Foundation models are repositories of vast amounts of data, serving as the bedrock for developing other models. For instance, generative AI systems heavily rely on large-language foundation models. These models offer a means to expedite the development of new systems. However, the use of foundation models has sparked controversy. Depending on the origin of their data, concerns regarding trustworthiness and bias arise.