Much of the time there seems to be general consensus about ethical principles - but when it comes to applying them to real situations and deciding what are the appropriate exceptions that the problems come in.
Like, we might find we are fully agreed that theft is wrong - but the you say "Theft means when anyone takes my property", and I say "Property is theft" and it's pretty clear we disagree about some important details.