The significance of the Turing Test in AI lies in its role as a criterion for evaluating a machine's ability to exhibit intelligent behavior indistinguishable from that of a human. Proposed by Alan Turing, the test assesses whether a computer can convincingly engage in conversation, thereby providing insights into the machine's cognitive capabilities. Passing the Turing Test is often considered a benchmark for advancements in artificial intelligence.