I don't know about GMO, but regular crops are sterile because the are hybrids. They also are not really sterile, the seeds just don't have the beneficial traits of the original hybrid.
Quite a few crop plants are actually sterile. Cavendish Bananas for example (the kind you get to buy everywhere). They don't have seeds. Sweet oranges are another example.