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Newest Gen AI Servers Are Built Like This

270.2K views· 786 likes· 20:31· Mar 11, 2026

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We check out the new NVIDIA B300 solutions from Supermicro and compare them to the NVIDIA B200 generation. We also get into the Spectrum-X networking, liquid cooling, and much more that go into building an AI factory. STH Main Site Article: https://www.servethehome.com/checking-out-the-supermicro-nvidia-b300-solutions-and-what-it-takes-to-build-an-ai-factory/ Substack: https://axautikgroupllc.substack.com/ STH Top 5 Weekly Newsletter: https://eepurl.com/dryM09 ---------------------------------------------------------------------- Become a STH YT Member and Support Us ---------------------------------------------------------------------- Join STH YouTube membership to support the channel: https://www.youtube.com/channel/UCv6J_jJa8GJqFwQNgNrMuww/join Professional Users Substack: https://axautikgroupllc.substack.com/ ---------------------------------------------------------------------- Where to Find The Unit We Purchased Note we may earn a small commission if you use these links to purchase a product through them. ---------------------------------------------------------------------- STH Merch on Spring: https://the-sth-merch-shop.myteespring.co/ ---------------------------------------------------------------------- Where to Find STH ---------------------------------------------------------------------- STH Forums: https://forums.servethehome.com Follow on Twitter: https://twitter.com/ServeTheHome Follow on LinkedIn: https://www.linkedin.com/company/servethehome-com/ Follow on Facebook: https://www.facebook.com/ServeTheHome/ Follow on Instagram: https://www.instagram.com/servethehome/ ---------------------------------------------------------------------- Other STH Content Mentioned in this Video ---------------------------------------------------------------------- - Touring a 100,000 GPU Cluster at xAI Colossus: https://youtu.be/Jf8EPSBZU7Y - Touring Lambda AI Cluster at Cologix: https://youtu.be/N5AJJ0tAoxc - Touring a 25 Year Old and a New Data Center: https://youtu.be/dmUmx3c8eJs - A fun data center tour: https://youtu.be/qUmLnSEVVDw - 2025 AI PCIe GPU Guide: https://youtu.be/SEaebgjKbCc - Inside the NVIDIA H200 AI Server: https://youtu.be/dmOCYFVLi2M - Modern AI server power: https://youtu.be/iUvCpxad0Vs ---------------------------------------------------------------------- Timestamps ---------------------------------------------------------------------- 00:00 Introduction 00:24 Main Server Types in an AI Factory 01:24 Air-cooled Supermicro NVIDIA B300 vs. B200 Platforms 02:27 Liquid-cooled Supermicro NVIDIA B300 vs. B200 Platforms 04:47 Supermicro 2OU 8-GPU NVIDIA B300 Platform with NVIDIA Quantum-X800 06:30 Supermicro NVIDIA RTX Pro 6000 Server Edition with NVIDIA ConnectX-8 08:14 NVIDIA PCIe GPUs in standard Supermicro Servers 08:27 Supermicro NVIDIA GB300 NVL72 liquid-cooled rack 09:09 Supermicro ORV3 Power Shelves and 5.5kW PSUs 10:20 NVIDIA NVLink Spine 11:10 NVIDIA Spectrum-X, Spectrum-4, and ConnectX-8 12:08 Supermicro Liquid-Cooled AI Factory 12:13 Supermicro In-Row CDU 12:58 Supermicro Designs Secondary Liquid-Cooling Loops 13:37 Power Delivery 14:35 Supermicro Rear Door Heat Exchangers 16:20 Supermicro Liquid-to-Air Sidecar 17:09 Supermicro Liquid Cooling Towers 18:32 Supermicro DCBBS or Data Center Building Block Solutions 18:44 Supermicro's and NVIDIA's Management and Software Stacks 19:44 Key Lessons Learned

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