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arXiv — cs.AI

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Beyond the Parameter Monolith: Reconstructive Memories, Executable Skills, and Residual Assembly for Language Models

Language-model systems can separate contextual computation, persistent storage, and exact execution instead of updating all capabilities through one shared parameter system. We investigate FEM-ASM, a finite-element-method-inspired organization in which independently constructed…

arXiv — cs.AIBy: A. BochkovOctober 6, 2026 (Oct 6)
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  • Language-model systems can separate contextual computation, persistent storage, and exact execution instead of updating all capabilities through one shared parameter system
  • We investigate FEM-ASM, a finite-element-method-inspired organization in which independently constructed…
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Beyond the Parameter Monolith: Reconstructive Memories, Executable Skills, and Residual Assembly for Language Models

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