Why an AI-augmented workforce will still need you

The more you use artificial intelligence, the less you fear it. At first, it’s easy to be intimidated by what it can do. The deeper you engage with it, the more the tool reveals its limits and, more importantly, the irreplaceable value of human judgment.  I’ve worked with AI models and tools for more than a decade. From early machine learning applications in data analytics to the generative systems reshaping workflows today, I’m comfortable with the technology. Yet I’ll be the first to admit that I’ve felt the anxiety. I’ve lost sleep thinking about the pace of change, and what that might mean for the future.  Like most parents, I worry about my child’s career prospects. Will the paths we once considered safe still exist when she enters the workforce?  This is the time to look at history, which can offer us some perspective. You see, every major technological shift has triggered similar fears. What is different are the tools. What