If I know a given wording is widely misunderstood, to the point I'm planning to immediately follow it with a clarification - often that's a sign it's not a very good wording.
There are exceptions, of course - go ahead and say Cephalopods (things like octopuses and squid) if you're a marine biology educator.
So yeah, sure, context does matter.