Looks like it was caused by Temporal AA. I turned it to low and the edges sharpened up. I decided to switch to FXAA. I can run FXAA on max and the edges stay sharp.
Edit > Project Settings > Engine (section) > Rendering > Default Settings (section) > Anti Aliasing Method.
Some additional info: