Did Jesus really die on the cross?

There is a new theory that Jesus may not have died on the cross and that the crucifix shape that we commonly depict Jesus hanging from did not come about until a couple of centuries after his death. This theory is based on translation from the original texts of the Bible, and in particular, the actual definition of the word “stauros”.

What are your thoughts on this theory?