Why the immediate future of liquid cooling is hybrid

From training massive language models to powering nonstop inference , AI is fundamentally rewriting the rules of data center thermal management. AI workloads are characteristically less predictable and significantly more power-dense than traditional operations. As a result, deploying liquid cooling is no longer an experimental consideration.