Yes, Computers need air conditioning. In fact most of the facilities that host servers are made in cold environments. Every high-powered computer has a liquid cooling system to cool it so that it can work properly.
Cooling systems help dissipate the heat produced by the semiconductors that make a computing system.
If the systems are not cooled properly then the computing chips may degrade and even explode if they are over worked all the time.