#continuummemory — Public Fediverse posts

New research shows Nested Learning’s Continuum Memory System lets AI bridge short‑term cues and long‑term understanding, building richer world models without catastrophic forgetting. A leap for continual learning and open‑source AI. Dive in! #NestedLearning #ContinuumMemory #ContinualLearning #WorldModels

🔗 https://aidailypost.com/news/nested-learnings-continuum-memory-system-redefines-ai-memory-2026

Google’s new self‑modifying model pushes deep learning forward, but the research shows it still needs extra engineering and smarter compute to handle multi‑level updates. The paper introduces a Continuum Memory System and the HOPE framework to upgrade MLP blocks inside Transformers. Open‑source fans should watch how these ideas could reshape future models. #SelfModifyingModel #ContinuumMemory #HOPE #MLPBlocks

🔗 https://aidailypost.com/news/googles-self-modifying-model-needs-extra-engineering-smarter-compute