That's true. That's the correct call - it was an illegal shift. But if he was blowing his whistle while he was signaling false start, that play is over because his whistle stopped it.
Since it was a silent count, the guard signaled the center to snap. The guard typically looks at the QB for a signal, but AOC wasn't ready. Complete botch but not the centers fault.
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Which means the play didn't happen.