I know it feels that way, but it's not strictly true. Here in Seattle in the last decade we've built a new floating bridge, multiple miles of underground light rail track, and nearly two miles of deep bore road tunnel.
I think there is a real problem that our new infrastructure is way too expensive and takes way too long to build, but we've demonstrated that we can definitely build new stuff.