If the human race had collectively had only a decade of Go-playing experience (as was the case with Arimaa), it might have been possible for an AI coded with "classical techniques" to defeat them.

(To be specific, my guess is that we'd have been at the amateur-dan level, and the initial MCTS revolution would have been enough for the computers to win.)