Is $\sum_{p} \frac{1}{2^p}$ irrational?

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$$ \sum_{p \, \in \text{ primes}} \frac{1}{2^p} $$

My friend came across a book which claimed this to be irrational and claimed it could be solved using the pigeonhole principle.