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Challenges in Adapting LLMs for Transparency: Complying with Art. 14 EU AI Act
Łukasz Górski, Shashishekar Ramakrishna
275 - 280
10.3233/FAIA230974
Research Article
Frontiers in Artificial Intelligence and Applications
Volume 379: Legal Knowledge and Information Systems
Abstract

This paper investigates the technical potential of developing explainable transformer-based large language models (LLMs) that meet users’ needs and comply with regulations such as the EU AI Act. We implement and evaluate a proof-of-concept explainable LLM-based system. Furthermore, we demonstrate its potential for regulatory compliance and identify technical challenges to be tackled.

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