Former Capital One VP Miriam Friedel on AI's Impact on Learning: What Students Must Know

Miriam Friedel, former vice president of machine learning engineering at Capital One, witnessed the rapid rise of generative AI from 2020 to 2026. When she joined, AI was mostly a research topic; by her departure, tools were writing code and building apps, transforming work. Friedel now addresses a pressing concern: is AI making it harder to learn? Her insights are crucial for students navigating an AI-saturated world. She emphasizes that while AI can handle routine tasks, deep understanding remains vital. Friedel warns against overreliance, which may weaken critical thinking and problem-solving skills. Instead, she advocates using AI as a supplement to traditional learning methods. Her perspective offers a balanced view: AI is a powerful tool, but students must actively engage with material to truly master it. The takeaway: embrace AI wisely, but don't let it replace the hard work of learning.