How do you spell the plural of octopus?

The preferred spelling is octopi. That is a Latin grammatical form, borrowed by English.

Sorry, David6023, you are DEAD WRONG again: "Octopodes" is the correct plural of octopus. 'Octopi' is a math term meaning 'pi to the eighth power'. Hoot mon, get the T-shirt: it's a hoot itself!