by Zhongming Yu and Jishen Zhao on Jan 20, 2026 | Tags: Agents, LLM, Memory Consistency, Memory Hierarchy
Large language model (LLM) agents are quickly moving from “single agent” to *multi-agent systems*: tool-using agents, planner-orchestrator, debate teams, specialized sub-agents that collaborate to solve tasks. At the same time, the *context* these agents must operate...
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by Mark D. Hill on Jan 12, 2026 | Tags: Accelerators, Memory, Modelling
TL;DR: Latency-tolerant architectures, e.g., GPUs, increasingly use memory/storage hierarchies, e.g., for KV Caches to speed Large-Language Model AI inference. To aid codesign of such workloads and architectures, we develop the simple PipeOrgan analytic model for...
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by Ruby B. Lee, Charlie Neuhauser, Timothy M. Pinkston on Jan 6, 2026 | Tags: Memoriam
Michael J. Flynn is a widely respected contributor—indeed a giant—in the field of Computer Architecture. He made highly significant and impactful contributions throughout his career, both in industry and in academia. Sadly, he passed away peacefully December 24,...
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