
Data centers’ reliability equipment – UPS batteries, refrigerants, and generators – creates hidden gas hazards that cause both safety incidents and costly outages.
Data centers contain hidden gas hazards from essential equipment like UPS batteries, refrigerants, generators, and suppression systems, which can cause both safety incidents and costly outages. UPS batteries can release hydrogen or toxic gases, refrigerants can leak and settle in low areas, generators produce carbon monoxide and nitrogen dioxide, and other systems introduce additional chemical risks, all contained within sealed buildings designed to prevent dissipation. Power and cooling failures are the leading causes of significant data center outages, with cooling alone responsible for 19 percent of outages and more than half of serious incidents costing over $100,000. Data center capacity is growing rapidly while these gas hazards remain, and safety depends on consolidating information about what chemicals are present, maintaining accessible gas detectors, and treating different rooms according to their specific hazards rather than assuming uniform safety across the building.

Water has shifted from a background utility to a core constraint for data centers, requiring site-specific resilience planning that addresses peak stress, local hydrology, and community impact, not just average efficiency metrics.

California Gov. Gavin Newsom signed a slate of bills on Monday that could finally give communities better data - and more say - on how data centers impact their electricity bills and water supply. As data centers invade a growing number of communities across the US, they've triggered protests over how the infrastructure underpinning AI might stress power grids and local water systems. That's fueled partly by concerns about how difficult it is to see just how much electricity o

Qualcomm said that its new top chip can run 30B mixture-of-expert model locally.
Want to go deeper than the news? Explore live, cohort-based AI courses taught by practitioners.
Browse AI courses on Maven