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AI Hardware & Chips

32 posts
efficient diffusion ai models

KroQuant Makes Diffusion AI Models More Efficient on Resource-Constrained Hardware

A revolutionary look at KroQuant’s low-bit quantization reveals how it transforms diffusion AI on limited hardware—but one tradeoff may surprise you.
faster ai inference partnership

AMD and Cerebras Partner to Deliver Faster, High-Throughput AI Inference

Hyper-efficient AMD Helios and Cerebras WSE join forces for ultra-fast AI token streaming, but the real disruption to inference infrastructure is just beginning.
photonic interconnects hinder ai scalability

Photonic Interconnects Become the Next Major Bottleneck for Scaling AI Data Centers

Confront how photonic interconnects are emerging as AI data centers’ next scaling bottleneck, reshaping power budgets and performance—and threatening progress in unexpected ways.
ai shortage drives costs

AI Memory Shortage Pushes Up Car Prices and Driver Assistance Costs

Looming AI-driven memory shortages are quietly inflating car prices and undermining driver-assistance tech, and the real cost to drivers is just emerging.
autonomous robots powered by amd

AMD Launches Ryzen AI Embedded X100 Chips for Autonomous Robots

Navigating warehouses and factories, AMD’s Ryzen AI Embedded X100 chips promise smarter autonomous robots—but what hidden capabilities make them transformative?
ai inference chips valuation surge

Etched Reaches $10.3 Billion Valuation as Demand for AI Inference Chips Surges

Harnessing a $10.3 billion valuation, Etched is reshaping AI inference economics—yet one looming question could upend everything.
nvidia s 700 million factory

Nvidia Supplier Opens $700 Million US Factory for AI Superchips

Nvidia’s supplier opens a $700 million Texas AI superchip factory that could reshape U.S. computing power, but its true impact is only beginning.
future ai chip innovation

Advanced Materials Become Critical to the Future of AI Chips and Data Center Infrastructure

Transformative materials, from exotic semiconductors to 3D interconnects, quietly decide AI’s future—yet one looming vulnerability changes everything.
nvidia vera cpu launch

Nvidia Vera CPU Debuts With 88 Custom Olympus Cores for Agentic AI Workloads

Keeping AI agents sharper and faster, Nvidia’s Vera CPU with 88 Olympus cores redefines orchestration performance for massive agentic workloads—discover what that means next.
ai compute platform funding

SkyPilot Secures $20 Million to Create a Vendor-Neutral AI Compute Platform

Blazing toward vendor-neutral AI compute, SkyPilot’s $20 million seed round hints at a new way to tame fragmented GPU infrastructure—if it works.
microsoft selects amd ai

Microsoft Chooses AMD Helios AI Racks to Reduce Azure’s Dependence on Nvidia

Leveraging AMD Helios AI racks, Microsoft quietly rewires Azure’s future, weakening Nvidia’s grip and hinting at a far bigger shift ahead.
custom ai chip development

Google Builds New Custom AI Chip to Improve Gemini Speed and Efficiency

Mastering AI performance, Google’s new custom chip supercharges Gemini speed and efficiency, but the real breakthrough hiding inside may surprise you.
high speed memory demand rises

Agentic AI Infrastructure Creates New Demand for High-Speed Memory and Storage

Beyond traditional compute needs, agentic AI is rewriting the rules of memory and storage infrastructure—and the implications are only beginning.
ai memory shortage threatens economy

SK Group Warns Global AI Memory Shortage Is Becoming an Economic Security Risk

The global AI memory shortage is spiraling into an economic security crisis, and the consequences may be far worse than anyone anticipated.
ai chip shortage impact

AI Memory Chip Shortage Disrupts Smartphone Production and Raises Hardware Prices

Powerful AI infrastructure demands are draining global memory chip supplies, pushing smartphone prices higher and leaving manufacturers scrambling for solutions.