That's the Cold War nuclear arms race argument, not even disguised. The actual situation we all ended up in is both sides eventually having it, leading to a perpetual state of Mutually Assured Destruction.
As you note, it may not be inconsistent with that they say they believe, but it's insanely inconsistent with what they actually are doing.