They said it couldn’t be done! Well, Steve Jobs said something during the Q&A session last week, that users shouldn’t have to ever worry about killing tasks (aka Task Manager).
Well, it looks like this functionality IS indeed built into the OS, and it’s quite easy. Just open up the Multitasking Window by double-clicking the Home button, hold down the Application you want to stop, and press the Delete icon.