The not operation is a fundamental logic operation in Boolean algebra that outputs the opposite value of its input. If the input is true (1), the output will be false (0), and vice versa. This operation is crucial for constructing complex logical expressions and circuits, enabling the creation of binary systems that can perform various computational tasks.