That 90 percent right means 10 percent wrong stat terrifies me because scale matters. At billions of queries per hour that 10 percent failure rate floods the internet with hallucinations and misinformation that people cite as fact. We traded convenience for accuracy and now we have to manually verify AI outputs for basic facts.