Police were called to the Cambridge Suites Hotel, near the intersection of Richmond Street East and Victoria Street, just before 6 a.m. ET Wednesday.
They found the boy in life-threatening condition. He died in a trauma centre.
It's not immediately known if any charges will be laid.
Emergency vehicles are blocking Richmond Street as homicide detectives investigate.