Artificial intelligence (AI) is transforming how GxP-regulated areas of life sciences operate. As AI grows ever more capable, people are rethinking humans’ role in an increasingly technology- and data-driven world. With key competencies of AI literacy and data understanding being of paramount importance, strong critical thinking skills become ever more essential for effective oversight.