From the paper:
"
The most obvious next step is to integrate
a DCNN into a full fledged Go playing system. For
example, a DCNN could be run on a GPU in parallel with
a MCTS Go program and be used to provide highly quality
priors for what the strongest moves to consider are. Such
a system would both be the first to bring sophisticated pattern
recognitions abilities to playing Go, and have a strong
potential ability to surpass current computer Go programs.
"