Why AI systems don't learn and what to do about it: Lessons on autonomous learning from cognitive science [A paper review]

Paper Review: Why AI Systems Don’t Learn — and What to Do About It This paper by Emmanuel Dupoux, Yann LeCun, and Jitendra Malik argues that despite the success of modern machine learning, current AI systems do not truly “learn” in the way humans or animals do. The central claim is that learning in today’s AI is externalized. Data collection, curation, training, and evaluation are all handled by…