I built an AI that keeps receipts. The mistakes became the useful part

AI is remarkably good at producing answers. It is even better at sounding certain. Ask a difficult question and, within seconds, a system can gather information, connect ideas and return a polished explanation. Yet a harder question arrives later: what happens when reality proves the answer wrong?…