The history of leap year dates back to ancient civilizations' efforts to align calendars with Earth's orbit. Julius Caesar and Sosigenes introduced the leap year in 45 BCE, followed by Pope Gregory XIII's Gregorian reform in 1582. The precise formula for leap years involves divisors of 4 and 400, ensuring calendar accuracy over time.