I agree with your exposition of search as it applies to chess, but
I think there is a qualitative difference in Go.

In chess, evaluators can see clear progress, in the form of material 
balance and statically determined positional factors, so each additional 
ply gives you more opportunity to see progress.

Until Go evaluators give similarly strong and reliable signals, search
will be a very much weaker tool.

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