Mental Model
The last bit of a number in binary tells if it is even or odd. If the last bit is 0, the number is even; if 1, it is odd.
Analogy: Think of a light switch that can be either off (0) or on (1). The last bit is like that switch showing if the number is even (off) or odd (on).
Number in binary: ... b3 b2 b1 b0
↑
last bit