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Business news — Page 10

Companies, foreign trade, exports, employment and the business agenda. Source-linked developments around the world. Page 10.

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Researchers demonstrate superposed analog memory for neural-network vectors

A preprint describes an analog memory architecture that stores multiple high-dimensional vectors in superposed form, aiming to reduce the number of memory cells needed for neural-network weights and embeddings. The authors say they demonstrate vector storage and retrieval.

Source: arXiv
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CEMA-Router explores batch routing for cloud-edge language models

A preprint presents CEMA-Router, an infrastructure-aware method for routing batches of language-model inference requests across cloud and edge resources. The design considers differences in compute capacity, energy efficiency, network conditions and model quality.

Source: arXiv
1 min read

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Researchers propose a type system for communication-safe hardware design

The paper introduces a type system for describing clock-sensitive communication protocols between hardware components. It aims to identify mismatches that can lead to unsynchronized exchanges or stalled progress when separately designed components are combined.

Source: arXiv
1 min read

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Del Monte launches ranch corn and Italian-inspired green beans

Del Monte Foods North America announced two new canned vegetable products: whole-kernel corn seasoned with Hidden Valley Ranch flavor and cut green beans with an Italian-inspired vinaigrette profile.

Source: Del Monte Corporation
1 min read

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UnO-NeSy: FeFET In-Memory System for Neuro-Symbolic Computing

Researchers propose UnO-NeSy, a unified ferroelectric field-effect transistor in-memory architecture for neuro-symbolic AI. The paper targets the memory demands of combining neural perception with symbolic reasoning and hyperdimensional computing.

Source: arXiv
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Preprint proposes shared-memory architecture for language-model serving

The paper studies a hybrid architecture that pairs GPUs with processing-near-memory resources and shared DRAM for large language model inference. It focuses on prefill and decode phases, which stress compute and memory bandwidth differently when serving requests.

Source: arXiv
1 min read

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Researchers model radiation-induced memory errors with generative AI

A preprint describes an error model based on read/write tests from a low-power ferroelectric RAM chip carried on a CubeSat in low Earth orbit. The authors say observed bit errors often formed regular spatial patterns, which their generative method learned.

Source: arXiv
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