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Infographic: Powering AI Factories: Scaling GenAI with Direct-to-Chip Liquid-Cooling

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AI scaling laws are accelerating compute demands at an unprecedented rate. To keep pace, organizations must invest in AI factories—critical infrastructure akin to the foundational systems that once powered the rise of electricity and the internet.

Supporting advanced AI reasoning and agentic AI now requires up to 100x more compute than traditional inference. The impact is clear: skyrocketing power and cooling needs, and a shift toward high-density, rack-scale systems purpose-built for GenAI.

Even as efficiency improves, the race to deliver scalable GenAI solutions continues to push performance-per-watt boundaries—and with it, the urgency to rethink infrastructure at scale.

Discover how to future-proof your AI infrastructure.