Google's Nested Learning paper: a new ML paradigm for continual learning

A new paper proposes neural networks as a hierarchy of learners that update parameters during inference, allowing for continuous learning without forgetting—potentially the "next Transformer" moment. https://research.google/blog/introducing-nested-learning-a-new-ml-paradigm-for-continual-learning/