What is Foundation Model?

A hypothetical AI system that can perform most intellectual tasks at a human level across many domains.

Continuing training on domain-specific data to adapt a pre-trained model to a specific task.

A language model trained on massive text corpora to generate and analyze text.

Initial large-scale model training on broad data before downstream adaptation.

Converting raw data into informative features that a model can use.

A software system that can observe, reason, and take actions to achieve a goal, often using tools and memory.