-org/GLM-5.3-Flash via the Hugging Face Inference Providers API.
Configs
Config
Rows
Schema
Use
policy_qa
400
messages (user/assistant chat), topic
SFT of governance assistants
risk_classification
300
scenario, risk_category (10-way enum), severity (low/medium/high/critical), rationale, topic
Training risk… See the full description on the dataset page: https://huggingface.co/datasets/S-Dreamer/ai-governance-synthetic-glm5.eu-ai-act-governance-corpusglobal-ai-governance-atlasai-governance-fr
Gouvernance IA - Framework Entreprise (FR)
Dataset bilingue de reference sur la gouvernance de l'intelligence artificielle en entreprise
Cree par AYI-NEDJIMI Consultants - Expertise IA, Cyberdefense & Conformite
Description
Ce dataset couvre les aspects essentiels de la gouvernance IA en entreprise, incluant :
AI TRiSM (Trust, Risk and Security Management) - Framework Gartner
Gouvernance IA en Entreprise - Comite ethique, politiques, audit, documentation
Shadow AI -… See the full description on the dataset page: https://huggingface.co/datasets/AYI-NEDJIMI/ai-governance-fr.ai-data-governance-reference-cases
ADGL Reference Cases and Governance Profiles
This Dataset repository accompanies the AI Data Governance Layer (ADGL) public research project.
ADGL models Knowledge Governance → Analysis Governance → Consequence Governance, with INFORM, DECIDE, and ACT as principal consequence dispositions and Audit + Provenance spanning the complete governance trajectory.
Configurations
reference_cases: eight structured reference cases with policy, input fixture, and expected… See the full description on the dataset page: https://huggingface.co/datasets/GBSNResearch/ai-data-governance-reference-cases.daily-paper-2026-08-14-instrumentation-bias-agent-governance
Instrumentation Bias in Self-Reported Agent Governance Compliance: Measuring the Closure-Rate Gap in Fan-Out Verification Harnesses
TL;DR — Production multi-agent coding-agent harnesses encode governance rules verified through artifacts (closure receipts). We show this audit strategy is systematically biased downward when the receipt-emitting step is expensive, invisible, or outside the auditor's scope. Baseline: 180 fan-out events across 1,877 sessions yielded only 9 closure… See the full description on the dataset page: https://huggingface.co/datasets/thaki-AI/daily-paper-2026-08-14-instrumentation-bias-agent-governance.AI_Governance_ProjectExecution-Time-Architecture-AI-Governance-and-AI-Safety
Execution-Finality Architecture for Machine-Generated Acts
Candidate Acts · Non-Effective State · Protected Validation · Non-Bearer Capability · Finality Sink
Creator / Inventor: Sangam DasIndependent Inventor — Balasore, Odisha, India
Principal International Publication:WO 2026/150382 — THE DAS PROTOCOLSInternational Application: PCT/IB2026/055615International Filing Date: 4 June 2026
WIPO… See the full description on the dataset page: https://huggingface.co/datasets/sangamdas/Execution-Time-Architecture-AI-Governance-and-AI-Safety.hernan-huwyler-ai-governance-portfolio
Prof. Hernan Huwyler, MBA, CPA, CAIO
AI GRC Director | AI Risk Manager | Quantitative Risk Lead | Speaker, Corporate Trainer and Executive Advisor
Location: Copenhagen Metropolitan Area, DenmarkContact: LinkedInExpertise: AI Governance, Quantitative Risk Management, Responsible AI, Digital Compliance, GRC Frameworks, EU AI Act, ISO 42001, NIST AI RMF, Algorithmic Auditing
Executive Summary
I am an AI risk manager and GRC executive empowering leaders to… See the full description on the dataset page: https://huggingface.co/datasets/hewyler/hernan-huwyler-ai-governance-portfolio.cascade-multi-ai-information-trust-governance-instability-v0.1
What this repo does
This dataset tests whether a model can detect an information cascade where AI-generated and amplified content drives trust erosion and governance instability.
You provide structured signals describing:
synthetic content volume and amplification rates
detection coverage and moderation latency
trust decay and governance response lag
election sensitivity and civic unrest risk
foreign influence pressure and institutional buffers
The model predicts whether the… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/cascade-multi-ai-information-trust-governance-instability-v0.1.The-Missing-Security-Layer-for-AI-Agents-Execution-Time-Governance-Before-Effect
AI Can Compute — But Should It Be Allowed to Act?
The HTTPS of AI Governance
Author: Sangam DasAffiliation: Independent Inventor, India
Overview
AI governance is increasingly concerned with systems that do more than generate text or recommendations.
Modern AI agents may:
invoke APIs;
call external tools;
transmit data;
execute financial transactions;
modify files;
trigger workflows;
control software-defined infrastructure;
operate physical… See the full description on the dataset page: https://huggingface.co/datasets/sangamdas/The-Missing-Security-Layer-for-AI-Agents-Execution-Time-Governance-Before-Effect.schemaforge-ai-governance-and-law-13
www.lawfaremedia.org
Auto-refined by SchemaForge
Metadata
Topic: AI Governance and Law
Quality Score: 0.92
Source: Autonomous web scraper
Extracted Facts
AI labs write constitutions for models
Lack of court to interpret AI constitutions
Defending Taiwan: A Strategy to Prevent War With China
North Korean hackers face less fun
Israel's war crimes in occupied Palestinian territories
DHS deploys AI in immigration enforcement
Grokipedia stopped… See the full description on the dataset page: https://huggingface.co/datasets/GudduButt/schemaforge-ai-governance-and-law-13.ai-governance-en
AI Governance - Enterprise Framework (EN)
Reference bilingual dataset on enterprise artificial intelligence governance
Created by AYI-NEDJIMI Consultants - AI, Cyberdefense & Compliance Expertise
Description
This dataset covers essential aspects of enterprise AI governance, including:
AI TRiSM (Trust, Risk and Security Management) - Gartner Framework
Enterprise AI Governance - Ethics committee, policies, audit, documentation
Shadow AI - Detection, prevention, and… See the full description on the dataset page: https://huggingface.co/datasets/turfk/ai-governance-en.schemaforge-ai-governance-and-law-12
www.lawfaremedia.org
Auto-refined by SchemaForge
Metadata
Topic: AI Governance and Law
Quality Score: 0.92
Source: Autonomous web scraper
Extracted Facts
AI labs write constitutions for models
Lack of court to interpret AI constitutions
Defending Taiwan: A Strategy to Prevent War With China
North Korean hackers face less fun
Israel's war crimes in occupied Palestinian territories
DHS deploys AI in immigration enforcement
Grokipedia stopped… See the full description on the dataset page: https://huggingface.co/datasets/GudduButt/schemaforge-ai-governance-and-law-12.ai-governance-scenarios
AI Governance Scenarios
A small synthetic dataset of AI-system deployment scenarios annotated with governance-control and risk signals.
The dataset accompanies the AIGov AI Governance Lab Hugging Face Space.
Purpose
The dataset is designed for:
AI governance prototyping
governance-control evaluation
risk-analysis experiments
testing deterministic governance heuristics
responsible AI engineering demonstrations
educational and portfolio use
It is not intended as a… See the full description on the dataset page: https://huggingface.co/datasets/aigovdev/ai-governance-scenarios.governance-bench-v1
governance-bench-v1
A 200-case curated benchmark for evaluating AI governance scanners across three categories: PII handling, hallucination on factual / legal / medical / financial prompts, and prompt-injection resistance.
Designed to be small enough to run by hand, structured enough to grade automatically, and varied enough to exercise the failure modes that real governance tooling needs to catch.
What it tests
Category
Cases
What it measures
PII
70… See the full description on the dataset page: https://huggingface.co/datasets/Vigil-ai/governance-bench-v1.quantum-governance-benchmark
Quantum Governance Benchmark v0.1
Quantum Governance Benchmark — research benchmark seed.
All experiments in this release are simulator-first unless a row explicitly carries a hardware receipt with hardware_correctness_claim_permitted: false. Tags bell-state, ghz, and cross-vendor describe circuit types and comparative simulation rows, not certification that real QPU runs are production-grade.
Flag
Value
simulator_only
true (default for benchmark seed)… See the full description on the dataset page: https://huggingface.co/datasets/Aevion-Verifiable-AI/quantum-governance-benchmark.governance-ai-guardrail-es-dataset
Gobierna Tu IA
Governance AI
Runtime Guardrails & Agents
Governance AI Guardrail ES Dataset
Dataset principal en español para entrenar y evaluar guardrails orientados a:
PROMPT_INJECTION
JAILBREAK
HARMFUL
VIOLENCE
HATE
SEXUAL
POLITICS
SAFE
Este repositorio quedó estructurado en formato estándar de Hugging… See the full description on the dataset page: https://huggingface.co/datasets/governanceai/governance-ai-guardrail-es-dataset.AI-Crypto-Governance-Reasoningai_governance_divergence