AI generalists are models trained to perform a wide range of tasks, unlike narrow AI built for one specific job. With advancements in multi-modal models and unified architectures, these systems can understand language, images, and even audio in a single flow. This is reshaping how we build, train, and deploy AI toward flexible, adaptive agents that handle multiple roles at once.