Not entirely true. Humans have successfully modified the genome of plants and especially bacteria in a targeted way for years now. But things are of course much more complex in humans and vertebrates in general.

The mystery remains but we certainly can splice our genetic code without sterility or death. There are various FDA approved therapies doing just so to treat genetic diseases such as sickle cell, hemophilia, certain types of DMD, and retinopathies.