Combine the simple syrup and rum in a saucepan. Split the vanilla bean lengthwise and scrape out the seeds. Reserve the vanilla bean pod for another use. Mix the seeds into a small portion of the syrup to distribute them evenly and break up any lumps. Mix this into the remaining syrup.
Bring the syrup to a boil and reduce by one-quarter. The syrup should stay i