Wow. Even the highest upvoted answers here are crap.
OP is asking why CPU makers don't simply make gigantic CPUs to increase performance. This idea simply wouldn't scale for more reasons than I care to mention.
Here are a few to think about.
First the trivial ones:
Manufacturing difficulties aside, very quickly economics and physics present problems.
Source: I studied directly under Flynn and Hennessy, have designed processors for a living, and have been in the computer industry for 34 years.