When it comes to large language models on edge devices, there’s arguably one metric that matters the most: time to first token, or TTFT.
Every word you type into an AI tool gets converted into numbers. Not metaphorically, literally. Each word (called a token) is ...
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A hardware-software co-design can efficiently run AI on edge devices
A new hardware-software co-design increases AI energy efficiency and reduces latency, enabling real-time processing of ...
And they already have a startup.
SALT LAKE CITY, March 26, 2026 /PRNewswire/ -- Intactis Bio Corp, a leader in biohybrid computing, announced a major milestone: in a controlled laboratory setting, living brain cells (neurons) ...
Abstract: In this paper, we propose a novel construction for secure distributed matrix multiplication (SDMM) based on algebraic geometry (AG) codes, which we call the PoleGap SDMM scheme. The proposed ...
Abstract: Structured sparsity has been proposed as an efficient way to prune the complexity of Machine Learning (ML) applications and to simplify the handling of sparse data in hardware. Accelerating ...
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