What it means
A Foundation Model is a massive, broad AI (like GPT-4 or BERT) trained on huge chunks of the internet. It learns general capabilities - reasoning, language, coding - that can then be adapted for thousands of specific tasks.
Why it matters
It changed the AI landscape. Instead of building a specialized model for every single task, developers can now just build small apps on top of one powerful Foundation Model.