Catastrophic Forgetting

Jeff Clune discusses the problem of catastrophic forgetting in machine learning, where neural networks overwrite previous knowledge when learning new tasks. He highlights the difference between how humans gradually forget and how machine learning forgets catastrophically. Jeff also mentions the neuromodulatory system in animal brains as a source of inspiration for solving this problem.