Inhibitors as answer to the Fermi paradox
The galaxy is silent because ancient machine intelligences, the Inhibitors, wait for species to reach interstellar capability and then exterminate them before they can spread. Silence is enforced rather than natural, so a civilization's own expansion and conspicuous signals are what summon its destruction. The empty sky becomes evidence of a predator, not of rarity.
