increase the range of applications for AI in business.
   </p>
   <p>
    Q: Can you give me an analogy or metaphor that will help explain this to a broad audience.
   </p>
   <p>
    A: Sure, let's think of a large language model as a team of employees in a company.

In a traditional 'dense' model, it's like having a team where everyone is a generalist. They all have a broad range of skills and can handle a variety of tasks, but they might not be experts in any specific area. This team is reliable and can 