What it means
Mixture of Experts is like having a team of specialized doctors rather than one general practitioner. When you ask a question, a 'router' sends your query to the specific parts of the model (experts) best suited to handle it.
Why it matters
It makes massive models like GPT-4 faster and more efficient to run, because the computer only has to activate a small fraction of the total parameters for any given request.