In our policy recommendations on the EU Act on Artificial Intelligence we provide an overview of the functioning of creditworthiness assessments (CWAs) and credit scores in relation to lending decisions (and other service provisions) and an analysis of the role that new advanced AI techniques play in this regard. In addition, we explain the existing safeguards for consumers under the current regulatory framework and provide targeted policy recommendations for a balanced application of the new proposed Artificial Intelligence Act.