This is a valid concern.

However, if you are somewhat more observant, you can usually tell when something is off.

For example, in music, the sounds of synthesized orchestras can be distinguished from real ones. Autotune can be detected and it tends to give an "uncanny valley" / annoying effect on the attentive listener.

Then again most people don't usually care about those things.

Guess time will tell.