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 pairs. If there is an extra car without a pair, the number of cars is odd. The last bit is like checking if there is an extra car.
Number in bits: ... b3 b2 b1 b0
↑
last bit (b0)