Problem: Multiply two -digit numbers.
Grade school: digit operations.
Karatsuba's insight: Split each number into two halves. , .
This needs multiplications. Karatsuba reduces it to :
Recurrence:
By Master Theorem:
This beats for large . Modern libraries use even faster algorithms (Toom-Cook, FFT).