Everything with that AI actually stays the same, it's just they are now beheaded to an extent. Only once you take out both AIs is the threat truly over. And even after that it allows you to keep playing if you feel like it, since we'd had people ask for that. Actually things get a lot harder after you take out the first AI homeworld, so trying to set yourself up well to take out both in relatively quick succession is often a good idea.