Is this on the initial turn you got one of the necessary advances or resources? I've noticed that sometimes (not always) when I acquire a resource or technology via trade, I can't build the new units until the next turn.
However, my guess would be that nobody has yet completed the Manhattan Project. You can't build nukes until that wonder is complete.