As artificial intelligence barrels toward ubiquity, a high-stakes race is underway between an Israeli startup and Silicon Valley giants to contain AI's most dangerous tendency—hallucination—before these confident fabrications trigger financial catastrophe, medical disasters, or compromise national security.