“I expect that most businesses and individuals would prefer errors to a surprise $10,000+ bill.”
Cloud and AI providers bill by usage with no ceiling by default. A warning email at midnight does nothing about an agent that keeps spending until morning. Providers keep every dollar of the overage. The customer eats the bill.