I haven't tested this myself, but I can guess that they will load slower in development. In development asset requests go through the asset pipeline now instead of being directly served up through the HTTP server.
Not really for application specific images. However, vendor, lib, and engine images will be copied into public in production. Keeps you from manually having to keep somebody elses asset dependencies updated in your app.
