A new way for LLMs to retain knowledge in continual learningmyappsplusOctober 27, 2026 Modern LLMs achieve impressive performance. However, once deployed, they remain largely static, operating with a fixed knowledge cutoff date that leaves them unable to acquire long-term capabilities or adapt to new information