'Silent failure at scale': The AI risk that can tip the business world into disorder

AI systems are becoming too complex for humans to fully understand or predict their behavior, creating risks of 'silent failures at scale' where mistakes accumulate quietly over time without obvious crashes or alerts. As companies deploy AI to handle critical business operations like approving transactions and managing customer service, gaps between expected and actual system performance are causing real damage, such as a beverage manufacturer's AI producing hundreds of thousands of excess cans when it misidentified holiday packaging.