Author name: Satyam Goyal, Anirudh Kanchi, Garv Shah, Prakhar Gupta

arXiv:2604.05248v1 Announce Type: cross
Abstract: Large Language Models (LLMs) are typically static after training, yet real-world applications require continual adaptation to new knowledge without degrading existing capabilities. Standard approaches …