MXL Labs (@mxllabs) header
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Pioneering the next generation of #AI chip performance for #HPC and #Datacenters with our patented, laser cooling technology that transforms heat into light.

St. Paul, MN
Joined October 2024
Photo by MXL Labs (@mxllabs)Photo by MXL Labs (@mxllabs)Photo by MXL Labs (@mxllabs)Photo by MXL Labs (@mxllabs)Photo by MXL Labs (@mxllabs)
Microsoft: $15B to UAE. xAI: 500MW Saudi facility. Malaysia: 5GW by 2035. Vietnam: 200MW Ho Chi Minh Per datacenterknowledge. Global buildout assumes cooling scales. Photonic cooling: ambient-independent, no water, energy recovery. Universal physics. datacenterknowledge.com/data… #DataCenters #LaserCooling
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Google's Project Suncatcher: AI satellites launching 2027. Starcloud: 60kg satellite with H100 GPU, targeting 5GW by 2035 per Scientific American. Space has no air, no water. Cooling gets harder, not easier. Photonic cooling: radiative physics, works in vacuum. Solve Earth first. scientificamerican.com/artic… #SpaceTech #LaserCooling
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Morgan Stanley looking to offload data center loan exposure via SRT per Bloomberg. Banks hedging AI infrastructure risk. Accelerator market: $373B by 2030 per globenewswire. Assumes cooling scales. Photonic cooling: >1000 W/mm², COP >1. Physics that works. bloomberg.com/news/articles/… #DataCenters #LaserCooling
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Consumers paying $16.6B to secure power for data centers 2025-27. Prices up 20% IL, 12% OH, 9% VA per CNBC. AEP Ohio: 30GW requests dropped to 13GW after binding contracts required CNBC. Photonic cooling: COP >1, 50%+ recovery. Grid relief, not strain. cnbc.com/2025/12/03/families… #DataCenters #LaserCooling
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Huang: US data centers take 3 years to build. China "can build a hospital in a weekend". Speed matters less than thermal physics. $100B+ in US buildouts next year Fortune. Photonic cooling: >1000 W/mm², 50%+ energy recovery. Build for what runs, not what opens. fortune.com/2025/12/06/nvidi… #AIInfrastructure #LaserCooling
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Diamond substrates: 5x better than copper according to WebProNews webpronews.com/diamond-cooli… Microfluidics: $24M to route liquid smartly, per IEEE Spectrum. All reactive. All after heat forms. Photonic cooling: intercepts at source, heat→light→power. Prevent vs remove? #DataCenters #LaserCooling #PhotonicCooling
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"Cold plates in 5 years? You're stuck." news.microsoft.com/source/fe… GPU thermal budgets: doubling yearly to 3600W, per Network World, DC infrastructure: $1T by 2030 (source IoT Analytics) Photonic cooling: new physics, not optimized legacy. Where light cools compute. #DataCenters #LaserCooling #PhotonicCooling
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Microsoft + Corintis: 3x better cooling via microfluidics. 15L/min per chip soon per IEEE Spectrum. Maxwell: light extracts heat, no fluids, converts to power. Optimize flow rates vs eliminate them? news.microsoft.com/source/fe… #DataCenters #LaserCooling #PhotonicCooling
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400+ Texas data centers may trigger winter blackouts, warns NERC. 45-70% of DC power goes to cooling per Network World. Photonic cooling: COP >1, heat becomes power, 50%+ recovery. Grid relief through physics. gizmodo.com/data-centers-in-… #DataCenters #LaserCooling #PhotonicCooling
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CME halts futures trading. Reason? Chiller plant failure per CNBC. Billions frozen. Not by hackers—by failing cooling. Next-gen GPUs: 3600W per chip (source Network World). Photonic cooling: no chillers, no mechanical failures, >1000 W/mm². Where light cools compute. cnbc.com/2025/11/28/cme-halt… #DataCenters #LaserCooling #PhotonicCooling
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Microsoft launches AI superfactory linking datacenters across states Microsoft News. Photonic cooling handles dense GPU clusters, prevents throttling – where light cools compute, by HPC for HPC. news.microsoft.com/source/fe… #AICooling #DataCenters #LaserCooling #PhotonicCooling
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Qualcomm launches AI200/AI250 data center chips! Photonic cooling ends dark silicon, boosts freqs – where light cools compute, by HPC for HPC. qualcomm.com/news/releases/2… #AIChips #DataCenters #LaserCooling #PhotonicCooling
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