Depends on the projection you use and its parameters. The "Web Mercator is racist" meme is just lazy.
One way around the issue is rendering a globe on a screen. Google maps does this when you zoom out far enough. By the same token, if you're using a screen, it's possible to dynamically reproject a map based on whatever is centered.