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Model-Native Computing Architecture: Can Decades of Computer Architecture Wisdom Guide Next-Gen AI Systems?

Hardware #model-native computing#computer architecture

Model-Native Computing Architecture: Can Decades of Computer Architecture Wisdom Guide Next-Gen AI Systems?

A visionary survey from arXiv proposes an analogy between large language model components and classical computer architecture, treating the LLM as a CPU and context window as main memory. The authors introduce the Intelligent Computing Architecture (ICA) with six functional layers and a dual-plane architecture, along with three Amdahl-style design heuristics: Semantic Locality, Context Budget, and Agent Speedup.

Jun 17, 2026 1 source