We don't understand how they work. We know how to make them, but much like the human brain, the very low level workings are beyond our understanding.

Broadly it can be said that LLMs work by reducing uncertainty. Interestingly, human consciousness is also theorized by some to work the same way, react to the input in ways to reduce uncertainty.