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Consolidator transforms how memory is retained and accessed, boosting recall of updated information by over 42 percentage points without sacrificing short-term performance.
Halving parameters while ensuring gradient stability, MRSNorm redefines normalization by preserving phase properties and preventing numerical explosion in deep networks.
