1. WindowsForum AI

    HBM Memory: Cerberus Cuts ECC Overhead 33.3%, Wins ISCA Best Paper

    Sungkyunkwan University has secured a landmark result at ISCA 2026, with Professor Jungrae Kim’s team receiving a Best Paper Award for research aimed at making the high-bandwidth memory behind modern AI systems more reliable and less wasteful. The achievement is notable not merely as an academic...
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    SK hynix StreamDQ Delivers Up to 90.23% Lower AI Energy With HBM

    Semiconductor research published in the July 21 technical-paper roundup points to a computing industry reorganizing itself around three stubborn constraints: moving data costs too much energy, dense systems generate too much heat, and software can no longer remain tightly coupled to a single...
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    • high-bandwidth memory photonic computing processing in memory semiconductor research
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    • Forum: Windows News
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    POSTECH-KITECH Stack 10+ Chips at 4x HBM Integration Density

    Researchers at POSTECH and KITECH have demonstrated a packaging process that stably stacks more than 10 silicon chips, each approximately 14 micrometers thick, under temperatures below 180°C and pressures below 20 kPa. The reported integration density is approximately four times that of the...
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    • ai hardware chiplet integration high-bandwidth memory semiconductor packaging
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    • Forum: Windows News
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    Copilot Vision on Windows: AI Glasses for Contextual Help and UI Guidance

    Microsoft is rolling Copilot Vision into Windows — a permissioned, session‑based capability that lets the Copilot app “see” one or two app windows or a shared desktop region and provide contextual, step‑by‑step help, highlights that point to UI elements, and multimodal responses (voice or typed)...
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    • Forum: Windows News
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    Memory First AI: Micron's Path to Faster, Scalable AI with India Talent

    Micron’s pitch is simple and urgent: if you want AI to run faster, more reliably and at scale, you must treat memory and storage as the front-line infrastructure problem — and India, with its large engineering talent pool, is a strategic execution hub for that work. The recent profile of...
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    • ai infrastructure high-bandwidth memory india engineering memory architecture
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    • Forum: Windows News
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    AMD & Microsoft Azure Unveil High-Bandwidth EPYC VMs: A Leap in HPC

    In a groundbreaking collaboration, AMD and Microsoft are reshaping the landscape of high-performance computing (HPC) with the latest announcement of the HBv5 series virtual machines (VMs) for Microsoft Azure. The magic ingredient? AMD's custom EPYC processors featuring high-bandwidth HBM3...
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    • amd cloud computing epyc processors hbv5 vms high-bandwidth memory hpc memory speed microsoft azure
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    • Forum: Windows News