Some commercial reactors are secretly used for this purpose even today.
Nuclear may have a bright future but it's extremely difficult to cleave energy from the state interest in weapons. And I'm not just talking about the US, this is an issue with nuclear power worldwide.
The biggest blunder was using nuclear technology for bombs first. I'm afraid the word is forever tainted by history.