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Data Center News > Blog > Global Market > Next-gen AI chips will draw 15,000W each, redefining power, cooling, and data center design
Global Market

Next-gen AI chips will draw 15,000W each, redefining power, cooling, and data center design

Last updated: June 19, 2025 9:57 pm
Published June 19, 2025
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3D Graphics Concept: Big Data Center Female Chief Technology Officer Using Laptop Standing In Warehouse, Activates Servers, Information Digitalization Starts. SAAS, Cloud Computing, Web Service
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Electrical energy: the brand new bottleneck in AI RoIThe silicon arms race meets the facility ceiling

“Dublin imposed a 2023 moratorium on new information facilities, Frankfurt has no new capability anticipated earlier than 2030, and Singapore has simply 7.2 MW out there,” mentioned Kasthuri Jagadeesan, Analysis Director at Everest Group, highlighting the dire scenario.

Electrical energy: the brand new bottleneck in AI RoI

As AI modules push infrastructure to its limits, electrical energy is changing into a crucial driver of return on funding. “Electrical energy has shifted from a line merchandise in operational overhead to the defining consider AI venture feasibility,” Gogia famous. “Electrical energy prices now represent between 40–60% of complete Opex in fashionable AI infrastructure, each cloud and on-prem.”

Enterprises are actually pressured to rethink deployment methods—balancing management, compliance, and location-specific energy charges. Cloud hyperscalers could achieve additional benefit as a result of higher PUE, renewable entry, and vitality procurement fashions.

“A single 15,000-watt module working repeatedly can value as much as $20,000 yearly in electrical energy alone, excluding cooling,” mentioned Manish Rawat, analyst at TechInsights. “That value construction forces enterprises to judge location, utilization fashions, and platform effectivity like by no means earlier than.”

The silicon arms race meets the facility ceiling

AI chip innovation is hitting new milestones, however the price of that efficiency is now not simply measured in {dollars} or FLOPS — it’s in kilowatts. The KAIST TeraLab roadmap demonstrates that energy and warmth have gotten dominant components in compute system design.

The geography of AI, as a number of specialists warn, is shifting. Energy-abundant areas such because the Nordics, the Midwest US, and the Gulf states have gotten magnets for information heart investments. Areas with restricted grid capability face a rising threat of changing into “AI deserts.”

See also  IBM Unveils Roadmap to Deliver Fault-Tolerant Quantum Computer by 2029

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TAGGED: 15000W, Center, Chips, cooling, data, Design, draw, nextgen, Power, redefining
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