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Hardware

12 articles in this category

TechnologyElectronic ComponentsHardware

Ouster, Inc. (OUST) 21-Day Outlook: Sideways Trend Expected Amid Stale Catalysts and Margin Pressures

Despite strong historical revenue growth, Ouster is expected to trade sideways due to a lack of fresh catalysts, massive operating margin gaps, and negative free cash flow.

OUST
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AI NewsHardwareArtificial Intelligence

AMD’s Silicon Strategy: Balancing Heterogeneous Compute and AI Innovation

AMD CTO Mark Papermaster discusses the paradox of AI agents consuming massive compute while simultaneously accelerating chip innovation through heterogeneous CPU/GPU computing.

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AI NewsArtificial IntelligenceHardware

NVIDIA’s Extreme Co-Design: From GPU Hardware to Fully Open Nemotron LLMs

NVIDIA VP Kari Briski discusses the 'extreme co-design' feedback loop and the release of fully open-source Nemotron models to optimize AI performance.

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AI NewsAI InfrastructureHardware

LM Link: Secure Peer-to-Peer Access for Remote GPU Workstations

LM Studio and Tailscale launch LM Link, enabling encrypted, peer-to-peer access to remote GPU hardware without public endpoints or API keys.

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AI NewsHardwareArtificial Intelligence

Taalas Hardwired Chips: Achieving 17,000 Tokens/Sec via Direct-to-Silicon Inference

Taalas replaces programmable GPUs with hardwired HC1 chips to achieve 17,000 tokens per second for Llama 3.1 8B, delivering a 1000x efficiency gain by eliminating the memory wall.

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AI NewsCybersecurityHardware

New StackWarp Hardware Flaw Breaks AMD SEV-SNP Protections on Zen 1–5 CPUs

StackWarp allows privileged hosts to execute code inside AMD SEV-SNP confidential VMs, impacting Zen 1–5 processors.

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AI NewsCybersecurityHardware

UEFI Flaw Enables Early-Boot DMA Attacks on Major Motherboard Vendors

A new UEFI vulnerability (CVEs 2025-14304, 2025-11901, 2025-14302, 2025-14303) allows attackers to perform DMA attacks before OS security loads.

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AI NewsVirtual RealityHardware

How We Built Meta Ray-Ban Display: From Zero to Polish

Meta’s new Ray-Ban Display represents a significant advancement in wearable AI, overcoming unique hardware and UI challenges.

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AI NewsCyber SecurityHardware

Three PCIe Encryption Weaknesses Expose PCIe 5.0+ Systems to Faulty Data Handling

Three PCIe IDE flaws in PCIe 5.0+ allow stale or incorrect data handling, impacting data integrity and security.

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HardwareStoragePerformance

Choosing the Right Storage

A technical deep-dive into DRAM-equipped vs DRAM-less SSDs, backed by real-world benchmarks showing 2-8× performance gaps in database workloads and sustained I/O scenarios.

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AI NewsComputer EngineeringHardware

How Does a PC Work?

A breakdown of PC components: CPU executes billions of instructions per second, RAM provides temporary storage, and GPU handles parallel tasks.

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AI NewsMachine LearningHardware

Groq's Custom LPU Revolutionizes Low-Cost Inference with Compound Agent

Groq's LPU enables fast, low-cost inference, highlighted by their Compound agent capable of web search and code execution.

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