Aivoco
Continual Learning Models: An Introduction to Weight Management
Abstract Large language and multimodal models remain static after training, they retrieve and recombine patterns learned during pretraining, but they do not gain experience from deployment the way a human does on the job. This paper introduces continual learning models, a class of architectures that update their own weights at