A leader assumes a foundation model was trained only for the company current task. What is the better explanation?

1. A foundation model is broadly pretrained and can be adapted or prompted for multiple downstream tasks.
2. A foundation model is simply a manually written lookup table.
3. Every foundation model is automatically trained on the company latest private records.
4. Foundation models never require business-specific evaluation.