Novel AI Research Addresses Continual Learning Challenges with Adaptive Capacity and Backpropagation-Free Adaptation
Two significant advancements in artificial intelligence research, detailed in new arXiv publications on March 31, 2026, present innovative solutions to the persistent challenges of continual learning. The proposed methodologies, LACE (Loss-Adaptive Capacity Expansion) and PACE (S