The half subtractor is a digital circuit that takes two binary inputs, A and B, and produces the difference and borrow outputs. It uses an XOR gate to produce the difference output of A'B + AB' and an AND gate with an inverter to produce the borrow output of AB'. The document provides the truth table and circuit diagram for a half subtractor and describes building a half subtractor circuit on a breadboard to verify its functionality based on the truth table.