A foundation model is a large AI model trained on broad, general data that can be adapted to many different tasks. Rather than being built for one job, it serves as a versatile base that others fine-tune or prompt for specific uses. Large language models and major image models are examples. They matter because one model can support translation, writing, coding, and analysis alike.
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