1. Vacuum tubes were used as switches in early computers but had issues like generating a lot of heat and being unreliable. They were replaced by transistors. 2. Integrated circuits were invented in the late 1950s and represented the next generation of computers. They placed multiple circuit components like transistors onto a single semiconductor substrate. 3. Integrated circuits are superior to vacuum tubes because they use transistors which are smaller, more reliable, and can contain many more components than vacuum tubes.