Large language models (LLMs) have become integral to numerous applications, raising concerns about bias, fairness, and compliance with emerging regulatory frameworks. This article provides a review of some of the most significant risks associated with biased LLM outputs and their broader societal implications. We discuss how regulatory initiatives such as the European Union’s (EU’s) Artificial Intelligence Act (AI Act) and the Digital Services Act (DSA) seek to address these challenges by introd
