In addition to the answers already given, there are defects during the process that are more likely to render your chip useless the larger your chip is. This is

In addition to the answers already given, there are defects during the process that are more likely to render your chip useless the larger your chip is. This is true for smaller chips as well, and often the design handles a defunct component, but you prefer minimizing defects per chip.