AI models progressed from basic arithmetic to olympiad-level mathematics in just two years. Sebastian Bubeck and Ernest Ryu argue that mathematical reasoning serves as the primary benchmark for artificial general intelligence. This trajectory suggests that solving complex, structured problems is the fastest way to verify true cognitive capabilities. Practitioners should prioritize formal reasoning benchmarks over simple chat fluency.