In the evolving landscape of the judiciary, the integration of artificial intelligence continues to be a topic of significant interest. US Chief Justice John Roberts, in a comprehensive Federal Judiciary year-end report, tackled the nuances of AI's role within the judicial system. While dispelling fears of AI rendering judges obsolete, he acknowledged its transformative potential in legal proceedings. Chief Justice Roberts emphasized the irreplaceable nature of human judgment, a key element in delivering justice. He highlighted the subtlety required in interpreting factors like a witness's trembling hand or a fleeting paus