It is possible to die if you straight up breath in when you put the spoon in your mouth, but there are no accounts of death from the challenge yet.
The key? Breath out, then try to eat it. It'll be dry obviously. But the key is not breathing when you eat it, same as powdered sugar. That's waht gets you coughing.