The AI That Cried “Works”: How False Positives Destroyed Our Trust in Automation
The AI That Cried “Works”: How False Positives Destroyed Our Trust in Automation Remember the classic fable of The Boy Who Cried Wolf? A bored shepherd boy living on a quiet hillside decides to entertain himself by screaming, "Wolf! Wolf! The wolf is chasing the sheep!" The villagers drop their work, grab their tools, and rush up the hill to save him, only to find the boy laughing at their panic. He pulls the prank a second time. Then a third. Eventually, the villagers learn a hard lesson: liars are not believed, even when they tell the truth. And when a real wolf finally does appear, howling in the shadows, nobody comes to help. The sheep are lost, and the boy is left alone in the dark, realizing the true cost of his deception. Now, fast forward a few thousand years. Swap the mischievous shepherd boy for a sophisticated Large Language Model, and swap the panicked villagers for a tired developer or content creator staring blearily at a screen at 2:00 AM. Welcome to the moder...