Fungi is plural—ie more than one Fungus.
Fungus is one eukaryotic organism—like a mushroom — you know that stuff that is kept in the dark and fed sh*t?
Plus, Fungi reproduce asexually and something tells me this is an important similarity...and something we would want to nip in the bud, so to speak...