From Regulation to Implementation: A Critical Evaluation of LLM-Assisted Regulatory Compliance in Industry
[Sztuczna inteligencja] Autorzy: Adriana Watson, Marco Bücheler, Grant Richards
The European Union (EU) has emerged as a leading regulatory body in the development of sustainability and privacy regulations. While new regulation requirements vary, many include a documentation artifact to ensure compliance. Notably, the Ecodesign for Sustainable Products Regulation (ESPR) introduces Digital Product Passports (DPPs) for life cycle transparency, while the General Data Protection Regulation (GDPR) mandates Data Protection Impact Assessments (DPIAs) to mitigate privacy risks. Creating these compliance artifacts, however, is challenging. Industrial data, which often exists in heterogeneous formats and is scattered across company and supplier systems, is required for DPPs and can be difficult to extract into compliant DPP formatting. Furthermore, DPIA documents require interdisciplinary expertise and follow no standardized format, making development difficult for novel sys…
- Kategoria arxiv
- cs.AI
- Kategoria
- Sztuczna inteligencja