Melbourne cabs used to do this routinely (not just from the airport), which lead to them being hated and why Uber was an instant success when it rolled out in Melbourne. You flag them in the city, and they'd roll down the window and ask where you wanted to go. If they didn't like the response, they'd drive on.
Did this not happen in Sydney?