Jeremie Eliahou Ontiveros

Jeremie Eliahou Ontiveros × Reyk Knuhtsen × Jordan Nanos

SemiAnalysis argues SpaceX could bring 10 GW of AI capacity online in 2027, selling scarce “emergency megawatts” for roughly $50 million per MW-year.Modeled frontier inference near $100 million per MW-year could repay GPUs in under a year and make NVIDIA financing plausible.Microsoft’s late-2027–28 capacity gap supports demand, while permitting, chips, uptime and political restrictions remain risks.

Jeremie Eliahou Ontiveros × Reyk Knuhtsen × Ellie Holbrook × Jordan Nanos

The claim that half of 2026 US data-center capacity was canceled fails a denominator check: SemiAnalysis says early-stage options were mistaken for committed builds, while its forecasts moved less than 5%.The sharper bottleneck is execution at financed projects such as Oracle’s Project Jupiter, supporting more than 40 GW of behind-the-meter additions by 2028 but leaving gas, permits, equipment, and schedules as catalysts and risks.

Jordan Nanos × Jeremie Eliahou Ontiveros × Nicolas Bontigui × Haroon Inam

AI rack density is pulling data centers toward 800 V DC, which can deliver almost triple the power through the same copper while reducing conductor weight, cost, and I²R losses.DG Matrix’s multi-port SST roadmap targets 400 kW units today, 6 MW in 2027, and 10 MW in 2028, but adoption timing, mixed hardware, protection requirements, grid bottlenecks, and cybersecurity remain material execution risks.

Jordan Nanos × Jeremie Eliahou Ontiveros × Joey Brookhart × Crystal Huang

AWS’s margins are rising while it adds more than a gigawatt of capacity per quarter, signaling a shift toward higher-margin Bedrock token sales.Claude represents an estimated 80%-93% of Bedrock usage, while Anthropic’s API-led growth reaches $47 billion ARR.Whether this operating leverage survives stabilized utilization, coding-token cuts, and the SpaceX/xAI capacity deal remains the key risk.

Jordan Nanos × Doug O’Laughlin × Jeremie Eliahou Ontiveros

PJM’s 15–20% electricity-bill spikes are presented mainly as a market-design failure: a once-yearly auction and forecast lag collided with new load, while supply accreditation cuts removed roughly 40 GW, including 14 GW from methodology changes.Custom tariffs and long-term minimum-demand agreements such as Oracle’s Michigan deal can keep underused infrastructure costs off ratepayers, while Anthropic’s accelerating ARR and disputed model-specialization thesis broaden the infrastructure and application-layer stakes.