Weird shadows on edges of meshes

I get these weird shadows on exactly the edges of my static meshes when I press play:

When moving closer to the wall they disappear:

How can I fix this? It really hinders the end user experience if they see stuff loading in.

I already have an is loaded check, but that does not seem to fix this.