A very large, pre-trained Machine Learning model (often a Generative AI model like GPT or Gemini) trained on massive, broad data to serve as a base (or "foundation") that can be adapted (fine-tuned) to a wide variety of downstream tasks. They are characterized by their general-purpose nature and impressive emergent capabilities.