A foundation model, also known as large X model (LxM), is a machine learning or deep learning model that is trained on vast datasets so it can be applied across a wide range of use cases.[1] Generative AI applications like Large Language Models are often examples of foundation models.[1] Building foundation models is often highly resource-intensive, with the most advanced models costing hundreds o