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ResearchOctober 6, 2026

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…

A. Bochkov·arXiv — cs.AI
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Key Takeaways
  • 01.Language-model systems can separate contextual computation, persistent storage, and exact execution instead of updating all capabilities through one shared parameter system
  • 02.We investigate FEM-ASM, a finite-element-method-inspired organization in which independently constructed…

This material is provided as an extended analytical summary.

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