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

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