Imagine running a small company, and one morning the world gets told you're a spy for China. Not because an investigator found something — because a piece of security software made it up. It connected dots that were never there, called it research, and its owners published it without one human checking if any of it was true. The company it smeared is now suing the software's owner, Palo Alto Networks — a fight over who answers when a machine lies about you.
Here's why that's a big deal: the accusation didn't come from a person you can question, fire, or sue for getting it wrong. It came from a tool everyone was told to trust. If the word "spy" can land next to your name because software hallucinated and nobody looked, then a human in the loop isn't red tape — it's the only thing standing between you and a lie with your name on it.
