Why Computers Understand Only Binary Numbers?

You can build a ternary computer if you want. Donald Knuth would approve.

Minor pet peeve: bits are not numbers. They can be used to represent numbers, but they're not numbers in and of themselves.

Title is "Why Computers Understand Binary Numbers"