Okay kiddo, so imagine you have a lot of toys in your toy box. And imagine that each toy has a special color on it that makes it different from all the other toys. Some of the colors might be the same, but when you look closely, you can see that they're still different.
Now imagine that some of these toys are very special because they can do certain things that the other toys can't do. They might be able to move on their own, or they might make noise when you touch them. These special toys are like the central simple algebras we're talking about.
Basically, a central simple algebra is a type of algebra that works a bit differently from other algebras. It has a special property that makes it unique. Just like how the special toys in your toy box have a special ability that makes them different from the other toys.
This property is called "central simple" because the algebra has a center (or a "centralizer") and it's simple. The center is a special part of the algebra that behaves in a particular way, and being simple means that it doesn't have any smaller parts that behave in the same way.
So just like how the special toys in your toy box have a special part or ability that makes them different from the other toys, central simple algebras have a special property that makes them different from other types of algebra. And just like how some of your toys might be more special than others, some central simple algebras might be more complex or interesting than others.