Trish Uhl believes that machine learning is revolutionizing the approach to upskilling. It aids in improving instructional content creation, providing feedback, developing better recommendation engines, enabling faster instruction design, and personalizing performance coaching. The advantage of cognitive technology, in her view, is its ability to handle vast amounts of data swiftly and accurately, ensuring that training courses align with an employee’s current career experience.