Might be outdated drivers. Haven't seen anyone else mention this issue yet, try checking to see if you need to update either Windows or your graphics drivers.
Ah, I see. Still not sure how low-end specs would cause visual/texture issues, but it's possible. Are you using integrated graphics or do you have a dedicated gpu?