Police say the boy was seen by himself around 7:45 near exit 20 in Hempstead.
He is believed to be between eight and ten years old.
Police say he was fully clothed and in good shape.
Detectives are investigating it as a case of neglect.
They had not immediately identified the boy or his parents.