Is it safe to add delegates to events with keyword new?

Question

One thing I am concerned with is that I discovered two ways of registering delegates to events.

1. OnStuff += this.Handle;
2. OnStuff += new StuffEventHand

Answer 1

I was under the impression that 2 is just syntax sugar. They should be exactly the same thing.