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SMEPilot: Characterizing and Optimizing LLM Inference with Scalable Matrix Extensions

## Episode Summary In this episode, we cover: - **SMEPilot: Characterizing and Optimizing LLM Inference with Scalable Matrix Extensions** (arXiv) - **The Price of Anarchy in Disaggregated Inference** (arXiv) - **RISC-V Mentorship Taught Me the RISC-V ISA Is Far More Than a Reference Manual** (riscv_news) - **One ISA, Infinite Use Cases: RISC-V and the Road to Workload-Specific Silicon** (riscv_news) - **RISC-V set to announce 25% market penetration — open-standard ISA is ahead of schedule, securing fast-growing silicon footprint - Tom's Hardware** (google_riscv) --- *Sponsored by LimitLess AI*

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