Lifelong Learning

A concept related to continual learning, referring to an AI system's ability to accumulate knowledge and skills across an entire operational lifetime, adapting to new tasks, environments, and information without losing prior capabilities. Lifelong learning is a long-term research goal that mirrors how humans learn and grow, and remains an open challenge for current systems.