The Turing Test, proposed by Alan Turing, assesses a machine's ability to demonstrate human-like intelligence. If a human evaluator cannot distinguish between responses from the machine and a real person during conversation, the machine is considered to have passed the test, indicating its capability for genuine artificial intelligence.