An Empirical Study and Assessment of EU AI Act Compliance Checkers

arXiv:2609.36228 · cs.AI, cs.CR · Submitted 2026-09-28 · Read on arXiv

cs.AI, cs.CR

Submitted: 2026-09-28

Updated: 2026-09-28

Code: https://github.com/ZhenTAO3059/AIACC

Project page: https://chatgpt.com/gpts

Terminology

• Actionability — 11× in this paper · explained in 3 episodes
• Alignment — 11× in this paper · explained in 1 episode
• Robustness — 11× in this paper · explained in 5 episodes
• AI Literacy — 9× in this paper · explained in 1 episode
• Actor — 9× in this paper · explained in 3 episodes
• Benchmark — 8× in this paper · explained in 2 episodes
• Accuracy — 7× in this paper · explained in 1 episode
• Accountability — 6× in this paper · explained in 2 episodes
• Benchmarking — 5× in this paper · explained in 3 episodes
• AI Agents — 3× in this paper · explained in 2 episodes
• Knowledge Graph — 3× in this paper · explained in 7 episodes
• Verifier — 3× in this paper · explained in 2 episodes
• Consistency — 2× in this paper · explained in 3 episodes
• Core — 2× in this paper · explained in 2 episodes
• Hallucination — 2× in this paper · explained in 3 episodes
• Knowledge graphs — 2× in this paper · explained in 2 episodes
• Alignment Problem — 1× in this paper · explained in 1 episode
• Analyzer — 1× in this paper · explained in 1 episode
• Annotator Agreement — 1× in this paper · explained in 1 episode
• Fidelity — 1× in this paper · explained in 2 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes

Sources

• Resume-ing Control: (Mis)Perceptions of Agency Around GenAI Use in Recruiting Workflows
• Test-takers have a say: understanding the implications of the use of AI in language tests
• The Creation and Analysis of Government AI Transparency Statements in Australia
• ESG Reporting Lifecycle Management with Large Language Models and AI Agents
• Matcha: An IDE Plugin for Creating Accurate Privacy Nutrition Labels
• COMPL-AI Framework: A Technical Interpretation and LLM Benchmarking Suite for the EU Artificial Intelligence Act
• Prompt Injection attack against LLM-integrated Applications
• Verbosity $\neq$ Veracity: Demystify Verbosity Compensation Behavior of Large Language Models
• AIReg-Bench: Benchmarking Language Models That Assess AI Regulation Compliance
• TechOps: Technical Documentation Templates for the AI Act

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