Artificial Intelligence Act
The EU Artificial Intelligence Act aims to establish a comprehensive regulatory framework for AI systems, prioritizing safety, transparency, and accountability. Current research focuses on developing practical compliance methods, including quality management systems and risk assessment frameworks, often leveraging techniques like explainable AI (XAI) and energy-efficient model architectures such as Open Mixture-of-Experts (OLMoE). This legislation significantly impacts the AI field by driving the development of trustworthy AI practices and influencing global regulatory efforts, particularly concerning high-risk AI applications in sectors like healthcare and autonomous driving.
Papers
Using AI Alignment Theory to understand the potential pitfalls of regulatory frameworks
Alejandro Tlaie
COMPL-AI Framework: A Technical Interpretation and LLM Benchmarking Suite for the EU Artificial Intelligence Act
Philipp Guldimann, Alexander Spiridonov, Robin Staab, Nikola Jovanović, Mark Vero, Velko Vechev, Anna Gueorguieva, Mislav Balunović, Nikola Konstantinov, Pavol Bielik, Petar Tsankov, Martin Vechev