AINeutralarXiv – CS AI · 6h ago6/10
🧠
Probabilistic Agents in Deterministic Audits: Evaluating Multi-Agent Systems for Automated Audits Based on the German IT-Grundschutz
Researchers present a Multi-Agent System architecture using Hybrid Retrieval Augmented Generation to automate IT-Grundschutz compliance auditing, addressing the resource-intensive certification burden mandated by the NIS-2 Directive. While the system excels at semantic tasks like structural analysis and modeling, it struggles with deterministic logical reasoning phases due to the probabilistic nature of current large language models.