We plan to eventually add some real paid high-res imagery to the map just as a comparison, but for now you would need to look at the map at https://satlas.allen.ai/map (select Super Resolution) and compare it to a source of aerial imagery like Google Maps or Bing Maps at the same spot.
Sounds good, it's been a little while since I've touched anything GIS related, but it was kind of fun while at the same time stressful for me as a junior developer at the time. I'm definitely curious how insanely accurate AI upscaling will become with stuff like this, at least in terms of getting a good amount of the terrain correct.