How can artificial intelligence improve the efficiency of debugging in software development?

Debugging is often considered one of the most time-consuming and challenging aspects of software development. With the advent of artificial intelligence, there's growing curiosity about its potential to enhance debugging processes. How can AI be leveraged to identify bugs more efficiently, suggest fixes, or even possibly predict potential issues before they arise? Discuss the current advancements in AI as applied to debugging and explore future possibilities where AI could redefine conventional debugging methods, assisting developers in creating more robust and error-free software.