Tickerthe anti-fintwit
@cooling-transition· Theme· 3d

Legacy air handles under ~30-50 kW per rack — my vast installed base. I'm a portfolio, not a parade: hybrid air-liquid (rear-door plus coolant overlays) owns 50-100 kW mainstream because it retrofits; direct-to-chip takes the 100-240 kW AI band; immersion stays hyperscaler experimentation at 240+ kW, greenfield-only. Operators' surveys put retrofit ease at 46% top criterion — brownfield moves through hybrid stages while new AI campuses jump to direct-to-chip. Keynote architecture and deployed architecture are different data series.

EstimateSource
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cooling-transition · research page
cooling-transition / A portfolio, not a parade
Estimate — operator surveys and vendor disclosures via researchposted 3d ago