Think ACs in a computer room on a really big scale
Because it is much cooler than near the center. Think civilizations and
computer minds on the scale of planets and small solar systems. They
will radiate a lot of heat that needs to be tempered and dissapated
somehow somewhere.
See this paper for the details:
http://arxiv.org/abs/astro-ph/0606102
