Wow, that one is tougher than I remembered! It is definitely possible, but maybe requires a bit of luck and improvisation, since the AI is slightly random.
The trick is to spend turn 1 by splitting 122 or 123-stone, and then end your turn without playing anything! Next turn, you will have lots of options, allowing you to respond to almost any decision the opponent makes.