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Live Panel: Building at the Roofline — Planning and Delivering Gigawatt-Scale AI Infrastructure

Panelat @Scale: Networking 2026 · on Tuesday, 2026-08-25· [cloud-infrastructure, platform-engineering]
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Plans target gigawatt-scale fleets with company capex comparable to a national GDP and a planning model split into two planning cycles (0–18 months and 3–5 years) with long lead reservations, co‑investments and supplier roadmaps. Surprises include an Earth-to-moon worth of fiber for a 300k‑GPU cluster, retrofitting a 24k→100k GPU site from InfiniBand to Rocky, amplifier‑hut space/power re‑designs, and constrained t-minus-3 BOM resiliency for wafers, HBM and advanced packaging that forces multi‑vendor interoperability and pre‑integrated racks.

AI-written summary · about

  1. 0:00Gigawatt AI infrastructure
  2. 1:29From just-in-time to long-term
  3. 5:23Scale challenges in AI builds
  4. 9:19Supply challenges and solutions
  5. 15:02Multi-vendor interoperability
  6. 21:05Co-development partnerships
  7. 23:13Pre-integrated racks challenges
  8. 26:01Closing remarks
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