Your Dwarf’s inventory will carry over to other worlds, but Lore and Recipes are tied to the Worlds themselves and may need to be discovered again.
Most other things are saved on the Worlds themselves. Tutorial progress, buildings, waypoints, story moments, etc are all stored in the World you are playing on.