#Hardware
Curated coverage on «Hardware»: releases, research, benchmarks, open-source.

AI data centers consume 6% of electricity in the UK and US
Data centers consume 6% of electricity in the UK and the US, while annual investment in them is approaching $1 trillion, triggering public o

Hugging Face sped up LLM inference by 22% with asynchronous batching
Parallel CPU and GPU processing instead of sequential processing cut GPU idle time by 24% and sped up token generation by nearly a quarter w

YOLO and Redis: how to cache video detection results

SK hynix catches up to Samsung: AI boom pushes Korean manufacturer toward $1 trillion

Cerebras raised $5.55 billion in the year's biggest IPO

Cisco raises revenue forecast and announces layoffs to focus on AI

Cerebras rose 68% on the debut day of 2026's largest IPO
Chipmaker Cerebras Systems raised a record $5.5 billion on the stock market, making it the year's largest IPO, while its shares jumped 68% o

Applied Materials to increase sales amid demand for AI chips
Applied Materials, the largest U.S. supplier of semiconductor equipment, issued a sales and profit forecast above analysts' expectations, dr













