Possible reasoning
I have always felt that the reason for this rule was that baserunners are usually instructed to take their lead after the pitcher gets on the rubber. If the pitcher takes his sign first, and then gets on, the runner would not always be able to get a lead. This is the only logical reason I can think of.
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