Continual learning should pivot from weight-update-based methods to continual compositionality and orchestration of foundation models and agents.
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The Future of Continual Learning in the Era of Foundation Models: Three Key Directions
Continual learning should pivot from weight-update-based methods to continual compositionality and orchestration of foundation models and agents.