ELI5: Explain Like I'm 5

Computable function

A computable function is like a magic machine that takes in some numbers or other things and spits out a different number or thing. But this magic machine has some rules that it has to follow in order to work. These rules are kind of like instructions that tell the machine what to do with the numbers it gets. Just like you might have to follow instructions to build a LEGO set or bake a cake, the machine has to follow its instructions to do its job.

Now, the important thing about a computable function is that it can be done by a computer. That's why it's called a "computable" function. This means that if you were to sit down with a computer and give it the rules for the machine, it would be able to do the same thing that the machine does.

So why is this important? Well, lots of things in the world can be thought of as functions - things that take in some input and give out an output. For example, a calculator is a function that takes in numbers and operations and gives out the answer. A recipe for baking cookies is a function that takes in ingredients and instructions and gives out delicious cookies. And scientists and mathematicians are always trying to figure out new functions that can help us understand the world better.

By understanding what a computable function is, we can start to explore what kinds of things are computable and what kinds are not. For example, some really complex functions might not be computable by any computer, no matter how powerful. This is a big deal in the world of computer science and mathematics, because it helps us understand the limits of what we can do with our machines, and where we might need to find new ways of thinking about problems.