The story was written after the invention of the transistor, but it seems Asimov hadn't heard of them or didn't grasp the implications, and assumed that computers would be based on tubes (or valves, the word used in the story) for billions of years into the future (but eventually they would be "molecular valves" and a powerful computer could be only half the size of a spaceship).