What did Spinoza get wrong?

Spinoza has this idea that God and nature are the same thing- basically, that the physical world has always existed in some form or another, and that everything that exists makes up the being that is God. What does he get wrong, from a philosophical standpoint? How can pure being or act exist by itself? Just as matter can't be separated from form, I don't understand how form can exist separate from matter.