Has the same problems as midjourney et al: you can feed it pictures of a friend or yourself or a celebrity, and the result is always off - not recognizable as them
It's harder to do at inference time without training, but I wouldn't assume it'll be impossible forever, especially with the existence of ControlNet.
Is that how the latent space works though; Like if it's a 300-dim vector, is the face at locations 0-10?