The carry flag is a specific bit in a computer processor's status register used to indicate when an arithmetic operation results in a carry out of the most significant bit, typically in unsigned binary arithmetic. It plays a crucial role in multi-word arithmetic operations and in the implementation of algorithms that require precise control over bit-level operations.