On: Ask HN: How concerned should I be about liability when launching a site or spp?

Whether you're operating as a corporation or not it will still be very expensive to defend yourself.

If you're doing anything especially risky (torrent site) then setup a company on day one. Otherwise just put a good ToS on the site and don't worry about it. IANAL.