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Well, Googling for research around latency arbitrage lends me to believe the opposite.

WTF is "latency arbitrage"? All arbitrages are short-lived and latency sensitive. It's a marketing term made up by fear mongers.

Along these lines, a note on so-called latency arbitrage: