Foundation models serve as the backbone for developing applications like ChatGPT, which utilizes transformer architecture. These models require significant resources and expertise to create, making them the domain of major tech companies. Once pre-trained, they can be leveraged by others to build customized solutions, akin to using a cake as a base for various desserts.
