Topic
computer architecture
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
Hardware #processor#hardware
MADAR Processor Abolishes Addressing to Cut Energy and Accelerate AI Workloads
MADAR is a novel processor architecture that eliminates addressing logic by circulating all state in rings of slots. It promises significant energy savings for AI workloads, where multiply-accumulate operations compile to a streaming form with flat energy usage as computation scales.
Jun 16, 2026 1 source