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Hardware & Edge

NPU AI PCs, liquid immersion server racks, RISC-V custom silicon, PCIe 6.0 SSDs, and Wi-Fi 7 benchmarks.

Showing 7 Articles

2026 Mid-Year Smart Hardware Frontier: On-Device GenAI, AI Glasses and Domestic Silicon Reshape the Industry Landscape
Hardware & Edge

2026 Mid-Year Smart Hardware Frontier: On-Device GenAI, AI Glasses and Domestic Silicon Reshape the Industry Landscape

Against the backdrop of the global tech industry's steady recovery in 2026, the smart hardware sector is undergoing a silent but profound structural reshuffle. Unlike the past few years where incremental appearance upgrades dominated the market, this year's core driving force has completely shifted to the deep integration of AI and hardware.

By Alex Vance 2026-07-21
Apple M4 & Snapdragon X Elite Architecture Review: Unified Memory & Matrix Engines
Hardware & Edge

Apple M4 & Snapdragon X Elite Architecture Review: Unified Memory & Matrix Engines

A deep hardware breakdown of modern ARM SoCs powering next-gen thin-and-light developer workstations.

By Alex Vance 2026-06-24
Wi-Fi 7 Enterprise Performance Test: Multi-Link Operation (MLO) Spectrum Aggregation
Hardware & Edge

Wi-Fi 7 Enterprise Performance Test: Multi-Link Operation (MLO) Spectrum Aggregation

Aggregating 2.4GHz, 5GHz, and 6GHz channels simultaneously delivers sub-2ms wireless latency and 40 Gbps physical throughput.

By Alex Vance 2026-06-06
RISC-V Architecture in Industrial Microcontrollers & Custom Automotive Silicon
Hardware & Edge

RISC-V Architecture in Industrial Microcontrollers & Custom Automotive Silicon

Open-source RISC-V ISAs allow chip designers to craft domain-specific instructions free from legacy licensing constraints.

By Alex Vance 2026-05-19
PCIe 6.0 NVMe Enterprise SSD Benchmark: Hitting 28 GB/s Read Speeds with PAM4 Modulation
Hardware & Edge

PCIe 6.0 NVMe Enterprise SSD Benchmark: Hitting 28 GB/s Read Speeds with PAM4 Modulation

PAM4 signal encoding doubles PCIe bus bandwidth, delivering microsecond storage latencies for real-time analytics.

By Alex Vance 2026-05-01
2026 AI PC & Business Laptop Buyer’s Guide: NPU TOPS Benchmarks & Battery Life
Hardware & Edge

2026 AI PC & Business Laptop Buyer’s Guide: NPU TOPS Benchmarks & Battery Life

Evaluating processors featuring 50+ TOPS NPU accelerators for local offline AI features and 18-hour battery longevity.

By Alex Vance 2026-04-13
Inside Liquid Immersion Cooling Racks & HBM4 High-Bandwidth Memory Architecture
Hardware & Edge

Inside Liquid Immersion Cooling Racks & HBM4 High-Bandwidth Memory Architecture

As single server rack power consumption passes 50kW, dielectric immersion cooling tanks and 3D silicon stacking become mandatory for AI clusters.

By Alex Vance 2026-03-25