Please go back to Java!  Part of your initial aims were to make good, well
commented code available to others. I was dismayed when you started to
transition to C++, which may be the right choice if you're working on your
own and happy to trade clarity / portability for speed, but really detracts
from your other aims.  Given you've got interns and others coming in and out
of the project, I would have thought this would end up being less
efficient.  We're so far from strong amateur play in Computer Go that it
seems much more important (and interesting) to focus on implementing and
testing new ideas.
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