Mental Model
Every number in computers is stored in bits. The last bit tells if a number is even or odd: 0 means even, 1 means odd.
Analogy: Think of a parking lot where cars park in spots numbered 0,1,2,... The last spot number's last digit tells if the spot is even or odd. Checking the last digit is quick and easy.
Number bits: ... b3 b2 b1 b0
↑
last bit