Reporting what the government said with no deeper context is poor journalism. The government really did say there were weapons of mass destruction in Iraq. The New York Times reported those statements, not faked evidence of the weapons.
Fake news is just making shit up, like inventing a dead body and saying it was killed by Clinton.